CN111258695A - Dial plate recommendation method and device for telephone watch and terminal equipment - Google Patents

Dial plate recommendation method and device for telephone watch and terminal equipment Download PDF

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Publication number
CN111258695A
CN111258695A CN202010042449.XA CN202010042449A CN111258695A CN 111258695 A CN111258695 A CN 111258695A CN 202010042449 A CN202010042449 A CN 202010042449A CN 111258695 A CN111258695 A CN 111258695A
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dial
recommended
dial plate
tested
label
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CN111258695B (en
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谢瑜
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TCL China Star Optoelectronics Technology Co Ltd
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Shenzhen China Star Optoelectronics Technology Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/451—Execution arrangements for user interfaces
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/16—Constructional details or arrangements
    • G06F1/1613—Constructional details or arrangements for portable computers
    • G06F1/163—Wearable computers, e.g. on a belt

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  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Human Computer Interaction (AREA)
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  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Telephonic Communication Services (AREA)

Abstract

The application is applicable to the technical field of telephone watches, and provides a dial plate recommendation method, a dial plate recommendation device, a terminal device and a computer readable storage medium for a telephone watch, which comprise the following steps: acquiring at least two behavior data of a user on each dial plate to be tested in M dial plates to be tested of the telephone watch; acquiring preference scores of each dial plate to be recommended in the N dial plates to be recommended according to the at least two behavior data of each dial plate to be tested; sequencing the N dials to be recommended according to the sequence of the preference scores from high to low to obtain the sequencing results of the N dials to be recommended; and acquiring the dial plate recommendation result of the telephone watch according to the sorting results of the N dials to be recommended. Through the dial plate searching method and device, the dial plate searching process can be simplified, and the dial plate searching efficiency is improved.

Description

Dial plate recommendation method and device for telephone watch and terminal equipment
Technical Field
The application belongs to the technical field of telephone watches, and particularly relates to a dial plate recommendation method, a dial plate recommendation device, a terminal device and a computer readable storage medium for a telephone watch.
Background
The telephone watch is a communication tool integrating functions of watch, communication, positioning and the like, and has been pursued by a lot of users in recent years. In order to meet the individual requirements of users, dial plate shops of telephone watches usually have more different dial plates, and users can select from more different dial plates according to their own preferences. However, in the prior art, the favorite dial plates are selected from all the dial plates of the dial plate shop, and the dial plate searching process is tedious.
Disclosure of Invention
The application provides a dial plate recommendation method, a dial plate recommendation device, a terminal device and a computer readable storage medium of a telephone watch, so that a dial plate searching process is simplified, and dial plate searching efficiency is improved.
In a first aspect, an embodiment of the present application provides a dial plate recommendation method for a telephone watch, where the dial plate recommendation method includes:
acquiring at least two behavior data of a user on each dial plate to be tested in M dial plates to be tested of the telephone watch, wherein M is an integer larger than 1;
acquiring a preference score of each dial plate to be recommended in N dial plates to be recommended according to the at least two behavior data of each dial plate to be tested, wherein N is an integer greater than 1;
sequencing the N dials to be recommended according to the sequence of the preference scores from high to low to obtain the sequencing results of the N dials to be recommended;
and acquiring the dial plate recommendation result of the telephone watch according to the sorting results of the N dials to be recommended.
In a second aspect, an embodiment of the present application provides a dial plate recommendation device for a telephone watch, including:
the behavior data acquisition module is used for acquiring at least two different behavior data of a user on each dial plate to be tested in M dial plates to be tested of the telephone watch, wherein M is an integer larger than 1;
the preference score acquisition module is used for acquiring preference scores of each dial plate to be recommended in N dial plates to be recommended according to at least two different behavior data of each dial plate to be tested, wherein N is an integer greater than 1;
the dial plate sorting module is used for sorting the N dials to be recommended according to the sequence of the preference scores from high to low to obtain the sorting results of the N dials to be recommended;
and the recommendation result acquisition module is used for acquiring the dial plate recommendation results of the telephone watch according to the sorting results of the N dials to be recommended.
In a third aspect, an embodiment of the present application provides a terminal 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 dial recommendation method according to the first aspect when executing the computer program.
In a fourth aspect, the present application provides a computer-readable storage medium, which stores a computer program, and when the computer program is executed by a processor, the computer program implements the steps of the dial plate recommendation method according to the first aspect.
In a fifth aspect, the present application provides a computer program product, which when run on a terminal device, causes the terminal device to execute the steps of the dial recommendation method according to the first aspect.
It can be seen from above that, this application is through collecting two kinds of at least action data of every dial plate that awaits measuring in the M dial plates that await measuring of user to telephone wrist-watch (for example the dial plate that has used), can be based on the action data of a plurality of dimensions of M dial plates that await measuring and obtain the hobby score of user to N dial plates that await recommendation (for example unused dial plate), score according to the hobby again and rank N dial plates that await recommendation, can obtain the dial plate recommendation result that comparatively accords with user's hobby, be convenient for the user seek favorite dial plate from the dial plate recommendation result, and need not the user and seek from all dial plates in dial plate shop, the dial plate process of seeking has been simplified, the dial plate.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the embodiments or the prior art descriptions will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without inventive exercise.
Fig. 1 is a schematic flow chart illustrating an implementation of a dial plate recommendation method for a telephone watch according to an embodiment of the present application;
fig. 2 is a schematic flow chart illustrating an implementation of a dial plate recommendation method for a telephone watch according to a second embodiment of the present application;
fig. 3 is a schematic view of a dial plate recommendation device of a telephone watch provided in the third embodiment of the present application;
fig. 4 is a schematic diagram of a terminal device according to a fourth embodiment of the present application.
