CN116861099B

CN116861099B - Recommendation information display method, device, electronic equipment and computer readable medium

Info

Publication number: CN116861099B
Application number: CN202311134018.6A
Authority: CN
Inventors: 刘子正; 陈秋绚; 刘恩玉; 董建丰
Original assignee: Shenzhen Kilakila Technology Co ltd
Current assignee: Shenzhen Kilakila Technology Co ltd
Priority date: 2023-09-05
Filing date: 2023-09-05
Publication date: 2023-11-24
Anticipated expiration: 2043-09-05
Also published as: CN116861099A

Abstract

The embodiment of the disclosure discloses a recommendation information display method, a recommendation information display device, electronic equipment and a computer readable medium. One embodiment of the method comprises the following steps: responding to determining the login information of a target user to represent the first login, and acquiring image information; generating page template information; displaying a user homepage entry control, a business processing page entry control and a business recommendation entry control according to the selected page template information; displaying a service recommendation page according to the selected page template information; determining a service information set according to the service screening information; generating a service attribute value information sequence; generating a service change information sequence as recommendation information according to the service attribute value information sequence and the service information set; and displaying the recommendation information as a service information sequence on a service recommendation page. According to the embodiment, the accuracy and the comprehensiveness of the recommended information are improved, the matching degree of the recommended information and the screening request of the user is improved, and the time consumption of searching the service information by the user is shortened.

Description

Recommendation information display method, device, electronic equipment and computer readable medium

Technical Field

Embodiments of the present disclosure relate to the field of computer technology, and in particular, to a recommendation information display method, apparatus, electronic device, and computer readable medium.

Background

And recommending the service information or the information of the user with the sign to the user according to the screening information of the user, so that the user can acquire the service information or the information of the user with the sign meeting the screening requirement. Currently, in generating recommended information, the following methods are generally adopted: and acquiring recommendation information corresponding to the screening information from the associated database according to the screening request of the user, and displaying the recommendation information to the page for the user to view.

However, the inventors found that when the recommended information is generated in the above manner, there are often the following technical problems:

firstly, the recommendation information is displayed only according to the screening request of the user, the recommendation information is displayed according to the attribute value information of the service information, the accuracy and the comprehensiveness of the displayed recommendation information are low, the matching degree of the displayed recommendation information and the screening request of the user is low, the user needs to search the service information repeatedly, and the time consumption of searching the service information by the user is long and the consumed computing resources are large.

Secondly, when the user screens each time, only the recommendation information meeting all the screening requests of the user is displayed to the user, and when the screening times of the user are more, the recommendation information meeting part of the screening requests of the user is not considered to be displayed to the user for reference, so that the displayed recommendation information has poor comprehensiveness, the range of the recommendation information selected by the user is smaller, the screening times of the user are more, and the time consumption of the user for selecting the recommendation information is longer.

The above information disclosed in this background section is only for enhancement of understanding of the background of the inventive concept and, therefore, may contain information that does not form the prior art that is already known to those of ordinary skill in the art in this country.

Disclosure of Invention

The disclosure is in part intended to introduce concepts in a simplified form that are further described below in the detailed description. The disclosure is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter.

Some embodiments of the present disclosure propose a recommended information display method, apparatus, electronic device, and computer-readable medium to solve one or more of the technical problems mentioned in the background section above.

In a first aspect, some embodiments of the present disclosure provide a recommendation information display method, the method including: in response to determining that the target user is a broadcast service symptomatic user or a community service symptomatic user, executing the following steps according to the login information of the target user: responding to determining that the login information of the target user represents first login, and acquiring image information corresponding to the target user; generating page template information corresponding to the target user according to the image information of the target user; responding to the detection of the selection operation of the target user on the page template information in the page template information, and displaying a user homepage entry control, a business processing page entry control and a business recommendation entry control in a navigation bar according to the selected page template information; in response to detecting the selection operation of the target user on the service recommendation entry control, executing the following steps: displaying a service recommendation page according to the selected page template information, wherein the displayed service recommendation page displays a service information sequence; in response to detecting that the screening times corresponding to the service screening information determined by the target user meet the preset fine screening conditions, executing the following steps: determining a service information set corresponding to the service screening information according to the service screening information; generating a service attribute value information sequence corresponding to the service information set according to the service information set and the service attribute information set corresponding to the service information set; generating a service change information sequence as recommendation information according to the service attribute value information sequence and the service information set; and displaying the generated recommendation information as a service information sequence on the service recommendation page.

In a second aspect, some embodiments of the present disclosure provide a recommended information display apparatus, the apparatus including: the first execution unit is configured to respond to the determination that the target user is a broadcasting play service symptomatic user or a community service symptomatic user, and execute the following steps according to the login information of the target user: responding to determining that the login information of the target user represents first login, and acquiring image information corresponding to the target user; generating page template information corresponding to the target user according to the image information of the target user; responding to the detection of the selection operation of the target user on the page template information in the page template information, and displaying a user homepage entry control, a business processing page entry control and a business recommendation entry control in a navigation bar according to the selected page template information; the second execution unit is configured to respond to the detection of the selection operation of the target user on the service recommendation entry control, and execute the following steps: displaying a service recommendation page according to the selected page template information, wherein the displayed service recommendation page displays a service information sequence; in response to detecting that the screening times corresponding to the service screening information determined by the target user meet the preset fine screening conditions, executing the following steps: determining a service information set corresponding to the service screening information according to the service screening information; generating a service attribute value information sequence corresponding to the service information set according to the service information set and the service attribute information set corresponding to the service information set; generating a service change information sequence as recommendation information according to the service attribute value information sequence and the service information set; and displaying the generated recommendation information as a service information sequence on the service recommendation page.

In a third aspect, some embodiments of the present disclosure provide an electronic device comprising: one or more processors; a storage device having one or more programs stored thereon, which when executed by one or more processors causes the one or more processors to implement the method described in any of the implementations of the first aspect above.

In a fourth aspect, some embodiments of the present disclosure provide a computer readable medium having a computer program stored thereon, wherein the computer program, when executed by a processor, implements the method described in any of the implementations of the first aspect.

