CN110580636B - Key setting method based on user behavior analysis, intelligent electric appliance and server - Google Patents

Key setting method based on user behavior analysis, intelligent electric appliance and server Download PDF

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CN110580636B
CN110580636B CN201810595910.7A CN201810595910A CN110580636B CN 110580636 B CN110580636 B CN 110580636B CN 201810595910 A CN201810595910 A CN 201810595910A CN 110580636 B CN110580636 B CN 110580636B
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key
popular
function keys
users
operation panel
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CN110580636A (en
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黄源甲
肖群虎
龙永文
杜放
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Foshan Shunde Midea Electrical Heating Appliances Manufacturing Co Ltd
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Foshan Shunde Midea Electrical Heating Appliances Manufacturing Co Ltd
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    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47J—KITCHEN EQUIPMENT; COFFEE MILLS; SPICE MILLS; APPARATUS FOR MAKING BEVERAGES
    • A47J27/00—Cooking-vessels
    • A47J27/002—Construction of cooking-vessels; Methods or processes of manufacturing specially adapted for cooking-vessels
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47J—KITCHEN EQUIPMENT; COFFEE MILLS; SPICE MILLS; APPARATUS FOR MAKING BEVERAGES
    • A47J31/00—Apparatus for making beverages
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47J—KITCHEN EQUIPMENT; COFFEE MILLS; SPICE MILLS; APPARATUS FOR MAKING BEVERAGES
    • A47J31/00—Apparatus for making beverages
    • A47J31/44—Parts or details or accessories of beverage-making apparatus
    • A47J31/4403—Constructional details
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47J—KITCHEN EQUIPMENT; COFFEE MILLS; SPICE MILLS; APPARATUS FOR MAKING BEVERAGES
    • A47J36/00—Parts, details or accessories of cooking-vessels
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47J—KITCHEN EQUIPMENT; COFFEE MILLS; SPICE MILLS; APPARATUS FOR MAKING BEVERAGES
    • A47J43/00—Implements for preparing or holding food, not provided for in other groups of this subclass
    • A47J43/04—Machines for domestic use not covered elsewhere, e.g. for grinding, mixing, stirring, kneading, emulsifying, whipping or beating foodstuffs, e.g. power-driven
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47J—KITCHEN EQUIPMENT; COFFEE MILLS; SPICE MILLS; APPARATUS FOR MAKING BEVERAGES
    • A47J43/00—Implements for preparing or holding food, not provided for in other groups of this subclass
    • A47J43/04—Machines for domestic use not covered elsewhere, e.g. for grinding, mixing, stirring, kneading, emulsifying, whipping or beating foodstuffs, e.g. power-driven
    • A47J43/07—Parts or details, e.g. mixing tools, whipping tools
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24C—DOMESTIC STOVES OR RANGES ; DETAILS OF DOMESTIC STOVES OR RANGES, OF GENERAL APPLICATION
    • F24C7/00—Stoves or ranges heated by electric energy
    • F24C7/08—Arrangement or mounting of control or safety devices
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • G06Q30/0201—Market modelling; Market analysis; Collecting market data

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Abstract

The invention provides a key setting method based on user behavior analysis, an intelligent electric appliance and a server, wherein the method comprises the following steps: displaying a key operation panel according to key panel display result information returned by the preset server, wherein a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel; the distribution conditions of the first common function key set displayed on the key operation panel and the position areas of the function keys in the first common function key set on the key operation panel are obtained by analyzing the preset server according to the historical key behavior data of the user. According to the method and the device, the frequently-used function keys are provided for the user according to the historical behaviors of the user, and the frequently-used function keys are placed in the position area where the user is more accustomed to operating, so that the user experience is improved, and the function interface of the intelligent electric appliance is beautified.

Description

Key setting method based on user behavior analysis, intelligent electric appliance and server
Technical Field
The invention relates to the technical field of intelligent electric appliances, in particular to a key setting method based on user behavior analysis, an intelligent electric appliance and a server.
Background
The functions of the existing intelligent electric appliances (such as an electric cooker, a microwave oven, a soybean milk maker and the like) are more and more, so that the corresponding buttons on the panel of the equipment are more, a user needs to find the needed buttons in a large number of buttons, a large amount of time of the user can be wasted in the process, and the trouble that the user uses the intelligent electric appliances is caused. Generally, the functions commonly used by a user are fixed, and other functions on the panel not only affect the operation of the user, but also affect the appearance of the user.
Disclosure of Invention
Aiming at the defects in the prior art, the invention provides a key setting method based on user behavior analysis, an intelligent electric appliance and a server.
Specifically, the invention provides the following technical scheme:
in a first aspect, the present invention provides a key setting method based on user behavior analysis, including:
after receiving an intelligent electric appliance starting instruction, sending a key panel display request instruction to a preset server, and receiving key panel display result information returned by the preset server according to the key panel display request instruction;
displaying a key operation panel according to key panel display result information returned by the preset server, wherein a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel;
the preset server analyzes the user historical key behavior data to obtain a first common function key set displayed on the key operation panel and the distribution of the position areas of each function key in the first common function key set on the key operation panel.
Further, the preset server analyzes historical key behavior data of different users in the process of using the intelligent electrical appliance, obtains N function keys most popular with the users, obtains N position areas on the key operation panel most popular with the users, obtains the best matching relationship between the N function keys most popular with the users and the N position areas most popular with the users, returns the obtained N function keys most popular with the users to the intelligent electrical appliance to serve as the first common function key set, and returns the best matching relationship between the N function keys most popular with the users and the N position areas most popular with the users to the intelligent electrical appliance to serve as a basis for distribution of position areas of each function key in the first common function key set on the key operation panel;
the N most popular function keys are obtained from high to low according to the use frequency of the function keys by the user; the N most popular position areas are obtained from high to low according to the use frequency of the position areas by the user; the best matching relation between the N most popular function keys and the N most popular position areas is obtained from high to low according to the statistical times of the most popular function keys placed in each most popular position area, and N is larger than or equal to 1.