Detailed Description
In the following description, for purposes of explanation and not limitation, specific details are set forth, such as particular system structures, techniques, etc. in order to provide a thorough understanding of the embodiments of the present application. It will be apparent, however, to one skilled in the art that the present application may be practiced in other embodiments that depart from these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.
It will be understood that the terms "comprises" and/or "comprising," when used in this specification and the appended claims, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
It is also to be understood that the terminology used in the description of the present application herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. As used in the specification of the present application and the appended claims, the singular forms "a," "an," and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise.
It should be further understood that the term "and/or" as used in this specification and the appended claims refers to and includes any and all possible combinations of one or more of the associated listed items.
As used in this specification and the appended claims, the term "if" may be interpreted contextually as "when", "upon" or "in response to a determination" or "in response to a detection". Similarly, the phrase "if it is determined" or "if a [ described condition or event ] is detected" may be interpreted contextually to mean "upon determining" or "in response to determining" or "upon detecting [ described condition or event ]" or "in response to detecting [ described condition or event ]".
In particular implementations, the terminal devices described in embodiments of the present application include, but are not limited to, other portable devices such as mobile phones, laptop computers, or tablet computers having touch sensitive surfaces (e.g., touch screen displays and/or touch pads). It should also be understood that in some embodiments, the device is not a portable communication device, but is a desktop computer having a touch-sensitive surface (e.g., a touch screen display and/or touchpad).
In the discussion that follows, a terminal device that includes a display and a touch-sensitive surface is described. However, it should be understood that the terminal device may include one or more other physical user interface devices such as a physical keyboard, mouse, and/or joystick.
The terminal device supports various applications, such as one or more of the following: a drawing application, a presentation application, a word processing application, a website creation application, a disc burning application, a spreadsheet application, a gaming application, a telephone application, a video conferencing application, an email application, an instant messaging application, an exercise support application, a photo management application, a digital camera application, a web browsing application, a digital music player application, and/or a digital video player application.
Various applications that may be executed on the terminal device may use at least one common physical user interface device, such as a touch-sensitive surface. One or more functions of the touch-sensitive surface and corresponding information displayed on the terminal can be adjusted and/or changed between applications and/or within respective applications. In this way, a common physical architecture (e.g., touch-sensitive surface) of the terminal can support various applications with user interfaces that are intuitive and transparent to the user.
It should be understood that, the sequence numbers of the steps in this embodiment do not mean the execution sequence, and the execution sequence of each process should be determined by the function and the inherent logic of the process, and should not constitute any limitation to the implementation process of the embodiment of the present application.
In order to explain the technical solution described in the present application, the following description will be given by way of specific examples.
Referring to fig. 1, which is a schematic flow chart illustrating an implementation process of a dial plate recommendation method for a telephone watch provided in an embodiment of the present application, where the dial plate recommendation method is applied to a terminal device, as shown in the figure, the dial plate recommendation method may include the following steps:
step S101, at least two kinds of behavior data of a user on each dial plate to be tested in M dial plates to be tested of the telephone watch are obtained.
Wherein M is an integer greater than 1.
In the embodiment of the application, the terminal equipment can collect the use behavior of the dial plate of the telephone watch in the preset time of a user, and screen out two behavior data of dial plate purchase and dial plate switching. The at least two kinds of behavior data of each dial to be tested include, but are not limited to, purchasing behavior data and switching behavior data of each dial to be tested, the purchasing behavior data of the dial to be tested may refer to data of purchasing the dial to be tested from a dial store, including, but not limited to, the number of purchases and the time of purchasing the dial to be tested (i.e., the time of purchasing the dial to be tested from the dial store), the switching behavior data refer to data of switching the telephone watch from the dial to be tested to another dial to be tested, including, but not limited to, the number of switching times and the switching time of the dial to be tested (i.e., the time of occurrence of switching the dial, for one dial to be tested, the switching time generally includes a switching start time and a switching end time, the time of switching the telephone watch from the current dial to the dial to be tested is the switching start time of the dial to be tested. It should be noted that the at least two behavior data of each dial to be measured are not limited to the purchasing behavior data and the switching behavior data, and the user may set the specific content of the at least two behavior data according to the actual needs, which is not limited herein.
The M dials to be measured may refer to dials used or in use by the user within a preset time. The preset time may refer to a preset time for collecting behavior data of the M dials to be measured. Optionally, the user may set the preset time (for example, 30 days) according to actual needs, which is not limited herein.
And step S102, acquiring the preference score of each dial plate to be recommended in the N dial plates to be recommended according to the at least two behavior data of each dial plate to be tested.
Wherein N is an integer greater than 1.
In the embodiment of the application, the preference scores of the unused dial plates in the dial plate shop of the user can be obtained according to at least two kinds of behavior data of the used dial plates in the dial plate shop of the user, so that the dial plate recommendation is performed on the user according to the preference scores of the unused dial plates of the user. The dial to be tested can refer to a dial used by a user, and the used dial comprises a used dial and a dial in use; the to-be-recommended dial may refer to a dial not used by the user.
And step S103, sequencing the N dials to be recommended according to the sequence of the preference scores from high to low, and acquiring the sequencing results of the N dials to be recommended.
In the embodiment of the application, the N dials to be recommended are sorted according to the sequence of the preference scores from high to low, the dials which are interested or loved by the user can be arranged in front of the dial, and the dials which are not interested or loved by the user are arranged behind the dial, so that the sorting results of the N dials to be recommended according to the interest degree or the love degree are obtained.
And step S104, obtaining the dial plate recommendation result of the telephone watch according to the sorting result of the N dials to be recommended.