The above embodiments of the present disclosure have the following advantageous effects: by the recommendation information display method of some embodiments of the present disclosure, accuracy and comprehensiveness of displayed recommendation information are improved, matching degree of recommendation information and a screening request of a user is improved, and time consumption of searching service information by the user is shortened. Specifically, the accuracy and the comprehensiveness of the displayed recommended information are low, the matching degree of the recommended information and the screening request of the user is low, and the time consumption of searching the service information by the user is long because: the recommendation information is displayed only according to the screening request of the user, the recommendation information is displayed according to the attribute value information of the service information, the accuracy and the comprehensiveness of the displayed recommendation information are low, the matching degree between the displayed recommendation information and the screening request of the user is low, the user needs to search the service information repeatedly, and the time for searching the service information by the user is long and the consumed computing resources are large. Based on this, the recommendation information display method of some embodiments of the present disclosure first, in response to determining that the target user is a broadcast play service sign user or a community service sign user, performs the following steps according to the login information of the target user. First, in response to determining that the login information of the target user characterizes first login, image information corresponding to the target user is acquired. Thus, the image of the target user can be obtained when the target user logs in for the first time. And then, generating page template information corresponding to the target user according to the image information of the target user. Thus, template information of each page presentation recommended to the user can be obtained. And then, responding to the detection of the selection operation of the target user on the page template information in the page template information, and displaying a user homepage entry control, a business processing page entry control and a business recommendation entry control in a navigation bar according to the selected page template information. Therefore, each control in the navigation bar can be displayed, and a user can select and operate each control. Then, in response to detecting a selection operation of the target user on the service recommendation entry control, performing the following steps: firstly, according to the selected page template information, displaying a service recommendation page, wherein the displayed service recommendation page displays a service information sequence. Therefore, the recommendation information can be displayed on the service recommendation page according to the page template information selected by the target user. Then, in response to detecting that the screening times corresponding to the service screening information determined by the target user meet the preset fine screening conditions, executing the following steps: firstly, according to the service screening information, a service information set corresponding to the service screening information is determined. Thus, each service information which can be characterized to meet the screening condition of the target user can be obtained. And then, generating a service attribute value information sequence corresponding to the service information set according to the service information set and the service attribute information set corresponding to the service information set. Thus, individual service attribute value information characterizing the attribute values of the service information in the service information set can be obtained. And then, generating a changed service information sequence as recommendation information according to the service attribute value information sequence and the service information set. Therefore, the recommendation information of the service screening information corresponding to the target user can be obtained, and the obtained recommendation information can be selected by the target user. And finally, displaying the generated recommendation information as a service information sequence on the service recommendation page. Therefore, the recommendation information can be intuitively displayed, and the user can screen the recommendation information. The displayed recommendation information is obtained not only according to the screening request of the user, but also according to the screening request of the user and the service attribute value information corresponding to each service information, so that the screening request of the user is considered, the service attribute value information of the service information is considered, the accuracy and the comprehensiveness of the recommendation information are improved, the matching degree of the recommendation information and the screening request of the user is improved, and the time consumption for searching the service information by the user is shortened.

Drawings

The above and other features, advantages, and aspects of embodiments of the present disclosure will become more apparent by reference to the following detailed description when taken in conjunction with the accompanying drawings. The same or similar reference numbers will be used throughout the drawings to refer to the same or like elements. It should be understood that the figures are schematic and that elements and components are not necessarily drawn to scale.

FIG. 1 is a flow chart of some embodiments of a recommendation information display method according to the present disclosure;

FIG. 2 is a schematic structural view of some embodiments of a recommendation information display device according to the present disclosure;

fig. 3 is a schematic structural diagram of an electronic device suitable for use in implementing some embodiments of the present disclosure.

Detailed Description

Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete. It should be understood that the drawings and embodiments of the present disclosure are for illustration purposes only and are not intended to limit the scope of the present disclosure.

It should be noted that, for convenience of description, only the portions related to the present invention are shown in the drawings. Embodiments of the present disclosure and features of embodiments may be combined with each other without conflict.

It should be noted that the terms "first," "second," and the like in this disclosure are merely used to distinguish between different devices, modules, or units and are not used to define an order or interdependence of functions performed by the devices, modules, or units.

It should be noted that references to "one", "a plurality" and "a plurality" in this disclosure are intended to be illustrative rather than limiting, and those of ordinary skill in the art will appreciate that "one or more" is intended to be understood as "one or more" unless the context clearly indicates otherwise.

The names of messages or information interacted between the various devices in the embodiments of the present disclosure are for illustrative purposes only and are not intended to limit the scope of such messages or information.

The present disclosure will be described in detail below with reference to the accompanying drawings in conjunction with embodiments.

Fig. 1 illustrates a flow 100 of some embodiments of a recommendation information display method according to the present disclosure. The recommendation information display method comprises the following steps:

Step 101, in response to determining that the target user is a broadcast play service sign user or a community service sign user, executing the following steps according to login information of the target user:

in step 1011, image information corresponding to the target user is acquired in response to determining that the login information of the target user characterizes the first login.

In some embodiments, in response to determining that the login information of the target user characterizes the first login, an executing subject (e.g., a computing device) of the recommendation information display method may obtain image information corresponding to the target user. Wherein, the login information can be characterized by, but is not limited to, one of the following: login time, login times. The image information may be a captured face image of the target user. The target user may be, but is not limited to, one of the following: any user of the sympodial broadcast opera service workers, any user of the sympodial community service workers, and users who are recruiting broadcast opera service workers. The broadcast play service emergency users may be users of emergency broadcast play service workers. The community service sign users may be users of sign community service workers. In practice, in response to determining that the login information of the target user characterizes first login, the executing body may control an associated mobile phone camera to capture an image of the target user to obtain the image of the target user. The associated cell phone camera may be disposed in the execution body.

Step 1012, generating each page template information corresponding to the target user according to the image information of the target user.