Furthermore, the historical key behavior data comprises user age and/or region information;
correspondingly, when the preset server analyzes historical key behavior data of different users in the process of using the intelligent electric appliance, obtains N function keys most popular with users, obtains N position areas most popular with users on the key operation panel, and obtains the best matching relationship between the N function keys most popular with users and the N position areas most popular with users, corresponding age weight is given to the historical key behavior data of the users according to the age range of the users, and/or corresponding region weight is given to the historical key behavior data of the users according to the region range of the users.
Further, the method further comprises:
if the function keys on the key operation panel are detected to have position movement changes, the function keys with the changed positions and the corresponding new position areas are recorded, and the function keys with the changed positions and the corresponding new position areas are sent to the preset server.
Further, the method further comprises:
if the fact that the function keys on the key operation panel are removed from the key operation panel is detected, recording the function keys of the key operation panel which are removed, and sending the function keys of the key operation panel which are removed to the preset server.
Further, when the key operation panel is presented, an extended function key prompt symbol is also displayed on the key operation panel, and when the extended function key prompt symbol is triggered, all other function keys of the intelligent electrical appliance except the function keys already displayed on the key operation panel are displayed in a preset display area on the intelligent electrical appliance.
Further, the method further comprises:
if an instruction for triggering the prompt symbol of the extended function key is received, displaying all other function keys of the intelligent electrical appliance except the function keys displayed on the key operation panel in a preset display area on the intelligent electrical appliance;
and if detecting that the function keys in the preset display area are added to the key operation panel, recording the newly added function keys and the position areas corresponding to the keys, and sending the newly added function keys and the position areas corresponding to the keys to the preset server.
Further, the method further comprises:
after receiving an intelligent electric appliance starting instruction, if the intelligent electric appliance is detected to be used for the first time, displaying prompt information for prompting a user to set a frequently-used function key;
correspondingly, common function keys set by a user and corresponding position areas of the common function keys on the key operation panel are recorded, and the common function keys set by the user and the corresponding position areas of the common function keys on the key operation panel are sent to the preset server.
In a second aspect, the present invention further provides a key setting method based on user behavior analysis, including:
analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular with the users, acquiring N position areas most popular with the users on the key operation panel, and acquiring the best matching relation between the N function keys most popular with the users and the N position areas most popular with the users, wherein N is more than or equal to 1;
and returning the acquired N most popular function keys, N position areas on the key operation panel which are most popular with the user, and the optimal matching relation between the N most popular function keys and the N most popular position areas as key panel display result information to the intelligent electric appliance, so that the intelligent electric appliance presents the key operation panel according to the key panel display result information returned by the preset server after receiving an intelligent electric appliance starting instruction, the N most popular function keys are displayed on the key operation panel, and the N most popular function keys are presented in the matched position areas in the N most popular position areas.
Further, the N most popular function keys are obtained from high to low according to the use frequency of the function keys by the user; the N most popular position areas are obtained from high to low according to the use frequency of the position areas by the user; and the best matching relation between the N most popular function keys and the N most popular position areas is obtained from high to low according to the statistical times of the most popular function keys placed in each most popular position area.
Furthermore, the historical key behavior data comprises user age and/or regional information;
correspondingly, when analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular with users, acquiring N position areas most popular with users on the key operation panel, and acquiring the best matching relation between the N function keys most popular with users and the N position areas most popular with users, corresponding age weights are given to the historical key behavior data of the users according to age ranges of the users, and/or corresponding region weights are given to the historical key behavior data of the users according to region ranges of the user regions.
Further, the method further comprises:
and receiving the function key with the changed position and a corresponding new position area, which are recorded when the intelligent electric appliance detects that the position of the function key on the key operation panel is changed.
Further, the method further comprises:
and receiving the function keys of the key operation panel which are removed when the intelligent electric appliance detects that the function keys on the key operation panel are removed from the key operation panel.
Further, the method further comprises:
receiving newly added function keys and position areas corresponding to the newly added function keys, which are recorded when the intelligent electric appliance detects that the extended function keys in the preset display area are added to the key operation panel; the extended function keys are all other function keys of the intelligent electric appliance except the function keys displayed on the key operation panel.
Further, the method further comprises:
and receiving common function keys set by the intelligent electric appliance when the intelligent electric appliance is used for the first time and corresponding position areas of the common function keys on the key operation panel.
In a third aspect, the present invention further provides an intelligent electrical appliance, including:
the first processing module is used for sending a key panel display request instruction to a preset server after receiving an intelligent electric appliance starting instruction, and receiving key panel display result information returned by the preset server according to the key panel display request instruction;
the second processing module is used for presenting a key operation panel according to key panel display result information returned by the preset server, wherein a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel;
the preset server analyzes the user historical key behavior data to obtain a first common function key set displayed on the key operation panel and the distribution of the position areas of each function key in the first common function key set on the key operation panel.
In a fourth aspect, the present invention further provides a server, including:
the analysis module is used for analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular to the users, acquiring N position areas most popular to the users on the key operation panel, and acquiring the optimal matching relation between the N function keys most popular to the users and the N position areas most popular to the users, wherein N is more than or equal to 1;
the sending module is used for returning the acquired N function keys most popular with the users, N position areas most popular with the users on the key operation panel and the optimal matching relation between the N function keys most popular with the users and the N position areas most popular with the users to the intelligent electric appliance as key panel display result information, so that the intelligent electric appliance presents a key operation panel after receiving an intelligent electric appliance starting instruction according to the key panel display result information returned by the preset server, N function keys most popular with the users are displayed on the key operation panel, and the N function keys most popular with the users present matched position areas in the N position areas most popular with the users.
In a fifth aspect, the present invention further provides an electronic device, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, where the processor implements the steps of the key setting method based on the user behavior analysis according to the first aspect when executing the program.
In a sixth aspect, the present invention further provides a computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, implements the steps of the key setting method based on user behavior analysis according to the first aspect.
In a seventh aspect, the present invention further provides an electronic device, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, and when the processor executes the computer program, the steps of the key setting method based on the user behavior analysis according to the second aspect are implemented.