In the embodiment of the application, according to the sorting results of the N dials to be recommended, part of dials can be selected from the N dials to be recommended to serve as dial recommendation results and recommended to a user, and the user can conveniently and quickly select the dials to be used from the dials which are interested or loved.
Optionally, the obtaining of the dial plate recommendation result of the telephone watch according to the sorting results of the N dials to be recommended includes:
and acquiring the dial plates to be recommended which are arranged at the front L positions from the sequencing results of the N dial plates to be recommended, and determining that the dial plates to be recommended which are arranged at the front L positions are the dial plate recommendation results of the telephone watch, wherein L is an integer which is larger than zero and smaller than or equal to N.
Optionally, the user may set a value of L according to actual needs, for example, the value of L is 1, that is, the dial to be recommended arranged at the first place is recommended to the user as a dial recommendation result; and L is 2, namely the dials to be recommended which are arranged in the first two digits are recommended to the user as dial plate recommendation results.
Optionally, after obtaining the dial recommendation result, the method further includes:
and sending the dial recommendation result to the telephone watch.
In the embodiment of the application, the terminal device can recommend the dial plate recommendation result to the user by sending the dial plate recommendation result to the telephone watch, for example, after the telephone watch receives the dial plate recommendation result, the dial plate recommendation result is displayed, and the user can select the dial plate to be used from the displayed dial plate recommendation result.
The embodiment of the application can obtain the preference scores of the user to the unused dial plates according to the behavior data of a plurality of dimensionalities of the used dial plates and then sort the unused dial plates according to the preference scores, the dial plate recommendation results which are more accordant with the preference of the user can be obtained, the user can conveniently search favorite dial plates from the dial plate recommendation results, the user does not need to search from all dial plates of a dial plate shop, the dial plate searching process is simplified, and the dial plate searching efficiency is improved.
Referring to fig. 2, it is a schematic diagram of an implementation flow of a dial plate recommendation method for a telephone watch provided in the second embodiment of the present application, where the dial plate recommendation method is applied to a terminal device, and as shown in the figure, the dial plate recommendation method may include the following steps:
step S201, at least two kinds of behavior data of a user on each dial plate to be tested in M dial plates to be tested of the telephone watch are obtained.
Wherein M is an integer greater than 1.
The step is the same as step S101, and reference may be made to the related description of step S101, which is not repeated herein.
Step S202, acquiring a preference score of each label of each dial plate to be detected according to the at least two behavior data of each dial plate to be detected.
The method comprises the steps of labeling each dial plate (including a dial plate to be detected and a dial plate to be recommended) in a dial plate shop manually, labeling each dial plate according to multiple dimensions such as category, function, holiday, artistic characteristics, style and related adjectives of each dial plate, after labeling is completed, establishing a corresponding relation between each dial plate and at least one label, wherein each label of each dial plate refers to each label in at least one label corresponding to each dial plate, for example, the dial plate A corresponds to the label 1 and the label 2, and each label of the dial plate A refers to the label 1 and the label 2. The preference score of each label of each dial plate to be tested can represent the preference degree of each label of each dial plate to be tested, and the higher the preference score of the label is, the more the user likes the label.
Optionally, the obtaining, according to the at least two kinds of behavior data of each dial plate to be measured in the M dial plates to be measured, the taste score of each label of each dial plate to be measured includes:
acquiring preference scores of each dial plate to be tested according to the at least two behavior data of each dial plate to be tested;
and acquiring the preference score of each label of each dial plate to be tested according to the preference score of each dial plate to be tested.
In the embodiment of the application, the purchase times and the switching times of each dial plate to be detected in at least two kinds of behavior data of each dial plate to be detected can be obtained, the product of the purchase times of each dial plate to be detected and the score of the purchase dial plate once is calculated according to the preset score of the purchase dial plate once (namely the score weight of the purchase times) and the score of the switching dial plate once (namely the score weight of the switching times), the product of the switching times of each dial plate to be detected and the score of the switching dial plate once is accumulated to obtain an accumulated value, the accumulated value is determined to be the favorite score of each dial plate to be detected, and the favorite score of each label of each dial plate to be detected can be obtained according to the favorite score of each dial plate to be detected. Illustratively, for the dial a to be tested, the purchase frequency is 1, the switching frequency is 2, the score of the purchase dial a is 10 points, the score of the switching dial a is 1 point, then the purchase score of the dial a to be tested is 10 points, the switching score is 2 points, and the accumulated value of the purchase score and the switching score is 12 points, then the preference score of the dial a to be tested can be determined to be 12 points.
Optionally, the obtaining, according to the at least two kinds of behavior data of each dial plate to be measured in the M dial plates to be measured, a preference score for each dial plate to be measured includes:
acquiring target data of each dial plate to be tested according to the at least two behavior data of each dial plate to be tested;
and acquiring the preference score of each dial plate to be tested according to the target data of each dial plate to be tested.
In this embodiment of the application, according to the switching behavior data in the at least two kinds of behavior data of each dial to be tested, the usage time (for example, the number of usage days) of each dial to be tested and whether the dial to be tested is a dial currently used by the telephone watch may be obtained, and the target data of each dial to be tested includes, but is not limited to, the number of purchases of each dial to be tested, the number of switching times, the usage time, and/or the dial to be tested is a dial currently used by the telephone watch, and the like. The usage time may be in units of days, or in units of hours and minutes, and is not limited herein. The target data for each dial under test may refer to data used to calculate a preference score for each dial under test. It should be noted that, if a dial to be tested is not the dial currently used by the telephone watch, the target data of the dial to be tested includes, but is not limited to, the purchase times, switching times, use time, etc. of the dial to be tested; if one dial to be tested is the dial currently used by the telephone watch, the target data of the dial to be tested comprises but is not limited to the purchase times, switching times and use time of the dial to be tested, the dial to be tested is the dial currently used by the telephone watch, and the like. For example, the target data for each dial to be measured may be combed into: user-dial-buy times; user-dial-switch times; user-current usage dial; user-dial-number of days of dial use.