In some embodiments, the execution body may generate the respective page template information corresponding to the target user according to the image information of the target user. The page template information in the page template information can represent template characteristics of the display page. The page template information may include, but is not limited to, one of the following: presetting navigation bar template information, preset page background color template information and preset page background picture template information. The preset navigation bar template information may represent display characteristics of the page navigation bar. The preset navigation bar template information may characterize, but is not limited to, one of the following: navigation bar font size information, position ordering information of controls in the navigation bar, and navigation bar font format information. The navigation bar font size information may characterize a font size of a navigation bar display. The navigation bar font format information may characterize a format of a font displayed by the navigation bar. The position ordering information of the controls in the navigation bar can represent the arrangement sequence of the controls in the navigation bar. The preset page background color template information can represent the background color of the display page. The preset page background picture template information can represent the background picture of the page. In practice, the execution subject may generate, according to the image information of the target user, each page template information corresponding to the target user in various manners.

In some optional implementations of some embodiments, the executing entity may generate the respective page template information corresponding to the target user according to the image information of the target user by:

the first step is to input the image information into an image conversion model to obtain hyperspectral image information corresponding to the image information. The image conversion model may be a model for converting an RGB image into a hyperspectral image. The image conversion model may be a ResNet model. The hyperspectral image information may characterize a hyperspectral image corresponding to the image information.

And a second step of decomposing the hyperspectral image information to obtain orthogonal component information corresponding to the hyperspectral image information. Wherein the orthogonal component information may characterize a feature vector of the hyperspectral image information. In practice, first, the execution subject may perform denoising processing on the hyperspectral image represented by the hyperspectral image information, to obtain a hyperspectral image after denoising processing. And then, converting the hyperspectral image after denoising treatment into a two-dimensional matrix, wherein each row in the two-dimensional matrix represents the spectral information of the pixel, and each list of the two-dimensional matrix represents the spectral information of the wave band. And secondly, determining Euclidean distances between two adjacent rows in the two-dimensional matrix to obtain a distance matrix. Then, the average value of the elements of the distance matrix is determined as a covariance matrix. Finally, the decomposed covariance matrix is determined as orthogonal component information.

And thirdly, carrying out feature extraction processing on the hyperspectral image information according to the orthogonal component information to obtain spectral feature information corresponding to the hyperspectral image information. In practice, the execution body may perform feature extraction and dimension reduction processing on the hyperspectral image information by a Principal Component Analysis (PCA) method based on the obtained orthogonal component information. And obtaining spectral characteristic information.

And step four, carrying out sub-band decomposition processing on the hyperspectral image information to obtain each sub-band information corresponding to the hyperspectral image information. Each of the above-described respective sub-band information may characterize characteristic information of the hyperspectral image information in terms of scale. The respective subband information may represent characteristic information of the hyperspectral image information at respective scales. In practice, the execution subject may perform wavelet decomposition on the hyperspectral image information to obtain each subband information.

And fifthly, performing spatial feature extraction processing on the obtained sub-band information to obtain spatial feature information corresponding to the hyperspectral image information. The spatial feature information may characterize the hyperspectral image information in spatial features. In practice, the executing body may perform spatial feature extraction processing on each sub-band information according to the Filter method to obtain spatial feature information of the hyperspectral image information.

And sixthly, determining the spatial characteristic information and the spectral characteristic information of the hyperspectral image information as comprehensive characteristic information corresponding to the hyperspectral image information. Wherein the integrated characteristic information may characterize spatial and spectral characteristics of the hyperspectral image information.

And seventhly, inputting the comprehensive characteristic information into a characteristic classification model to obtain classification information corresponding to the hyperspectral image information. Wherein the classification information may characterize gender and age characteristics of the target user. The feature classification model may be a model for classifying the integrated feature information. The feature classification model may be a classification model. For example, the feature classification model may be a support vector machine (Support Vector Machine, SVM). For example, the classification information may be "gender: male, age: 25".

Eighth, according to the preset personnel category information set, determining preset personnel category information corresponding to the classification information. The preset personnel category information in the preset personnel category information set can represent the category of gender and the interval of age. For example, the preset person category information may be "gender: male, age interval: [20,35) ". In practice, the executing body may determine the gender and age interval corresponding to the age represented by the classification information from a preset age interval table. The predetermined age interval table may be a corresponding relationship table between ages. Then, preset personnel category information corresponding to the gender and age interval represented by the category information can be determined from the preset personnel category information set.

And ninth, acquiring each piece of preset navigation bar template information corresponding to the preset personnel category information from a preset navigation bar template information set according to the preset personnel category information. The preset navigation bar template information in the preset navigation bar template information set may represent a corresponding relationship between preset personnel category information and preset navigation bar template information. The preset navigation bar template information in the preset navigation bar template information set may include preset personnel category information and navigation bar template information. For example, the preset navigation bar template information may be "gender: male, age interval: 20,35), navigation bar template information: a template). The A template can be the font of the control in the navigation bar is a number four font, the font format is regular script and the position ordering information of the control in the navigation bar. The position ordering information of the controls in the navigation bar can be that the user homepage entry control is displayed as a first control, the business processing page entry control is displayed as a second control and the business recommendation entry control is displayed as a third control. In practice, the executing body may acquire, from the preset navigation bar template information set, each preset navigation bar template information having the same characteristic preset personnel category information as the preset personnel category information.

Tenth, according to the preset personnel category information, acquiring the background color template information of each preset page corresponding to the preset personnel category information from a preset page background color template information set. The preset page background color template information in the preset page background color template information set can represent the corresponding relation between the background color of the page and the preset personnel category information. The preset page background color template information may include preset personnel category information and background color information. For example, the preset page background color template information may be "gender: male, age interval: 20,35), background color information: blue). In practice, the executing body may acquire, from the preset page background color template information set, each preset page background color template information having the same characteristic preset personnel category information as the preset personnel category information.