In an eighth aspect, the present invention further provides a computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, implements the steps of the key setting method based on user behavior analysis according to the second aspect.
According to the technical scheme, the key setting method based on user behavior analysis is characterized by comprising the steps of sending a key panel display request instruction to a preset server after receiving an intelligent electric appliance starting instruction, receiving key panel display result information returned by the preset server according to the key panel display request instruction, and presenting a key operation panel according to the key panel display result information returned by the preset server, wherein a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel; the preset server analyzes the user historical key behavior data to obtain a first common function key set displayed on the key operation panel and the distribution of the position areas of each function key in the first common function key set on the key operation panel. Therefore, the key setting method based on user behavior analysis provided by the invention provides the frequently-used function keys for the user according to the historical behaviors of the user, and places the frequently-used function keys on the position area where the user is more accustomed to operating, so that the user experience is improved, and the function interface of the intelligent electric appliance is beautified.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
FIG. 1 is a flowchart of a method for setting a key based on user behavior analysis according to an embodiment of the present invention;
fig. 2 is a schematic view of a key operation panel according to an embodiment of the present invention;
FIG. 3 is a schematic diagram illustrating a training principle of a user behavior analysis model according to an embodiment of the present invention;
fig. 4 is a schematic diagram of a detailed implementation process of a key setting method based on user behavior analysis according to an embodiment of the present invention;
FIG. 5 is a flowchart of a method for setting keys based on user behavior analysis according to another embodiment of the present invention;
fig. 6 is a schematic structural diagram of an intelligent electrical appliance according to an embodiment of the present invention;
fig. 7 is a schematic structural diagram of a server according to an embodiment of the present invention;
fig. 8 is a schematic structural diagram of an electronic device according to an embodiment of the present invention;
fig. 9 is a schematic structural diagram of an electronic device according to another embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The following disclosure provides many different embodiments, or examples, for implementing different features of the invention. To simplify the disclosure of the present invention, the components and arrangements of specific examples are described below. Of course, they are merely examples and are not intended to limit the present invention. Furthermore, the present invention may repeat reference numerals and/or letters in the various examples. This repetition is for the purpose of simplicity and clarity and does not in itself dictate a relationship between the various embodiments and/or configurations discussed. In the description of the present invention, it should be noted that, unless otherwise specified and limited, the terms "mounted," "connected" and "connected" should be construed broadly, and may be, for example, a mechanical connection or an electrical connection, a communication between two elements, a direct connection, or an indirect connection through an intermediate medium, and the specific meaning of the terms may be understood by those skilled in the art according to specific situations.
An embodiment of the present invention provides a key setting method based on user behavior analysis, and referring to fig. 1, the method includes the following steps:
step 101: after receiving an intelligent electric appliance starting instruction, sending a key panel display request instruction to a preset server, and receiving key panel display result information returned by the preset server according to the key panel display request instruction.
In this step, the intelligent electrical apparatus can be electric rice cooker, soybean milk machine, cooking machine, microwave oven etc. and commonly used life electrical apparatus.
Step 102: displaying a key operation panel according to key panel display result information returned by the preset server, wherein a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel; the preset server analyzes the user historical key behavior data to obtain a first common function key set displayed on the key operation panel and the distribution of the position areas of each function key in the first common function key set on the key operation panel.
It can be understood that, the distribution condition of the position areas on the key operation panel of each function key in the first common function key set obtained according to the analysis of the historical key behavior data of the user means that the function keys used by the user are distributed in the position areas distributed by the habit of the corresponding function keys according to the analysis result of the historical key behavior data of the user, so that the user can find the habit function keys in the position areas used by the user conveniently, the user can search the common function keys quickly, and the user experience is improved.
For example, referring to the key operation panel of the soymilk machine described in fig. 2, the key operation panel has 14 position areas in total, and the numbers are 1 to 14 respectively. The corresponding function keys of the soymilk machine comprise a, whole soymilk; b. five-cereal soybean milk; c. dried soybean milk; d. wet soybean milk; e. quick soybean milk; f. rice paste; g. fruit juice, etc. for 14 functional keys. In the prior art, the 14 function keys are distributed in a position area of 14 to be presented to a user. However, according to the analysis result of the historical key behavior data of the user, it is found that the most frequently used functional keys are 4 in the actual use process of the user: b. five-cereal soybean milk; e. quick soybean milk; f. rice paste; g. fruit juice; the most used areas are 1, 8,7 and 14, therefore, if other 10 infrequently used function keys are folded and hidden (can be unfolded and displayed at any time when needed), the 4 frequently used function keys are placed in the 4 frequently used position areas, so that the operation habits of users can be complied with, the users can quickly find the frequently used function keys, and the user experience can be improved. Furthermore, the best matching relationship between the 4 commonly used position areas and the 4 function keys can be analyzed according to historical key behavior data, so that the function keys displayed on the key operation panel and the position placing relationship of each function key are close to or consistent with the use habits of users, the speed of searching the corresponding function keys by the users can be further improved, and the user experience is further improved. For example, b, placing the five-cereal soymilk in the position area 1, e, quick soymilk in the position area 8, and f, rice paste in the position area 7; and g, fruit juice is placed in the position area 14, so that if a user wants to make soybean milk, the user can directly operate the leftmost area (1 or 8), and one of b, five-cereal soybean milk and e, quick soybean milk is selected for operation. When the user wants to make rice paste or fruit juice, the user can directly operate the rightmost area (7 or 14), and select one from f, rice paste and g, fruit juice to operate.
It should be noted that, when the mobile terminal is started for the first time, the user may add the commonly used function keys to the corresponding position areas, then the smart appliance may record the operation of the user, and then send the commonly used function keys and the corresponding position areas to the preset server, so that the server may continuously update the analysis result according to the feedback of the user, and the analysis result may in turn affect the function keys and the distribution positions of the function keys presented on the key operation panel when the user uses the mobile terminal next time.