Optionally, the target data of each dial plate to be tested includes first type target data and second type target data; the obtaining of the preference score of each dial plate to be tested according to the target data of each dial plate to be tested comprises:
obtaining the scoring weight of each target data in the first type of target data of each dial plate to be tested;
acquiring initial scores of each target data in the first type of target data of each dial plate to be tested according to the scoring weight of each target data in the first type of target data of each dial plate to be tested;
acquiring a target score of each target data in the first type of target data of each dial plate to be tested according to the initial score and the time attenuation factor of each target data in the first type of target data of each dial plate to be tested;
obtaining the scoring weight of each target data in the second type of target data of each dial plate to be tested;
acquiring a target score of each kind of target data in the second kind of target data of each dial plate to be tested according to the score weight of each kind of data in the second kind of target data of each dial plate to be tested;
and accumulating the target score of each target data in the first type of target data of each dial plate to be tested and the target score of each target data in the second type of target data of each dial plate to be tested to obtain an accumulated value, and determining the accumulated value as the preference score of each dial plate to be tested.
The first type of target data may refer to target data requiring consideration of a time attenuation factor, and the second type of target data may refer to target data requiring no consideration of the time attenuation factor. Time attenuation factors are added when the preference score of the dial plate to be measured is calculated according to the first type of target data, so that the attenuation of the interest degree of a user can be considered in the process of calculating the preference score of the dial plate to be measured, and the calculated preference score of the dial plate to be measured is more practical.
Optionally, the user may select the first type of target data and the second type of target data from the target data of each dial plate to be measured, for example, the purchase times of one dial plate to be measured are used as the first type of target data of the dial plate to be measured; and the switching times and the service time of the dial plate to be tested and the dial plate which is currently used by the telephone watch are used as second type target data of the dial plate to be tested. The scoring weight of each target data in the first type of target data can refer to the score of purchasing the dial plate to be tested once; the scoring weight of each target data in the second type of target data may refer to the scoring of switching the dial to be tested once, the scoring of using the dial to be tested for one unit time (for example, one day or one hour, etc.), and the scoring of using the dial to be tested as the dial currently used by the telephone watch.
Obtaining the target score of each target data in the first type of target data of each dial plate to be detected, specifically, obtaining the score weight of the purchase times and the purchase times of each dial plate to be detected, calculating the product of the purchase times of each dial plate to be detected and the score weight of the purchase times, determining the value obtained by the product as the initial score of the purchase times of each dial plate to be detected, obtaining the time interval between the purchase time of each dial plate to be detected and the current time, and obtaining the time interval between the purchase time of each dial plate to be detected and the current time according to the score formula rui＝x*λnObtaining the target score r of the purchase times of each dial to be testeduiWherein n is a time interval; λ is a time attenuation factor, λ is greater than zero and less than 1; x is the initial score for the number of purchases.
Obtaining the target score of each target data in the second type of target data of each dial to be measured, which specifically means that for any dial to be measured, if the dial to be measured is the dial currently used by the telephone watch, obtaining the scoring weight of the switching times, the scoring weight of the service time and the scoring weight of the dial currently used by the telephone watch, obtaining the switching times and the service time of the dial to be measured, calculating the product of the switching times and the scoring weight of the switching times of the dial to be measured, determining the value obtained by the product as the target score of the switching times of the dial to be measured, calculating the product of the service time and the scoring weight of the service time of the dial to be measured, determining the value obtained by the product as the target score of the service time of the dial to be measured, determining the scoring weight of the dial currently used by the telephone watch as the target score of the dial currently used by the telephone watch, the target scoring of the switching times and the target scoring of the service time of the dial to be tested and the target scoring of the dial currently used by the telephone watch are all the target scoring of the target data in the second type of target data of the dial to be tested; if the dial to be tested is not the dial currently used by the telephone watch, the scoring weight of the switching times and the scoring weight of the service time are obtained, the switching times and the service time of the dial to be tested are obtained, the product of the switching times of the dial to be tested and the scoring weight of the switching times is calculated, the value obtained by the product is determined to be the target score of the switching times of each dial to be tested, the product of the service time of the dial to be tested and the scoring weight of the service time is calculated, the value obtained by the product is determined to be the target score of the service time of the dial to be tested, and the target score of the switching times and the target score of the service time of the dial to be tested are the target scores of all target data in the second type target data of the dial to be tested.
Illustratively, the scoring weight of the purchase times is 10 points, the scoring weight of the switching times is 1 point, the weighting weight of the use time is 1 point, the scoring weight of the current use dial of the telephone watch is 5 points, the user u purchases the dial i 8 days ago, and then the target scoring of the purchase times of the user u on the dial i is rui＝10*λ8(ii) a If the number of times that the user u switches the dial i is 1, the target score of the switching number of times of the user u on the dial i is 11 minute; if the user u uses the dial i for 6 days, the target score of the user u on the use time of the dial i is 6; if the dial plate currently used by the user u is the dial plate i, the target score of the dial plate currently used by the telephone watch is 5 points, the four target scores are accumulated, and the initial score of the user u to the dial plate i is 10 x lambda8+12。
Optionally, the accumulating the target score of each target data in the first class of target data of each dial to be measured and the target score of each target data in the second class of target data of each dial to be measured to obtain an accumulated value includes:
and accumulating the target score of each target data in the first type of target data of each dial plate to be detected and the target score of each target data in the second type of target data of each dial plate to be detected, and calculating an accumulated value by using a spark calculation engine.