Eleventh step, according to the above-mentioned preset personnel category information, obtaining every preset page background picture template information corresponding to the above-mentioned preset personnel category information from preset page background picture template information set. The preset page background picture template information in the preset page background picture template information set can represent the corresponding relation between preset personnel category information and preset page background picture template information. The preset page background picture template information in the preset page background picture template information set may include preset personnel category information and page background picture information. For example, the preset page background picture template information may be "gender: male, age interval: 20,35, page background picture information: mountain of large mountain). In practice, the executing body may acquire, from the preset page background picture template information set, each preset page background picture information having the same characteristic preset personnel category information as the preset personnel category information.

And twelfth, combining the obtained template information of each preset navigation bar, the background color template information of each preset page and the background picture template information of each preset page to obtain the template information of each page corresponding to the target user. The page template information in the page template information may include a preset number of preset navigation bar template information, a preset number of preset page background color template information, and a preset number of preset page background picture template information. The preset number may be 1. The page template information in the page template information can represent the display characteristics of the page. In practice, the execution body may perform a combination process on each preset navigation bar template information in the preset navigation bar template information and each preset page background color template information in the preset page background color template information, so as to obtain each first page template information. And then, combining each piece of first page template information in the first page template information with each piece of preset page background picture template information in the preset page background picture template information to obtain the page template information corresponding to the target user.

In step 1013, in response to detecting the selection operation of the target user on the page template information in the page template information, a user homepage entry control, a business processing page entry control and a business recommendation entry control are displayed in the navigation bar according to the selected page template information.

In some embodiments, in response to detecting a selection operation of the page template information in the respective page template information by the target user, the execution body may display a user homepage entry control, a service processing page entry control, and a service recommendation entry control in a navigation bar according to the selected page template information. The navigation bar may be a column displaying each page entry control. The user homepage portal control may be a page portal control that displays the target user personal information. The business processing page entry control may be a page entry control for the target user business processing. The service recommendation entry control may be a page entry control that displays recommended service information. In practice, the execution body may display respective page entry controls corresponding to the selected page template information.

Optionally, after step 101, first, in response to determining that the target user is a broadcast service user, and that the login information of the target user indicates that the execution subject is not first logged in, the user home page entry control, the service processing page entry control, and the solicited user recommendation entry control may be displayed in the navigation bar according to page template information that is preselected by the target user. The user homepage entry control may be a page entry control displaying personal information of the target user. The business processing page entry control may be a page entry control that displays the target user business processing. The target user service processing page may represent each service information corresponding to the target user. The summary user recommendation entry control may be a web entry control of a summary user that presents a recommendation.

Then, in response to detecting a selection operation of the target user on the symptomatic user recommendation entry control, the following steps may be performed:

and a first sub-step of displaying the recommended pages of the symptomatic users according to the pre-selected page template information. Wherein the displayed user-for-sign recommendation page displays a sequence of user-for-sign information. The displayed sequence of the symptomatic user information may be individual symptomatic user information. The syndicated user information in the syndicated user information sequence may characterize a user of a syndicated broadcast service worker. The aforementioned symptomatic user information may include, but is not limited to, one of the following: the information of the names of the users of the signs, the information of the fan number of the users of the signs, the information of the number of works of the users of the signs and the sex information of the users of the signs. The name information of the symptom users can represent names of the symptom users, the fan number information of the symptom users can represent fan number of the symptom users, and the number information of the work of the symptom users can represent the number of the works of the symptom users. The aforementioned responsive user gender information may characterize the gender of the responsive user. The displayed sequence of the symptomatic user information may characterize individual symptomatic user information recommended to the target user. When it is detected that the target user does not log in for the first time, the page template information preselected by the target user is used as the page template information displayed at this time, even if the target user is a broadcast play service user or a community service user when logging in for the first time, the target user is a broadcast play service user at this time, and the preselected page template information is still the page template information selected at the first time.

And a second sub-step, responding to the detection of the screening information of the corresponding user determined by the target user, and carrying out screening processing on each piece of preset corresponding user information in the preset corresponding user information set to obtain the corresponding user information set corresponding to the screening information of the corresponding user. The screening information of the symptomatic users can represent screening requirements of the broadcasting service users on the various symptomatic users. The preset indication user information in the preset indication user information set can represent user information of an indication broadcasting service worker. The information of the symptom users in the symptom user information set can represent the symptom users meeting the screening requirements. In practice, in response to detecting the candidate user screening information of the target user, the execution body may determine each of the preset candidate user information screened from the preset candidate user information set as a candidate user information set.

And a third sub-step of generating a corresponding user attribute value information sequence corresponding to the corresponding user information set according to the corresponding user information set and the corresponding user label information set corresponding to the corresponding user information set. Wherein the user information in the user information set corresponds to the user attribute value information in the user attribute value information sequence. The user attribute value information may characterize respective attribute values of the user information. The information of the attribute value of the user may include score information corresponding to the information of the user. The above-described symptomatic user tag information may characterize the user's tag. The aforementioned syndicated user tag information may include flow information, work quantity information, expiration date information, recommended information, release time information, first description number information, and second description number information. The first description word number information may characterize the order description word number and the order description score. For example, the first description word number information may be: the "order instruction word number is y, order instruction score= 1*y". The second description word count information may represent a word count of the schedule of the corresponding score of the word count. For example, the second description word number information may be: the "number of schedule words is greater than 0, and schedule score=10". The work quantity information may be works created for the user of the sign Number and number of works corresponding to the number of works. For example, the work quantity information may be: "number of works: the number of works is z<2, the number fraction of works: work score = 15 x z). The flow information can represent the number of the fan-shape of the user and the fan-shape number score corresponding to the number of the fan-shape. For example, the traffic information may be: number of vermicelli: the number of the vermicelli is less than or equal to 600, and the number of the vermicelli is calculated by the following weight percent: vermicelli fraction = 1 (-0.0002496 x vermicelli number ≡2+0.3467 x vermicelli number) ". The stage information may represent the stage state of the target user and a stage index corresponding to the stage state. For example, the stage information may be "stage status: the shelf period is free, the business can be connected at any time, and the shelf period index is that: 1.3". The recommendation information may represent the number of the stage invitations received by the target user and an index corresponding to the number of the stage invitations. For example, the recommendation information may be "the number of the 14-day received stage invitations is less than 2, and the index corresponding to the number of the stage invitations may be 1". The release time information may characterize release time and time decay index of the symptomatic user information. For example, the release time information may be "offline hours as Time decay index:”。

and a fourth sub-step of generating a modified user information sequence as recommendation information according to the user attribute value information sequence and the user information set. Wherein, the change of the information of the user with the sign can be updated information of the user with the sign. In practice, the execution subject may generate the modified user information sequence as the recommendation information according to the user attribute value information sequence and the user information set in various ways.