Therefore, according to the key setting method based on user behavior analysis provided by the embodiment, functions frequently used by a user are integrated into a specific area to be displayed through analyzing the function cases used by the user in history and the position areas where the function cases are located, dynamic updating is performed, the most-wanted function keys of the user are distributed in the most-suitable position areas, and convenient operation is provided. And only a 'start' button needs to be designed on the key operation panel to provide the most common operation function, so that the intelligent electric appliance is concise and attractive in appearance.
As can be seen from the above description, in the key setting method based on user behavior analysis provided in this embodiment, after receiving an intelligent appliance start instruction, a key panel display request instruction is sent to a preset server, key panel display result information returned by the preset server according to the key panel display request instruction is received, and a key operation panel is presented according to the key panel display result information returned by the preset server, where a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel; the preset server analyzes the user historical key behavior data to obtain a first common function key set displayed on the key operation panel and the distribution of the position areas of each function key in the first common function key set on the key operation panel. Therefore, according to the key setting method based on user behavior analysis provided by the embodiment, the frequently-used function keys are provided for the user according to the historical behaviors of the user, and the frequently-used function keys are placed in the position area where the user is more accustomed to operating, so that the user experience is improved, and the function interface of the intelligent electrical appliance is beautified.
In a preferred embodiment, the preset server analyzes historical key behavior data of different users in the process of using the intelligent electrical appliance, acquires N most popular function keys, acquires N most popular position areas on the key operation panel, acquires best matching relationships between the N most popular function keys and the N most popular position areas, returns the acquired N most popular function keys to the intelligent electrical appliance as the first common function key set, and returns the best matching relationships between the N most popular function keys and the N most popular position areas to the intelligent electrical appliance as a basis for distribution of position areas of each function key in the first common function key set on the key operation panel;
the N most popular function keys are obtained from high to low according to the use frequency of the function keys by the user; the N most popular position areas are obtained from high to low according to the use frequency of the position areas by the user; the optimal matching relation between the N most popular functional keys and the N most popular position areas is obtained from high to low according to the statistical times of the most popular functional keys of the user, which are arranged in each most popular position area, and N is larger than or equal to 1. For example, following the previous example, N =4, the 4 most popular function buttons for the user are b, five cereals soymilk, according to the historical button behavior data analysis; e. quick soybean milk; f. rice paste; g. fruit juice; the N most popular location areas for the user are 1 and 8,7 and 14; and the frequency of placing b and five-cereal soymilk in the position area 1 shown in fig. 2 is 100, and the frequency of placing e and quick soymilk is 58 according to the historical key behavior data analysis, the position area 1 and the five-cereal soymilk are determined to be the best matching relationship, and similarly, the best matching relationship between other position areas and other function keys can be determined.
In one implementation, the preset server may pre-establish a user behavior analysis model, and then calculate and train the model by using a three-dimensional collaborative filtering algorithm (cube ALS algorithm), where the algorithm simulates a relationship among three-dimensional objects, such as a user, a type of a function key, and a location area where the function key is located, a cross least square method (ALS) is used to replace Singular Value Decomposition (SVD), and then user similarity is calculated by using massive user behavior data to fill a three-dimensional matrix, so that the problem of high sparsity of three-dimensional data is solved well. In addition, data are updated through feedback operation of the user, the model is continuously retrained, and the accuracy of model calculation is improved. See fig. 3 for a schematic diagram of the training principle of the user behavior analysis model. The inputs to the model are: the system comprises a user id, a function key id, a position area id and a score (which is a preferred option and can be calculated by factors such as age and region of the user) of the user to the function key, wherein the data such as the user id, the function key id and the position area id are acquired when the user generates behaviors. The model output is: and finally, calculating the most suitable arrangement of the function keys in each position area by traversing an output list of the model.
In a preferred embodiment, the historical key press behavior data includes user age and/or region information;
correspondingly, when the preset server analyzes historical key behavior data of different users in the process of using the intelligent electric appliance, obtains N function keys most popular with users, obtains N position areas most popular with users on the key operation panel, and obtains the best matching relationship between the N function keys most popular with users and the N position areas most popular with users, corresponding age weight is given to the historical key behavior data of the users according to the age range of the users, and/or corresponding region weight is given to the historical key behavior data of the users according to the region range of the users.
It can be understood that, in order to make the result obtained by analyzing the historical key-press behavior data of the user by the preset server more conform to the operation habit of the typical user of the intelligent electrical appliance, in the preferred embodiment, the age and region information of the historical key-press behavior executor are considered, for example, for an electrical appliance with a higher usage rate of old people, the weight of the historical key-press behavior data of a user with a higher age is increased, for an electrical appliance with a higher usage rate of children, the weight of the historical key-press behavior data of a user with a lower age is increased, and for an electrical appliance with a higher usage rate of young or middle-aged people, the weight of the historical key-press behavior data of a user with a age of 25 to 40 is increased.
In addition, when the service condition of the intelligent electric appliance is particularly relevant to the region information, the region information of the historical key-press behavior executor can be taken into account when the analysis is carried out according to the historical key-press behavior data. For example, when the frequency of application of a certain intelligent electric appliance (such as an electric rice cooker) in the south is high, the weight of the historical key behavior data of the southern user is increased. For another example, when the application frequency of a certain intelligent electric appliance (such as a soybean milk maker) in the north is high, the weight of the historical key-press behavior data of a north user is increased.
It can be understood that, in actual execution, the corresponding relationship between each age group and the corresponding age weight can be stored in advance according to the relationship between the use frequency and the age of the intelligent electrical appliance, so that the table look-up and calling can be directly performed. Similarly, in actual execution, the corresponding relationship between each region range and the corresponding region weight can be stored in advance according to the relationship between the use frequency and the region of the intelligent electrical appliance, so that the table can be directly looked up and called.
In a preferred embodiment, the method further comprises:
if the function keys on the key operation panel are detected to have position movement changes, the function keys with the changed positions and the corresponding new position areas are recorded, and the function keys with the changed positions and the corresponding new position areas are sent to the preset server.
It can be understood that, in order to enable the preset server to update the analysis result in real time according to the feedback of the user, when it is detected that the position of the function key on the key operation panel changes, the function key with the changed position and the corresponding new position area are recorded, and the function key with the changed position and the corresponding new position area are sent to the preset server.