In the embodiment of the application, in the process of calculating the initial score of each dial plate to be measured by a user, a spark calculation engine is used for calculation, the spark calculation engine is a rapid and general calculation engine designed for large-scale data processing, the calculation capability of terminal equipment can be further improved, and meanwhile, the score calculation of tens of millions of user quantities is processed.
Optionally, the obtaining the preference score of each label of each dial plate to be measured according to the preference score of each dial plate to be measured includes:
acquiring the weight of each label of each dial plate to be detected;
and acquiring the preference score of each label of each dial plate to be detected according to the preference score of each dial plate to be detected and the weight of each label of each dial plate to be detected.
In this embodiment of the application, a weight of each label of each to-be-measured dial plate may be preset (for example, the weight of each label is 1), for any to-be-measured dial plate, a product of the preference score of the to-be-measured dial plate and the weight of each label of the to-be-measured dial plate is calculated, and a value obtained by the product is used as the preference score of each label. For example, the preference score of the dial a to be measured is 15 points, the dial a to be measured has two labels, namely label 1 and label 2, if the weights of label 1 and label 2 are both 1, the preference score of label 1 and label 2 of the dial a to be measured is 15 points, if the weight of label 1 is 0.8 and the weight of label 2 is 1, the preference score of label 1 is 12 points, and the preference score of label 2 is 15 points. Optionally, the user may set the weight of each label of each dial to be measured according to actual needs, which is not limited herein.
Step S203, obtaining the preference score of each dial plate to be recommended in the N dial plates to be recommended according to the preference score of each label of each dial plate to be tested.
In the embodiment of the application, the preference score of the label of each dial plate to be recommended in the N dial plates to be recommended can be obtained according to the preference score of each label of each dial plate to be tested, and the preference score of each dial plate to be recommended can be obtained according to the preference score of the label of each dial plate to be recommended.
Optionally, the obtaining, according to the taste score of each label of each dial plate to be recommended, the taste score of each dial plate to be recommended in the N dial plates to be recommended includes:
acquiring the preference score of each label in different labels of the M dials to be tested according to the preference score of each label of each dial to be tested, wherein the different labels of the M dials to be tested refer to different labels in all the labels of the M dials to be tested;
and acquiring the preference score of each dial plate to be recommended in the N dial plates to be recommended according to the preference score of each label in the different labels of the M dial plates to be tested.
In the embodiment of the application, after the preference score of each label of each dial plate to be measured in the M dial plates to be measured is obtained, the preference scores of at least two same labels in the M dial plates to be measured can be accumulated, and the accumulated value is used as the preference score of the label, so that the preference scores of different labels in the M dial plates to be measured are obtained, that is, the preference degrees of users for different labels in the M dial plates to be measured are obtained.
Optionally, the obtaining the preference score of each label in different labels of the M dials to be tested according to the preference score of each label of each dial to be tested includes:
counting different labels of the M dials to be tested according to all labels of each dial to be tested;
and accumulating each label in the different labels of the M dials to be tested in the preference score of the corresponding dial to be tested to obtain an accumulated value, and determining the accumulated value as the preference score of each label in the different labels of the M dials to be tested.
In this embodiment of the application, according to all labels of each dial plate to be measured in M dial plates to be measured, different labels in M dial plates to be measured can be counted, and then at least one preference score corresponding to each label in different labels respectively is accumulated (because one label may exist in at least two dial plates to be measured, for example, the dial plate a to be measured and the dial plate B to be measured both correspond to the label 1), so that the preference score of each label in different labels can be obtained.
Illustratively, the dial plate A to be tested, the dial plate B to be tested and the dial plate C to be tested are provided, the dial plate A to be tested is provided with a label 1, a label 2 and a label 3, and preference scores of the three labels are 20 points; the to-be-detected dial B corresponds to a label 2 and a label 3, and the favorite scores of the two labels are both 30 points; the to-be-detected dial C corresponds to a label 1 and a label 3, and the favorite scores of the two labels are 10 points; different labels of the three dials to be tested are counted as label 1, label 2 and label 3 respectively, and preference scores of the label 1 in the dial A to be tested and the dial C to be tested are accumulated to obtain a preference score of 30 points of the label 1; accumulating the preference scores of the label 2 in the dial plate A to be tested and the dial plate B to be tested respectively to obtain that the preference score of the label 2 is 50; and accumulating the preference scores of the label 3 in the dial plate A to be detected, the dial plate B to be detected and the dial plate C to be detected respectively to obtain the preference score of the label 3 of 60 points. As can be seen from the above, the preference score of the label 1 in the three different labels of the three dials to be tested is 30, the preference score of the label 2 is 50, and the preference score of the label 3 is 60.
Optionally, the obtaining, according to the preference score of each of the different labels of the M dials to be recommended, the preference score of each of the N dials to be recommended includes:
acquiring a label corresponding to each dial plate to be recommended;
obtaining different labels of the N dials to be recommended according to the label corresponding to each dial to be recommended, wherein the different labels of the N dials to be recommended refer to different labels in all the labels of the N dials to be recommended;
acquiring the preference score of each label in the different labels of the N dials to be recommended according to the preference score of each label in the different labels of the M dials to be tested;
and acquiring the preference score of each to-be-recommended dial plate in the N to-be-recommended dial plates according to the preference score of each label in the different labels of the N to-be-recommended dial plates.