A fifth sub-step of the method, and displaying the generated recommendation information as a corresponding user information sequence on the corresponding user recommendation page.

In some optional implementations of some embodiments, the executing entity may generate the modified due user information sequence as the recommendation information according to the due user attribute value information sequence and the due user information set by:

the first step, according to the information sequence of the attribute value of the user, ordering the information of each user in the information set of the user, and obtaining the ordered changed information sequence of the user as recommendation information. In practice, first, the executing entity may determine the corresponding value information of the corresponding user attribute of each of the set of user information. And then, sorting the respective corresponding user information in a descending order according to the corresponding attribute value information of the corresponding user.

In some optional implementations of some embodiments, the executing body may filter each preset syndicated user information in the preset syndicated user information set to obtain a syndicated user information set corresponding to the syndicated user filter information by:

the first step, for each sub-filtering information in the filtering information of the symptomatic user, executing the following steps:

and a first sub-step of adding the preset symptomatic user information meeting the first preset symptomatic condition in the preset symptomatic user information set as first symptomatic user information to the first symptomatic user information set in response to determining that the sub-screening information meets a third preset screening condition. The third preset screening condition may be that the selection item of whether the sub-screening information represents a paid option is "paid" or "no paid". The choice of whether the paid option includes may be, but is not limited to, one of the following: paid, gratuitous and unlimited. The first preset indication condition may be that the selection item of whether the user information corresponds to the paid option is the same as the selection item of whether the user information represents the paid option. The filtering information of the symptomatic user can comprise each sub-filtering information. The sub-screening information may characterize the screening requirements of the target user. The screening information of the symptomatic user can comprise various screening requirement items. For example, the sub-screening information may be "whether there is a fee: and (3) compensation.

And a second sub-step of adding the preset symptomatic user information meeting the second preset symptomatic condition in the preset symptomatic user information set as second symptomatic user information to the second symptomatic user information set in response to determining that the sub-screening information meets a fourth preset screening condition. The fourth preset filtering condition may be a non-unlimited selection item for characterizing the receiving information state of the sub-filtering information. The above selection item for characterizing the status of the received information may be, but is not limited to, one of the following: the shelf period is idle, the shelf period needs to be communicated, the business is not received temporarily, and the method is not limited.

And a third sub-step, according to the second symptomatic user information set, screening the first symptomatic user information meeting a fifth preset screening condition in the first symptomatic user information set to obtain a screened first symptomatic user information set. The fifth preset screening condition may be the same as the second symptomatic user information in the second symptomatic user information set. In practice, first, an intersection of the first set of symptomatic user information and the second set of symptomatic user information is determined as the set of symptomatic user information to be deleted. And then deleting the first sign user information which is the same as the first sign user information to be deleted and is included in the first sign user information set. The first sign user information identical to the first sign user information to be deleted included in the first sign user information set may be first sign user information satisfying the fifth preset filtering condition.

And secondly, determining the first sign user information set and the second sign user information set after screening processing as sign user information sets.

In some optional implementations of some embodiments, the executing entity may generate the sequence of the information of the attribute value of the user of the sign corresponding to the set of information of the user of the sign according to the set of information of the user of the sign and the set of tag information of the user of the sign corresponding to the set of information of the user of the sign by:

first, according to a target preset score information set, determining score information of the corresponding user information meeting the same preset conditions in the corresponding user information set. The target preset score information in the target preset score information set may represent a corresponding relationship between the condition information and the preset score. The target preset score information may include condition information and preset score information corresponding to the condition information. The preset same condition may be that the information of the user with the sign in the set of information with the sign is the same as the information of the user with the sign to be deleted in the set of information with the sign. For example, the target preset score information may be: the same preset conditions are satisfied: 10 minutes.

And a second step of determining the score information of the corresponding user information which does not meet the preset same conditions in the corresponding user information set according to the target preset score information set. In practice, first, the executing body may determine target preset score information corresponding to the condition that does not satisfy the preset same condition from the target preset score information set. Then, the preset score in the target preset score information which does not satisfy the preset same condition may be determined as the score information of the symptomatic user information which does not satisfy the preset same condition. For example, the target preset score information may be: the same preset conditions are not satisfied: 5 minutes.

Third, for each of the set of symptomatic user information, executing the steps of:

a first sub-step of determining the sign user tag information corresponding to the sign user information from the set of sign user tag information. The sign user label information in the sign user label information set corresponds to the sign user information in the sign user information set.

And a second sub-step of determining target score information corresponding to the information of the symptom user according to the acquired label information of the symptom user and preset score constraint information. The preset score constraint information may represent an expression for determining the target score information. The preset score constraint information may be "target score information=quality score recommended index time period index time decay index". The quality score=fan score+work score+order instruction score+schedule score. In practice, first, the executing body may obtain the fan score from the flow information corresponding to the symptomatic user information. Then, the work score may be obtained from the work quantity information corresponding to the above-described symptomatic user information. Then, the order instruction score can be obtained from the first instruction word number information corresponding to the information of the user. Next, a scheduling score may be obtained from the second description word count information corresponding to the aforementioned symptomatic user information. The sum of the fan score, the work score, the order description score, and the staging score may then be determined as the quality score. And then, the stage index can be obtained from the stage information corresponding to the information of the corresponding user. Secondly, a time decay index may be obtained from the distribution time information corresponding to the above-mentioned symptomatic user information. Finally, the product of the obtained quality score, recommendation index, stage index and time decay index may be determined as target score information corresponding to the above-mentioned symptomatic user information.