In a preferred embodiment, the method further comprises:
if the fact that the function keys on the key operation panel are removed from the key operation panel is detected, recording the function keys of the key operation panel which are removed, and sending the function keys of the key operation panel which are removed to the preset server.
It can be understood that, in order to enable the preset server to update the analysis result in real time according to the feedback of the user, when it is detected that the function key on the key operation panel is removed from the key operation panel, the function key of the key operation panel that is removed is recorded, and the function key of the key operation panel that is removed is sent to the preset server.
In a preferred embodiment, when the key operation panel is presented, an extended function key prompt symbol is further displayed on the key operation panel, and when the extended function key prompt symbol is triggered, a preset display area on the intelligent electrical appliance displays all other function keys of the intelligent electrical appliance except the function keys already displayed on the key operation panel.
For example, the smart appliance has 14 function keys in total, but only 4 frequently-used function keys obtained by analyzing historical key behavior data are displayed on the key operation panel, and the remaining 10 function keys are hidden, when a user triggers a prompt symbol (for example, the symbol is an extended function key prompt symbol) on the key operation panel ＞＞ ) And displaying the 10 hidden function keys in a preset display area on the intelligent electric appliance so that a user can select the function keys needing to be added to the key operation panel again.
In a preferred embodiment, the method further comprises:
if an instruction for triggering the prompt symbol of the extended function key is received, displaying all other function keys of the intelligent electrical appliance except the function keys displayed on the key operation panel in a preset display area on the intelligent electrical appliance;
and if detecting that the function keys in the preset display area are added to the key operation panel, recording the newly added function keys and the position areas corresponding to the keys, and sending the newly added function keys and the position areas corresponding to the keys to the preset server.
It can be understood that, in order to enable the preset server to update the analysis result in real time according to the feedback of the user, when it is detected that the function key in the preset display area is added to the key operation panel, the newly added function key and the position area corresponding to the key are recorded, and the newly added function key and the position area corresponding to the key are sent to the preset server.
In a preferred embodiment, the method further comprises:
after receiving an intelligent electric appliance starting instruction, if the intelligent electric appliance is detected to be used for the first time, displaying prompt information for prompting a user to set a frequently-used function key;
correspondingly, common function keys set by a user and corresponding position areas of the common function keys on the key operation panel are recorded, and the common function keys set by the user and the corresponding position areas of the common function keys on the key operation panel are sent to the preset server.
It can be understood that, in order to enable the preset server to update the analysis result in real time according to the feedback of the user, when it is detected that the intelligent electrical appliance is used for the first time, the common function keys set by the user and the corresponding position areas of the common function keys on the key operation panel are sent to the preset server.
The key setting method based on the user behavior analysis provided in this embodiment is described in detail below with reference to fig. 4. Referring to fig. 4, the processing procedure of the method includes the following steps:
and S1, starting to work.
And S2, acquiring data of the user using behaviors by using a data acquisition module.
And S3, caching part of the acquired data by using the data caching module to prevent data loss.
And S4, judging whether the intelligent electric appliance is networked or not, if not, entering a step S10, and if so, entering a step S5.
And S5, judging whether the intelligent electric appliance is used for the first time, prompting a user to set an initial common function when the intelligent electric appliance is used for the first time, and otherwise, entering the step S6.
And S6, uploading the user use behavior data to a file storage server.
And S7, processing and filtering the user using behavior data and storing the data in a preset server.
And S8, acquiring a user behavior analysis model which is established in advance, and analyzing the user use behavior data by using the user behavior analysis model.
And S9, writing the statistical analysis result into a database.
And S10, arranging the function keys with the highest preference degree in each position area of the operation panel, wherein the specific number of the areas can be set by self according to the situation.
And S11, finishing the cooking process.
Based on the same inventive concept, the second embodiment of the present invention provides another method for setting a key based on user behavior analysis, referring to fig. 5, where the method includes the following steps:
step 201: analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular to the users, acquiring N position areas most popular to the users on the key operation panel, and acquiring the best matching relation between the N function keys most popular to the users and the N position areas most popular to the users, wherein N is more than or equal to 1.
Step 202: and returning the acquired N most popular function keys, N position areas on the key operation panel most popular with the user, and the optimal matching relationship between the N most popular function keys and the N most popular position areas as key panel display result information to the intelligent electric appliance, so that the intelligent electric appliance presents the key operation panel according to the key panel display result information returned by the preset server after receiving an intelligent electric appliance starting instruction, the N most popular function keys are displayed on the key operation panel, and the N most popular function keys appear in the matched position areas in the N most popular position areas.
In a preferred embodiment, the N most popular function keys are obtained from high to low according to the frequency of the function keys used by the user; the N most popular position areas are obtained from high to low according to the use frequency of the position areas by the user; and the best matching relation between the N most popular function keys and the N most popular position areas is obtained from high to low according to the statistical times of the most popular function keys placed in each most popular position area.
In a preferred embodiment, the historical key press behavior data includes user age and/or region information;
correspondingly, when analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular with users, acquiring N position areas most popular with users on the key operation panel, and acquiring the best matching relation between the N function keys most popular with users and the N position areas most popular with users, corresponding age weights are given to the historical key behavior data of the users according to age ranges of the users, and/or corresponding region weights are given to the historical key behavior data of the users according to region ranges of the user regions.
In a preferred embodiment, the method further comprises:
and receiving the function key with the changed position and a corresponding new position area which are recorded when the intelligent electric appliance detects that the function key on the key operation panel has the position movement change.
In a preferred embodiment, the method further comprises:
and receiving the function keys of the key operation panel which are removed when the intelligent electric appliance detects that the function keys on the key operation panel are removed from the key operation panel.
In a preferred embodiment, the method further comprises:
receiving newly added function keys and position areas corresponding to the newly added function keys, which are recorded when the intelligent electric appliance detects that the extended function keys in the preset display area are added to the key operation panel; the extended function keys are all other function keys of the intelligent electric appliance except the function keys displayed on the key operation panel.