In the embodiment of the application, according to the pre-established corresponding relationship between each dial plate to be recommended and at least one label, the label corresponding to each dial plate to be recommended can be obtained, the label corresponding to each dial plate to be recommended is converted, and at least one dial plate to be recommended corresponding to one label can be obtained, namely, the reverse list of the dial plates to be recommended is obtained. Illustratively, a dial a to be recommended corresponds to a label 1, a label 2 and a label 3, a dial b to be recommended corresponds to the label 2 and the label 3, and a dial c to be recommended corresponds to the label 1 and the label 3; the corresponding relation between the dial plate to be recommended and the label is converted, so that the dial plate a to be recommended and the dial plate c to be recommended corresponding to the label 1 can be obtained, the dial plate a to be recommended and the dial plate b to be recommended correspond to the label 2, and the dial plate b to be recommended and the dial plate c to be recommended correspond to the label 3.
If the label identical to any label in the different labels of the M dials to be recommended exists in the different labels of the N dials to be recommended, the preference score of the label on the M dials to be recommended can be used as the preference score of the label on the N dials to be recommended, if the label different from all the labels in the different labels of the M dials to be recommended exists in the different labels of the N dials to be recommended, the preference score of the label on the N dials to be recommended can be determined to be zero, and therefore the preference score of each label in the different labels of the N dials to be recommended can be obtained. Illustratively, different labels of the M dials to be tested comprise a label 1, a label 2 and a label 3, wherein the preference score of the label 1 is 30, the preference score of the label 2 is 50, and the preference score of the label 3 is 60; different labels of the N dials to be recommended comprise a label 1, a label 2, a label 3 and a label 4, so that the preference score of the label 1 of the N dials to be recommended is 30 points, the preference score of the label 2 is 50 points, the preference score of the label 3 is 60 points, and the preference score of the label 4 is 0 point.
When the preference score of each dial plate to be recommended is obtained according to the preference score of each label in different labels of the N dial plates to be recommended, the weight of each dial plate to be recommended in at least one dial plate to be recommended corresponding to each label in different labels of the N dial plates to be recommended can be obtained first, and then the preference score of each dial plate to be recommended is obtained according to the preference score of each label in different labels of the N dial plates to be recommended and the weight of each dial plate to be recommended in at least one dial plate to be recommended corresponding to the label. Specifically, the weight of each to-be-recommended dial plate in at least one to-be-recommended dial plate corresponding to each label in different labels of the N to-be-recommended dial plates can be preset (for example, the weights are all set to 1), for any label in the different labels, calculating the product of the preference score of the label and the weight of each dial plate to be recommended in the corresponding at least one dial plate to be recommended respectively, taking the obtained product as the preference score of each corresponding dial plate to be recommended, so that the preference score of each dial plate to be recommended in at least one dial plate to be recommended corresponding to each label in the different labels can be obtained, because the same dials to be recommended may exist between the dials to be recommended corresponding to different labels, the preference scores of the same dials to be recommended corresponding to different labels can be accumulated, and the accumulated value is used as the preference score of the dial to be recommended (i.e., the same dials to be recommended corresponding to different labels).
Illustratively, there are three dials to be recommended, which are a dial to be recommended a, a dial to be recommended b and a dial to be recommended c, where the dial to be recommended a corresponds to a label 1, a label 2 and a label 3, the dial to be recommended b corresponds to a label 2 and a label 3, the dial to be recommended c corresponds to a label 1 and a label 3, the preference score of the label 1 is 30, the preference score of the label 2 is 50, and the preference score of the label 3 is 60. It can be seen that the three dials to be recommended have three different labels, namely label 1, label 2 and label 3, if the weight of each dial to be recommended in at least one dial to be recommended corresponding to each label is 1, label 1 corresponds to dial a to be recommended and dial c to be recommended, and the preference scores of the two dials to be recommended are 30 points; the label 2 corresponds to the dial a to be recommended and the dial b to be recommended, and the favorite scores of the two dials to be recommended are both 50 points; the label 3 corresponds to the dial a to be recommended, the dial b to be recommended and the dial c to be recommended, and the favorite scores of the three dials to be recommended are all 60 points; the three labels correspond to the dial a to be recommended, so that the preference score of the dial a to be recommended is 140 points; the label 2 and the label 3 correspond to the dial b to be recommended, so the preference score of the dial b to be recommended is 110 points; since the label 1 and the label 3 correspond to the dial c to be recommended, the preference score of the dial c to be recommended is 90 points.
And step S204, sequencing the N dials to be recommended according to the sequence of the preference scores from high to low, and acquiring the sequencing results of the N dials to be recommended.
The step is the same as step S103, and reference may be made to the related description of step S103, which is not described herein again.
And S205, acquiring a dial plate recommendation result of the telephone watch according to the sorting result of the N dials to be recommended.
The step is the same as step S104, and reference may be made to the related description of step S104, which is not repeated herein.
The preference grade of the user to every label of every dial plate that awaits measuring can be obtained through two kinds of at least action data to this application embodiment to make terminal equipment can recommend the dial plate that more accords with user's preference to the user according to the user like the degree to the label, avoid the user to look for like the dial plate from blindly in all dial plates of dial plate shop, improved dial plate search efficiency.
Referring to fig. 3, a schematic diagram of a dial recommendation device of a telephone watch according to a third embodiment of the present application is shown, and for convenience of description, only the parts related to the third embodiment of the present application are shown.