And a third sub-step of determining total score information corresponding to the information of the symptomatic user according to the target score information and the score information corresponding to the information of the symptomatic user. In practice, the executing body may add the target score information and the symptomatic user information to obtain total score information corresponding to the symptomatic user information.

And fourthly, sequencing the obtained total score information to obtain a total score information sequence as an attribute value information sequence of the symptomatic user. In practice, the execution body may sort the total score information in ascending order, and obtain the sorted total score sequence as the attribute value information sequence of the user.

Step 102, in response to detecting the selection operation of the target user on the service recommendation entry control, performing the following steps:

and step 1021, displaying the service recommendation page according to the selected page template information.

In some embodiments, the executing body may display a service recommendation page according to the selected page template information. And displaying a service information sequence in the displayed service recommendation page. The service recommendation page may be a page displaying various service information. The service information sequence may characterize individual service information recommended to the user. In practice, the execution body may display the service recommendation page in various manners.

Step 1022, in response to detecting that the screening times corresponding to the service screening information determined by the target user meet the preset fine screening condition, executing the following steps:

step 10221, determining a service information set corresponding to the service screening information according to the service screening information.

In some embodiments, the executing entity may determine a service information set corresponding to the service screening information according to the service screening information. The preset fine screening condition may be that the screening times are larger than a preset screening times value. The specific value of the preset screening order value is not limited. The service screening information may characterize a user's screening request for each service information. The service information in the service information set may characterize service information satisfying the user screening request. In practice, the executing body may determine, according to the service screening information, a service information set corresponding to the service screening information in various manners.

In some optional implementations of some embodiments, the executing entity may determine a service information set corresponding to the service screening information according to the service screening information by:

The first step, obtaining the service information groups corresponding to the sub-service types meeting the preset type screening conditions in the service screening information, and obtaining each service information group. Wherein, the service screening information can include each sub-service type. The preset type screening condition may be a non-unlimited selection item corresponding to the sub-service type. The service information group may be each service information obtained by screening according to a service type. The service screening information may include each sub-service type. The sub-service type may characterize the screening requirement item of the target user. For example, the sub-service may be "service type requirement: and (3) compensation.

Second, for each of the acquired service information groups, the following steps are performed:

a first sub-step of determining each of the service information groups different from the service information group as a service information group set. Wherein the service information groups in the service information group set may characterize information groups different from the service information groups.

And a second sub-step of adding each piece of service information meeting the first preset screening condition or the second preset screening condition in the service information group as each piece of first service information to the first service information set in response to determining that the service information meeting the first preset screening condition or the second preset screening condition exists in the service information group. And taking the service information which is the same as the service information in the service information group set in the service information group as first service information. The first preset screening condition may be that the number of service information identical to the first service information in the service information group set is a first preset number. The second preset screening condition may be that the number of service information identical to the first service information in the service information group set is a second preset number. For example, the first preset number may be 2. The second preset number may be 1. The first service information in the first service information set may be service information that satisfies the first preset screening condition or the second preset screening condition.

And thirdly, filtering each piece of first service information in the first service information set to obtain a filtered first service information set as a target service information set. In practice, first, an intersection of the above-mentioned first service information set and the above-mentioned respective first service information is determined as a service information set to be deleted. And then deleting the first service information which is the same as the service information to be deleted and is included in the first service information set.

And fourth, determining the target service information set as a service information set.

Step 10222, generating a service attribute value information sequence corresponding to the service information set according to the service information set and the service attribute information set corresponding to the service information set.

In some embodiments, the executing body may generate a service attribute value information sequence corresponding to the service information set according to the service information set and a service attribute information set corresponding to the service information set. Wherein, the service attribute information in the service attribute information set may represent attribute characteristics of the service information in the service information set. The service attribute value information in the service attribute value information sequence may include score information corresponding to the service information. The service attribute value information may include respective attribute values corresponding to the service information. In practice, the executing body may generate the service attribute value information sequence corresponding to the service information set according to the service information set and the service attribute information set corresponding to the service information set in various manners.

In some optional implementations of some embodiments, the executing entity may generate the service attribute value information sequence corresponding to the service information set according to the service information set and a service attribute information set corresponding to the service information set by:

in the first step, in response to determining that the service information meeting the first preset screening condition exists in the service information set, determining score information corresponding to the service information meeting the first preset screening condition in the service information set according to a preset score information set. The preset score information in the preset score information set may include service information and a corresponding preset score. The preset score information in the preset score information set can represent the corresponding relation between the service information and the preset score. For example, the service information and the corresponding preset score may be "the service information satisfying the first preset screening condition, and the corresponding preset score of the service satisfying the first preset screening condition may be 10 points".

And a second step of determining score information corresponding to the service information meeting the second preset screening condition in the service information set according to the preset score information set in response to determining that the service information meeting the second preset screening condition exists in the service information set. In practice, the executing body may determine, from the preset score information set, a preset score corresponding to the service information corresponding to the second preset screening condition. And then, determining the preset score corresponding to the service information as score information corresponding to the service information. For example, the preset score of the service information corresponding to the second preset screening condition may be 5 points.

Third, for each service information in the service information set, the following steps are executed:

a first sub-step of determining service attribute information corresponding to the service information from the service attribute information set. Wherein, the service attribute information in the service attribute information set may include service information and attribute information corresponding to the service information.

And a second sub-step of determining state information corresponding to the service information according to the service attribute information. The service attribute information may include status information of the service information. The status information may characterize the progress status of the traffic information.

And a third sub-step, responding to the condition that the state information meets the first preset state condition or the second preset state condition, and filtering the service information. The first preset status condition may be that the status information of the service information indicates that the service information has stopped to be received by the staff. The second preset state condition may be that state information of the service information indicates that the service information has been rejected by the target user. In practice, the executing body may delete the service information in response to determining that the state information satisfies the first preset state condition or the second preset state condition.

And a fourth sub-step of determining whether the state information satisfies a third preset state condition and a fourth preset state condition in response to determining that the state information does not satisfy the first preset state condition and the second preset state condition. The third preset state condition may be that the state information of the service information indicates that the target user is agreed to be received. The fourth predetermined status condition may be a status information characteristic of the service information that is indicative of an application request of the target user that is not processed.