In a preferred embodiment, the method further comprises:
and receiving common function keys set by the intelligent electric appliance when the intelligent electric appliance is used for the first time and corresponding position areas of the common function keys on the key operation panel.
The key setting method based on user behavior analysis provided by this embodiment is similar to the operating principle and the beneficial effects of the key setting method based on user behavior analysis provided by the first embodiment, and specific contents can be referred to the description of the above embodiment, and detailed descriptions thereof are omitted here.
Based on the same inventive concept, a third embodiment of the present invention provides an intelligent electrical appliance, referring to fig. 6, including: a first processing module 11 and a second processing module 12, wherein:
the first processing module 11 is configured to send a key panel display request instruction to a preset server after receiving an intelligent appliance starting instruction, and receive key panel display result information returned by the preset server according to the key panel display request instruction;
the second processing module 12 is configured to present a key operation panel according to key panel display result information returned by the preset server, where a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel;
the preset server analyzes the historical key behavior data of the user to obtain a first common function key set displayed on the key operation panel and the distribution of the position areas of each function key in the first common function key set on the key operation panel.
It can be understood that, in order to cooperate with the pre-server to complete the analysis, the intelligent electrical appliance needs to feed back the key operation information of the user in real time, and therefore, the intelligent electrical appliance provided by this embodiment further includes: the device comprises a data acquisition module, a data cache module, a communication module and a touch display screen; wherein:
the data acquisition module is an acquisition device embedded in the intelligent electric appliance, can acquire pictures and operation behaviors of the intelligent electric appliance and form a data file;
the data caching module is a module for caching the collected data of the part so as to prevent data loss due to power failure;
a communication module: the intelligent electric appliance is used for connecting a network, so that the intelligent electric appliance can exchange data with a preset server.
And the touch display screen is used for displaying the common function key list and all the function key lists and can be operated in a touch mode.
It can be understood that the present embodiment arranges the function keys on the touch display screen or the infrared projection interface instead of the conventional device panel.
It can be understood that the intelligent electrical appliance provided in this embodiment may be used to execute the key setting method based on user behavior analysis described in the first embodiment, and the working principle and the technical effect are similar, and specific contents may refer to introduction and description of the first embodiment, which is not described in detail in this embodiment.
Based on the same inventive concept, a fourth embodiment of the present invention provides a server, referring to fig. 7, where the server includes: an analysis module 21 and a sending module 22, wherein:
the analysis module 21 is used for analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular with the users, acquiring N position areas most popular with the users on the key operation panel, and acquiring the optimal matching relationship between the N function keys most popular with the users and the N position areas most popular with the users, wherein N is more than or equal to 1;
the sending module 22 is configured to return the acquired N most popular function keys, N location areas on the key operation panel that are most popular with users, and an optimal matching relationship between the N most popular function keys and the N most popular location areas as key panel display result information to the smart appliance, so that the smart appliance presents the key operation panel according to the key panel display result information returned by the preset server after receiving an intelligent appliance starting instruction, the N most popular function keys are displayed on the key operation panel, and the N most popular function keys are presented in location areas that are matched in the N most popular location areas.
It can be understood that, to complete the analysis work of the analysis module 21, the preset server further needs to include: the system comprises a data cleaning module, a data storage server, a user behavior analysis model, a user behavior analysis result base and a display interface or app; wherein:
the data cleaning module is used for processing the user behavior data and filtering some useless data;
the data storage server is used for storing user behavior data;
the user behavior analysis model is used for mining influence factors through the collected user behavior data and the user basic attribute data and establishing a user behavior analysis model according to the factors;
the user behavior analysis result library is used for storing the calculation result of the user behavior analysis model;
and the display interface or the app is used for arranging the function keys with the highest preference degree in each position area so as to enable the user to accurately position. Therefore, the embodiment analyzes the use habits of the user based on the user behaviors, and generates the favorite function list and the proper function key position in real time, so that the user experience is improved, and meanwhile, the function interface of the intelligent electric appliance is beautified.
It can be understood that the intelligent electrical appliance provided in this embodiment may be used to execute the key setting method based on user behavior analysis described in the second embodiment, the working principle and the technical effect of the intelligent electrical appliance are similar, specific contents may refer to the introduction and the description of the second embodiment, and details of the intelligent electrical appliance are not described in this embodiment.
Based on the same inventive concept, a fifth embodiment of the present invention provides an electronic device, referring to fig. 8, where the electronic device specifically includes the following contents: a processor 801, a memory 802, a communication interface 803, and a bus 804;
the processor 801, the memory 802 and the communication interface 803 complete mutual communication through the bus 804; the communication interface 803 is used for realizing information transmission between related devices such as modeling software, an intelligent manufacturing equipment module library and the like;
the processor 801 is configured to call the computer program in the memory 802, and the processor implements all the steps in the first embodiment when executing the computer program, for example, the processor implements the following steps when executing the computer program:
step 101: after receiving an intelligent electric appliance starting instruction, sending a key panel display request instruction to a preset server, and receiving key panel display result information returned by the preset server according to the key panel display request instruction.
Step 102: displaying a key operation panel according to key panel display result information returned by the preset server, wherein a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel; the preset server analyzes the historical key behavior data of the user to obtain a first common function key set displayed on the key operation panel and the distribution of the position areas of each function key in the first common function key set on the key operation panel.
Based on the same inventive concept, a sixth embodiment of the present invention provides a computer-readable storage medium, where a computer program is stored, and the computer program, when executed by a processor, implements all the steps of the first embodiment, for example, when the processor executes the computer program, the processor implements the following steps:
step 101: after receiving an intelligent electric appliance starting instruction, sending a key panel display request instruction to a preset server, and receiving key panel display result information returned by the preset server according to the key panel display request instruction.
Step 102: displaying a key operation panel according to key panel display result information returned by the preset server, wherein a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel; the preset server analyzes the user historical key behavior data to obtain a first common function key set displayed on the key operation panel and the distribution of the position areas of each function key in the first common function key set on the key operation panel.