The dial recommendation device includes:
the behavior data acquisition module 31 is configured to acquire at least two kinds of behavior data of a user on each dial plate to be tested in M dial plates to be tested of the telephone watch, where M is an integer greater than 1;
the preference score obtaining module 32 is configured to obtain, according to the at least two behavior data of each dial to be recommended, a preference score for each dial to be recommended in N dials to be recommended, where N is an integer greater than 1;
the dial plate sorting module 33 is configured to sort the N dials to be recommended according to the order from high to low of the preference scores, and obtain sorting results of the N dials to be recommended;
and the recommendation result acquisition module 34 is configured to acquire a dial recommendation result of the telephone watch according to the sorting results of the N dials to be recommended.
Optionally, the preference score obtaining module 32 includes:
the first acquisition unit is used for acquiring the preference score of each label of each dial plate to be detected according to the at least two behavior data of each dial plate to be detected;
and the second acquisition unit is used for acquiring the preference score of each to-be-recommended dial plate in the N to-be-recommended dial plates according to the preference score of each label of each to-be-recommended dial plate.
Optionally, the second obtaining unit includes:
the first score obtaining subunit is configured to obtain a preference score for each of different labels of the M dials to be tested according to the preference score for each of the labels of each of the dials to be tested, where the different labels of the M dials to be tested refer to different labels of all the labels of the M dials to be tested;
and the second score obtaining subunit is configured to obtain, according to the preference score of each of the different labels of the M dials to be recommended, a preference score of each of the N dials to be recommended.
Optionally, the second score obtaining subunit is specifically configured to:
acquiring a label corresponding to each dial plate to be recommended;
obtaining different labels of the N dials to be recommended according to the label corresponding to each dial to be recommended, wherein the different labels of the N dials to be recommended refer to different labels in all the labels of the N dials to be recommended;
acquiring the preference score of each label in the different labels of the N dials to be recommended according to the preference score of each label in the different labels of the M dials to be tested;
and acquiring the preference score of each to-be-recommended dial plate according to the preference score of each label in the different labels of the N to-be-recommended dial plates.
Optionally, the first obtaining unit includes:
the third scoring acquisition subunit is used for acquiring the preference score of each dial plate to be detected according to at least two kinds of behavior data of each dial plate to be detected in the M dial plates to be detected;
and the fourth score obtaining subunit is configured to obtain, according to the preference score of each dial to be measured, a preference score of each label of each dial to be measured.
Optionally, the recommendation result obtaining module 34 is specifically configured to:
and acquiring the dial plates to be recommended which are arranged at the front L positions from the sequencing results of the N dial plates to be recommended, and determining that the dial plates to be recommended which are arranged at the front L positions are the dial plate recommendation results of the telephone watch, wherein L is an integer which is larger than zero and smaller than or equal to N.
Optionally, the dial plate recommendation device further includes:
and the recommendation result sending module is used for sending the dial recommendation result to the telephone watch.
The dial plate recommendation device provided in the embodiment of the present application can be applied to the first method embodiment and the second method embodiment, and for details, reference is made to the description of the first method embodiment and the second method embodiment, and details are not repeated here.
Fig. 4 is a schematic diagram of a terminal device according to a fourth embodiment of the present application. As shown in fig. 4, the terminal device 4 of this embodiment includes: one or more processors 40 (only one of which is shown), a memory 41, and a computer program 42 stored in the memory 41 and executable on the processors 40. The processor 40, when executing the computer program 42, implements the steps in the various dial recommendation method embodiments described above
The terminal device 4 may be a desktop computer, a notebook, a palm computer, a cloud server, or other computing devices. The terminal device may include, but is not limited to, a processor 40, a memory 41. Those skilled in the art will appreciate that fig. 4 is merely an example of a terminal device 4 and does not constitute a limitation of terminal device 4 and may include more or fewer components than shown, or some components may be combined, or different components, e.g., the terminal device may also include input-output devices, network access devices, buses, etc.
The Processor 40 may be a Central Processing Unit (CPU), other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an off-the-shelf Programmable Gate Array (FPGA) or other Programmable logic device, discrete Gate or transistor logic, discrete hardware components, etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The memory 41 may be an internal storage unit of the terminal device 4, such as a hard disk or a memory of the terminal device 4. The memory 41 may also be an external storage device of the terminal device 4, such as a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), and the like, which are provided on the terminal device 4. Further, the memory 41 may also include both an internal storage unit and an external storage device of the terminal device 4. The memory 41 is used for storing the computer program and other programs and data required by the terminal device. The memory 41 may also be used to temporarily store data that has been output or is to be output.
It will be apparent to those skilled in the art that, for convenience and brevity of description, only the above-mentioned division of the functional units and modules is illustrated, and in practical applications, the above-mentioned function distribution may be performed by different functional units and modules according to needs, that is, the internal structure of the apparatus is divided into different functional units or modules to perform all or part of the above-mentioned functions. Each functional unit and module in the embodiments may be integrated in one processing unit, or each unit may exist alone physically, or two or more units are integrated in one unit, and the integrated unit may be implemented in a form of hardware, or in a form of software functional unit. In addition, specific names of the functional units and modules are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the present application. The specific working processes of the units and modules in the system may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
In the above embodiments, the descriptions of the respective embodiments have respective emphasis, and reference may be made to the related descriptions of other embodiments for parts that are not described or illustrated in a certain embodiment.
Those of ordinary skill in the art will appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware or combinations of computer software and electronic hardware. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present application.