And a fifth substep, in response to determining that the state information satisfies the third preset state condition or the fourth preset state condition, updating the score information of the service information according to a preset target score, to obtain first changed score information as the score information corresponding to the service information. The preset target score may be 100 points. It should be noted that, when the state information satisfies the third preset state condition or the fourth preset state condition, the score of the service information may be determined as the highest score of 100, so that when the respective score information corresponding to the respective service information is ordered, the service information satisfying the third preset state condition or the fourth preset state condition is subjected to the top setting processing. In practice, in response to determining that the state information satisfies the third preset state condition or the fourth preset state condition, the executing body may add the preset target score to a score represented by the score information of the service information, to obtain first changed score information as score information corresponding to the service information.

A sixth substep, in response to determining that the state information does not satisfy the first preset state condition, the second preset state condition, the third preset state condition, and the fourth preset state condition, of executing the following steps according to the service attribute information:

and a first execution step of determining creator information, creation time information, the number of signs in a first preset time period, the total number of signs in the service, the number of recruits in a second preset time period, the offline time period of the service recruiter and the service branch number corresponding to the service information from the service attribute information. The creator information may be person information for creating a service. The creation time information may be an initial time of creating the service. The number of the symptomatic persons in the first preset time period can be the number of the symptomatic persons in the near day. The total number of people who are entitled to the service may be the number of people who are entitled to the service. The number of recruits in the second preset time period may be the number of recruits in the preset forward time period. The preset forward time period may be the previous week. The offline time period of the service poster may be a time period from a last online time of the service poster to a current time. The number of service branches may be the number of dramas issued by the service sponsor.

And a second execution step of, in response to determining that the creator information satisfies a fifth preset state condition, updating the score information corresponding to the service information according to the preset score information set to obtain second changed score information corresponding to the service information as score information corresponding to the service information. The fifth preset state condition may be that the creator is an internal staff of a broadcasting service. In practice, the executing body may determine preset score information corresponding to service information satisfying a fifth preset state condition from the preset score information set. For example, the preset score information may be 10 points.

And a third execution step of determining a time decay index corresponding to the service information according to the creation time information and the time decay score constraint information. Wherein the time decay score constraint information may characterize an expression that determines a time decay index. The time decay index may be:

time decay index =。

Wherein,can be the creation of the service informationIs less than the number of hours.

And fourth, determining recommendation index information corresponding to the service information according to the number of the symptomatic persons in the first preset time period, the total number of the symptomatic persons in the service, the number of the recruits in the second preset time period, the offline time period of the service recruiter, the number of the service branches and the recommendation index constraint information. The number of symptoms in the first preset time period can represent the total number of symptoms of the business information in one day. The number of enrollees within the second preset time period may characterize the total number of enrolled people within any seven days. The offline time period of the service poster may characterize a number of offline hours of the service poster of the service information. The number of service branches may characterize the number of services released. The total number of the service symptoms can represent the total number of the symptom service. The recommendation index constraint information may be a constraint on the recommendation information. As an example, the recommendation index constraint information may be: 。

Wherein,recommendation index information may be characterized. />The number of symptomatic persons within the first predetermined time period may be characterized. />The total number of symptoms of the business can be characterized. />The number of enrollees within the second predetermined time period described above may be characterized. />The offline time period of the business poster may be characterized. />The number of traffic branches described above may be characterized.

And fifth, updating the score information of the business information according to the time attenuation index and the recommendation index information corresponding to the business information to obtain third changed score information corresponding to the business information as business attribute value information. In practice, the execution entity may add the product of the time decay index and the recommendation index information to the score information corresponding to the service information, to obtain third modified score information corresponding to the service information as service attribute value information. The third modified score information may characterize the updated score information.

And fourthly, sequencing the obtained business attribute value information to obtain a business attribute value information sequence. In practice, the executing body may sort the obtained service attribute value information according to a descending order, and obtain the sorted service attribute value information as a service attribute value information sequence.

The technical scheme is used as an invention point of the embodiment of the disclosure, and solves the technical problem that two users only display the recommended information meeting all screening requests of the users to the users when screening each time, and do not consider that when the screening times of the users are more, the recommended information meeting part of the screening requests of the users is displayed to the users for reference, so that the displayed recommended information has poor comprehensiveness, the range of the recommended information is smaller for the users, the screening times of the users are more, and the time consumption for the users to select the recommended information is longer. The generated recommendation information has poor comprehensiveness, the range of the recommendation information selected by the user is small, and the time-consuming factor for selecting the recommendation information is often as follows: when the number of times of screening the recommended information by the user is large, only the recommended information meeting all screening requests of the user is recommended to the user, and the recommended information meeting part of the screening requests of the user is not recommended to the user for reference. If the above factors are solved, the comprehensiveness of the generated recommended information can be improved, the range of the recommended information selected by the user is enlarged, and the time consumption of selecting the recommended information is shortened. To achieve this effect, the present disclosure determines the number of times of screening of the user when determining the recommended information, and when the number of times of screening of the user satisfies a preset fine screening condition, displays not only the recommended information satisfying all the screening requests but also the recommended information satisfying all the screening requests and the recommended information satisfying part of the screening requests in combination with the display method in step 10223 and step 10224. Therefore, the comprehensiveness of the displayed recommended information is improved, the range of selecting the recommended information by the user is enlarged, the screening times of the user are reduced, and the time consumption of selecting the recommended information by the user is shortened.

Step 10223, generating a modified service information sequence as recommendation information according to the service attribute value information sequence and the service information set.

In some embodiments, the executing entity may generate the modified service information sequence as the recommendation information according to the service attribute value information sequence and the service information set. The service information sequence may be an updated service information sequence. The above-mentioned recommendation information may characterize information satisfying the recommendation condition. In practice, the execution body may generate the modified service information sequence as the recommendation information according to the service attribute value information sequence and the service information set in various manners.