Based on the same inventive concept, a seventh embodiment of the present invention provides an electronic device, with reference to fig. 9, where the electronic device specifically includes the following contents: a processor 901, memory 902, communication interface 903, and bus 904;
the processor 901, the memory 902 and the communication interface 903 complete mutual communication through the bus 904; the communication interface 903 is used for realizing information transmission among related devices such as modeling software, an intelligent manufacturing equipment module library and the like;
the processor 901 is configured to invoke the computer program in the memory 902, and the processor implements all the steps in the second embodiment when executing the computer program, for example, the processor implements the following steps when executing the computer program:
step 201: analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular to the users, acquiring N position areas most popular to the users on the key operation panel, and acquiring the best matching relation between the N function keys most popular to the users and the N position areas most popular to the users, wherein N is more than or equal to 1.
Step 202: and returning the acquired N most popular function keys, N position areas on the key operation panel which are most popular with the user, and the optimal matching relation between the N most popular function keys and the N most popular position areas as key panel display result information to the intelligent electric appliance, so that the intelligent electric appliance presents the key operation panel according to the key panel display result information returned by the preset server after receiving an intelligent electric appliance starting instruction, the N most popular function keys are displayed on the key operation panel, and the N most popular function keys are presented in the matched position areas in the N most popular position areas.
Based on the same inventive concept, an eighth embodiment of the present invention provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and the computer program, when executed by a processor, implements all the steps of the second embodiment, for example, when the processor executes the computer program, the processor implements the following steps:
step 201: analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular with the users, acquiring N position areas on the key operation panel most popular with the users, and acquiring the optimal matching relation between the N function keys most popular with the users and the N position areas most popular with the users, wherein N is more than or equal to 1.
Step 202: and returning the acquired N most popular function keys, N position areas on the key operation panel most popular with the user, and the optimal matching relationship between the N most popular function keys and the N most popular position areas as key panel display result information to the intelligent electric appliance, so that the intelligent electric appliance presents the key operation panel according to the key panel display result information returned by the preset server after receiving an intelligent electric appliance starting instruction, the N most popular function keys are displayed on the key operation panel, and the N most popular function keys appear in the matched position areas in the N most popular position areas.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrases "comprising a," "8230," "8230," or "comprising" does not exclude the presence of additional like elements in a process, method, article, or apparatus that comprises the element.
The above examples are only for illustrating the technical solutions of the present invention, and not for limiting the same; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.

Claims (20)

1. A key setting method based on user behavior analysis is characterized by comprising the following steps:
after receiving an intelligent electric appliance starting instruction, sending a key panel display request instruction to a preset server, and receiving key panel display result information returned by the preset server according to the key panel display request instruction;
displaying a key operation panel according to key panel display result information returned by the preset server, wherein a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel;
the preset server analyzes the historical key behavior data of the user to obtain a first common function key set displayed on the key operation panel and the distribution situation of the position areas of each function key in the first common function key set on the key operation panel;
distributing each function key in the first common function key set to different position areas of the key operation panel, including: distributing the function keys used by the user habit in the position area corresponding to the habit distribution of the function keys;
the preset server analyzes historical key behavior data of different users in the process of using the intelligent electric appliance, acquires N function keys most popular with the users, acquires N position areas most popular with the users on the key operation panel, acquires the best matching relationship between the N function keys most popular with the users and the N position areas most popular with the users, returns the acquired N function keys most popular with the users to the intelligent electric appliance to be used as a first common function key set, and returns the best matching relationship between the N function keys most popular with the users and the N position areas most popular with the users to the intelligent electric appliance to be used as a position area distribution basis of each function key in the first common function key set on the key operation panel;
the N most popular functional keys are obtained from high to low according to the use frequency of the functional keys by the user; the N most popular position areas are obtained from high to low according to the use frequency of the position areas by the user; the best matching relation between the N most popular function keys and the N most popular position areas is obtained from high to low according to the statistical times of the most popular function keys placed in each most popular position area, and N is larger than or equal to 1.
2. The method of claim 1, wherein the historical keystroke behavior data comprises user age and/or regional information;
correspondingly, when the preset server analyzes historical key behavior data of different users in the process of using the intelligent electric appliance, obtains N function keys most popular with users, obtains N position areas most popular with users on the key operation panel, and obtains the best matching relationship between the N function keys most popular with users and the N position areas most popular with users, corresponding age weight is given to the historical key behavior data of the users according to the age range of the users, and/or corresponding region weight is given to the historical key behavior data of the users according to the region range of the users.
3. The method of claim 1, further comprising:
if the function keys on the key operation panel are detected to have position movement changes, the function keys with the changed positions and the corresponding new position areas are recorded, and the function keys with the changed positions and the corresponding new position areas are sent to the preset server.
4. The method of claim 1, further comprising:
if the fact that the function keys on the key operation panel are removed from the key operation panel is detected, recording the function keys of the key operation panel which are removed, and sending the function keys of the key operation panel which are removed to the preset server.
5. The method according to claim 1, wherein when the key operation panel is presented, an extended function key prompt symbol is further displayed on the key operation panel, and when the extended function key prompt symbol is triggered, all the other function keys of the smart appliance except the function key already displayed on the key operation panel are displayed in a preset display area on the smart appliance.
6. The method of claim 5, further comprising:
if an instruction for triggering the prompt symbol of the extended function key is received, displaying all other function keys of the intelligent electrical appliance except the function keys displayed on the key operation panel in a preset display area on the intelligent electrical appliance;
and if detecting that the function keys in the preset display area are added to the key operation panel, recording the newly added function keys and the position areas corresponding to the keys, and sending the newly added function keys and the position areas corresponding to the keys to the preset server.
7. The method of claim 1, further comprising:
after receiving an intelligent electric appliance starting instruction, if the intelligent electric appliance is detected to be used for the first time, displaying prompt information for prompting a user to set a frequently-used function key;
correspondingly, common function keys set by a user and corresponding position areas of the common function keys on the key operation panel are recorded, and the common function keys set by the user and the corresponding position areas of the common function keys on the key operation panel are sent to the preset server.