In the embodiments provided in the present application, it should be understood that the disclosed apparatus/terminal device and method may be implemented in other ways. For example, the above-described embodiments of the apparatus/terminal device are merely illustrative, and for example, the division of the modules or units is only one logical division, and there may be other divisions when actually implemented, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The integrated modules/units, if implemented in the form of software functional units and sold or used as separate products, may be stored in a computer readable storage medium. Based on such understanding, all or part of the flow in the method of the embodiments described above can be realized by a computer program, which can be stored in a computer-readable storage medium and can realize the steps of the embodiments of the methods described above when the computer program is executed by a processor. Wherein the computer program comprises computer program code, which may be in the form of source code, object code, an executable file or some intermediate form, etc. The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, usb disk, removable hard disk, magnetic disk, optical disk, computer Memory, Read-Only Memory (ROM), Random Access Memory (RAM), electrical carrier wave signals, telecommunications signals, software distribution medium, and the like. It should be noted that the computer readable medium may contain content that is subject to appropriate increase or decrease as required by legislation and patent practice in jurisdictions, for example, in some jurisdictions, computer readable media does not include electrical carrier signals and telecommunications signals as is required by legislation and patent practice.
When the computer program product runs on a terminal device, the terminal device can implement the steps in the method embodiments.
The above-mentioned embodiments are only used for illustrating the technical solutions of the present application, and not for limiting the same; although the present application has been described in detail with reference to the foregoing embodiments, it should 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; such modifications and substitutions do not substantially depart from the spirit and scope of the embodiments of the present application and are intended to be included within the scope of the present application.

Claims (10)

1. A dial plate recommendation method for a telephone watch, the dial plate recommendation method comprising:
acquiring at least two behavior data of a user on each dial plate to be tested in M dial plates to be tested of the telephone watch, wherein M is an integer larger than 1;
acquiring a preference score of each dial plate to be recommended in N dial plates to be recommended according to the at least two behavior data of each dial plate to be tested, wherein N is an integer greater than 1;
sequencing the N dials to be recommended according to the sequence of the preference scores from high to low to obtain the sequencing results of the N dials to be recommended;
and acquiring the dial plate recommendation result of the telephone watch according to the sorting results of the N dials to be recommended.
2. The dial recommendation method of claim 1, wherein the obtaining the preference score of each dial to be recommended in the N dials to be recommended according to the at least two behavior data of each dial to be recommended comprises:
acquiring a preference score of each label of each dial plate to be detected according to the at least two behavior data of each dial plate to be detected;
and acquiring the preference score of each dial plate to be recommended in the N dial plates to be recommended according to the preference score of each label of each dial plate to be tested.
3. The dial recommendation method of claim 2, wherein the obtaining the preference score for each dial to be recommended of the N dials to be recommended according to the preference score for each label of each dial to be tested comprises:
acquiring the preference score of each label in different labels of the M dials to be tested according to the preference score of each label of each dial to be tested, wherein the different labels of the M dials to be tested refer to different labels in all the labels of the M dials to be tested;
and acquiring the preference score of each dial plate to be recommended in the N dial plates to be recommended according to the preference score of each label in the different labels of the M dial plates to be tested.
4. The dial recommendation method of claim 3, wherein the obtaining the preference score for each of the N dials to be recommended according to the preference score for each of the different labels of the M dials to be recommended comprises:
acquiring a label corresponding to each dial plate to be recommended;
obtaining different labels of the N dials to be recommended according to the label corresponding to each dial to be recommended, wherein the different labels of the N dials to be recommended refer to different labels in all the labels of the N dials to be recommended;
acquiring the preference score of each label in the different labels of the N dials to be recommended according to the preference score of each label in the different labels of the M dials to be tested;
and acquiring the preference score of each to-be-recommended dial plate according to the preference score of each label in the different labels of the N to-be-recommended dial plates.
5. The dial recommendation method of claim 2, wherein said obtaining a preference score for each label of each of said M dials to be tested based on at least two behavior data for each of said M dials to be tested comprises:
acquiring preference scores of each dial plate to be tested according to at least two kinds of behavior data of each dial plate to be tested in the M dial plates to be tested;
and acquiring the preference score of each label of each dial plate to be tested according to the preference score of each dial plate to be tested.
6. The dial plate recommendation method according to claim 1, wherein said obtaining the dial plate recommendation result of the telephone watch according to the sorting results of the N dial plates to be recommended comprises:
and acquiring the dial plates to be recommended which are arranged at the front L positions from the sequencing results of the N dial plates to be recommended, and determining that the dial plates to be recommended which are arranged at the front L positions are the dial plate recommendation results of the telephone watch, wherein L is an integer which is larger than zero and smaller than or equal to N.
7. The dial recommendation method according to any one of claims 1 to 6, further comprising, after obtaining the dial recommendation result:
and sending the dial recommendation result to the telephone watch.
8. A dial recommendation device for a telephone watch, said dial recommendation device comprising:
the behavior data acquisition module is used for acquiring at least two kinds of behavior data of a user on each dial plate to be tested in M dial plates to be tested of the telephone watch, wherein M is an integer larger than 1;
the preference score acquisition module is used for acquiring preference scores of each dial plate to be recommended in N dial plates to be recommended according to the at least two behavior data of each dial plate to be tested, wherein N is an integer greater than 1;
the dial plate sorting module is used for sorting the N dials to be recommended according to the sequence of the preference scores from high to low to obtain the sorting results of the N dials to be recommended;
and the recommendation result acquisition module is used for acquiring the dial plate recommendation results of the telephone watch according to the sorting results of the N dials to be recommended.
9. A terminal device comprising a memory, a processor and a computer program stored in said memory and executable on said processor, characterized in that said processor implements the steps of the dial recommendation method according to any one of claims 1 to 7 when executing said computer program.
10. A computer-readable storage medium, in which a computer program is stored which, when being executed by a processor, carries out the steps of the dial recommendation method according to any one of claims 1 to 7.
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