8. A key setting method based on user behavior analysis is characterized by comprising the following steps:
analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular with the users, acquiring N position areas most popular with the users on the key operation panel, and acquiring the best matching relation between the N function keys most popular with the users and the N position areas most popular with the users, wherein N is more than or equal to 1;
the method comprises the steps that N acquired function keys most popular with users, N position areas most popular with users on a key operation panel and the best matching relation between the N function keys most popular with users and the N position areas most popular with users are used as key panel display result information to be returned to the intelligent electric appliance, so that the intelligent electric appliance presents the key operation panel according to the key panel display result information returned by a preset server after receiving an intelligent electric appliance starting instruction, N function keys most popular with users are displayed on the key operation panel, and the N function keys most popular with users are presented in the matched position areas in the N position areas most popular with users;
the N most popular functional keys are obtained from high to low according to the use frequency of the functional keys by the user; the N most popular position areas are obtained from high to low according to the use frequency of the position areas by the user; the best matching relation between the N most popular function keys and the N most popular position areas is obtained from high to low according to the statistical times of the most popular function keys placed in each most popular position area.
9. The method according to claim 8, wherein the N most popular function keys are obtained from high to low according to the frequency of use of the function keys by the user; the N most popular position areas are obtained from high to low according to the use frequency of the position areas by the user; the best matching relation between the N function keys most popular with the user and the N position areas most popular with the user is obtained from high to low according to the statistical times of the function keys most popular with the user and placed in each position area most popular with the user.
10. The method according to claim 8 or 9, wherein the historical key press behavior data comprises user age and/or region information;
correspondingly, when analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular with users, acquiring N position areas most popular with users on the key operation panel, and acquiring the best matching relation between the N function keys most popular with users and the N position areas most popular with users, corresponding age weights are given to the historical key behavior data of the users according to age ranges of the users, and/or corresponding region weights are given to the historical key behavior data of the users according to region ranges of the user regions.
11. The method of claim 8, further comprising:
and receiving the function key with the changed position and a corresponding new position area which are recorded when the intelligent electric appliance detects that the function key on the key operation panel has the position movement change.
12. The method of claim 8, further comprising:
and receiving the function keys of the key operation panel which are removed and recorded when the intelligent electric appliance detects that the function keys on the key operation panel are removed from the key operation panel.
13. The method of claim 8, further comprising:
receiving newly added function keys and position areas corresponding to the newly added function keys, which are recorded when the intelligent electric appliance detects that the extended function keys in the preset display area are added to the key operation panel; the extended function keys are all other function keys of the intelligent electric appliance except the function keys displayed on the key operation panel.
14. The method of claim 8, further comprising:
and receiving common function keys set by the intelligent electric appliance when the intelligent electric appliance is used for the first time and corresponding position areas of the common function keys on the key operation panel.
15. An intelligent appliance, comprising:
the first processing module is used for sending a key panel display request instruction to a preset server after receiving an intelligent electric appliance starting instruction, and receiving key panel display result information returned by the preset server according to the key panel display request instruction;
the second processing module is used for presenting a key operation panel according to key panel display result information returned by the preset server, wherein a first common function key set is displayed on the key operation panel, and each function key in the first common function key set is distributed in different position areas of the key operation panel;
the preset server analyzes the historical key behavior data of the user to obtain a first common function key set displayed on the key operation panel and the distribution situation of the position areas of each function key in the first common function key set on the key operation panel;
distributing each function key in the first common function key set to different position areas of the key operation panel, including: distributing the function keys used by the user habit in the position area corresponding to the habit distribution of the function keys;
the preset server analyzes historical key behavior data of different users in the process of using the intelligent electric appliance, obtains N function keys most popular with the users, obtains N position areas on the key operation panel most popular with the users, obtains the best matching relationship between the N function keys most popular with the users and the N position areas most popular with the users, returns the obtained N function keys most popular with the users to the intelligent electric appliance to be used as a first common function key set, and returns the best matching relationship between the N function keys most popular with the users and the N position areas most popular with the users to the intelligent electric appliance to be used as a position area distribution basis of each function key in the first common function key set on the key operation panel;
the N most popular function keys are obtained from high to low according to the use frequency of the function keys by the user; the N most popular position areas are obtained from high to low according to the use frequency of the position areas by the user; the best matching relation between the N most popular function keys and the N most popular position areas is obtained from high to low according to the statistical times of the most popular function keys placed in each most popular position area, and N is larger than or equal to 1.
16. A server, comprising:
the analysis module is used for analyzing historical key behavior data of different users in the process of using the intelligent electric appliance, acquiring N function keys most popular with the users, acquiring N position areas most popular with the users on the key operation panel, and acquiring the best matching relation between the N function keys most popular with the users and the N position areas most popular with the users, wherein N is more than or equal to 1;
the sending module is used for returning the acquired N function keys most popular with the users, N position areas most popular with the users on the key operation panel and the optimal matching relation between the N function keys most popular with the users and the N position areas most popular with the users to the intelligent electric appliance as key panel display result information, so that the intelligent electric appliance presents the key operation panel according to the key panel display result information returned by a preset server after receiving an intelligent electric appliance starting instruction, N function keys most popular with the users are displayed on the key operation panel, and the N function keys most popular with the users present matched position areas in the N position areas most popular with the users;
the N most popular functional keys are obtained from high to low according to the use frequency of the functional keys by the user; the N most popular position areas are obtained from high to low according to the use frequency of the position areas by the user; the best matching relation between the N most popular function keys and the N most popular position areas is obtained from high to low according to the statistical times of the most popular function keys placed in each most popular position area.
17. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the steps of the method for setting keys based on analysis of user behavior according to any of claims 1 to 7 when executing the program.
18. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method for setting keys based on analysis of user behavior as claimed in any one of claims 1 to 7.
19. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the steps of the method for setting a key based on analysis of user behavior according to any of claims 8 to 14 when executing the program.
20. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method for setting keys based on analysis of user behavior according to any one of claims 8 to 14.
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