In some optional implementations of some embodiments, the executing entity may generate the modified service information sequence as the recommendation information according to the service attribute value information sequence and the service information set by:

the first step is to sort each business information in the business information set according to the business attribute value information sequence, and obtain a changed business information sequence as recommended information. In practice, first, the executing body may sort each service information in the service information set according to a descending order according to the service attribute value information corresponding to the service information in the service information set, so as to obtain a changed service information sequence. Then, the change service information sequence is determined as recommendation information.

Step 10224, displaying the generated recommendation information as a service information sequence on a service recommendation page.

In some optional implementations of some embodiments, the executing entity may display the generated recommendation information as a service information sequence on the service recommendation page. The service information in the service information sequence may represent service information that satisfies the screening request of the target user.

The above embodiments of the present disclosure have the following advantageous effects: by the recommendation information display method of some embodiments of the present disclosure, accuracy and comprehensiveness of displayed recommendation information are improved, matching degree of recommendation information and a screening request of a user is improved, and time consumption of searching service information by the user is shortened. Specifically, the accuracy and the comprehensiveness of the displayed recommended information are low, the matching degree of the recommended information and the screening request of the user is low, and the time consumption of searching the service information by the user is long because: the recommendation information is displayed only according to the screening request of the user, the recommendation information is displayed according to the attribute value information of the service information, the accuracy and the comprehensiveness of the displayed recommendation information are low, the matching degree between the displayed recommendation information and the screening request of the user is low, the user needs to search the service information repeatedly, and the time for searching the service information by the user is long and the consumed computing resources are large. Based on this, the recommendation information display method of some embodiments of the present disclosure first, in response to determining that the target user is a broadcast play service sign user or a community service sign user, performs the following steps according to the login information of the target user. First, in response to determining that the login information of the target user characterizes first login, image information corresponding to the target user is acquired. Thus, the image of the target user can be obtained when the target user logs in for the first time. And then, generating page template information corresponding to the target user according to the image information of the target user. Thus, template information of each page presentation recommended to the user can be obtained. And then, responding to the detection of the selection operation of the target user on the page template information in the page template information, and displaying a user homepage entry control, a business processing page entry control and a business recommendation entry control in a navigation bar according to the selected page template information. Therefore, each control in the navigation bar can be displayed, and a user can select and operate each control. Then, in response to detecting a selection operation of the target user on the service recommendation entry control, performing the following steps: firstly, according to the selected page template information, displaying a service recommendation page, wherein the displayed service recommendation page displays a service information sequence. Therefore, the recommendation information can be displayed on the service recommendation page according to the page template information selected by the target user. Then, in response to detecting that the screening times corresponding to the service screening information determined by the target user meet the preset fine screening conditions, the following steps are executed. Firstly, according to the service screening information, a service information set corresponding to the service screening information is determined. Thus, each service information which can be characterized to meet the screening condition of the target user can be obtained. And then, generating a service attribute value information sequence corresponding to the service information set according to the service information set and the service attribute information set corresponding to the service information set. Thus, individual service attribute value information characterizing the attribute values of the service information in the service information set can be obtained. And then, generating a changed service information sequence as recommendation information according to the service attribute value information sequence and the service information set. Therefore, the recommendation information of the service screening information corresponding to the target user can be obtained, and the obtained recommendation information can be selected by the target user. And finally, displaying the generated recommendation information as a service information sequence on the service recommendation page. Therefore, the recommendation information can be intuitively displayed, and the user can screen the recommendation information. The displayed recommendation information is obtained not only according to the screening request of the user, but also according to the screening request of the user and the service attribute value information corresponding to each service information, so that the screening request of the user is considered, the service attribute value information of the service information is considered, the accuracy and the comprehensiveness of the recommendation information are improved, the matching degree of the recommendation information and the screening request of the user is improved, and the time consumption for searching the service information by the user is shortened.

With further reference to fig. 2, as an implementation of the method shown in the foregoing figures, the present disclosure provides some embodiments of a recommended information display method, where the apparatus embodiments correspond to those method embodiments shown in fig. 1, and the apparatus may be specifically applied to various electronic devices.

As shown in fig. 2, the recommended information display device 200 of some embodiments includes: a first execution unit 201 and a second execution unit 202. Wherein, the first executing unit 201 is configured to execute, in response to determining that the target user is a broadcast service sign user or a community service sign user, the following steps according to the login information of the target user: responding to determining that the login information of the target user represents first login, and acquiring image information corresponding to the target user; generating page template information corresponding to the target user according to the image information of the target user; and responding to the detection of the selection operation of the target user on the page template information in the page template information, and displaying a user homepage entry control, a business processing page entry control and a business recommendation entry control in a navigation bar according to the selected page template information. A second execution unit 202, configured to, in response to detecting a selection operation of the target user on the service recommendation entry control, execute the following steps: displaying a service recommendation page according to the selected page template information, wherein the displayed service recommendation page displays a service information sequence; in response to detecting that the screening times corresponding to the service screening information determined by the target user meet the preset fine screening conditions, executing the following steps: determining a service information set corresponding to the service screening information according to the service screening information; generating a service attribute value information sequence corresponding to the service information set according to the service information set and the service attribute information set corresponding to the service information set; generating a service change information sequence as recommendation information according to the service attribute value information sequence and the service information set; and displaying the generated recommendation information as a service information sequence on the service recommendation page.

It will be appreciated that the elements described in the apparatus 200 correspond to the various steps in the method described with reference to fig. 1. Thus, the operations, features and resulting benefits described above for the method are equally applicable to the apparatus 200 and the units contained therein, and are not described in detail herein.

Referring now to fig. 3, a schematic diagram of an electronic device 300 (e.g., a computing device) suitable for use in implementing some embodiments of the present disclosure is shown. The electronic device shown in fig. 3 is merely an example and should not impose any limitations on the functionality and scope of use of embodiments of the present disclosure.

As shown in fig. 3, the electronic device 300 may include a processing means 301 (e.g., a central processing unit, a graphics processor, etc.) that may perform various suitable actions and processes in accordance with a program stored in a Read Only Memory (ROM) 302 or a program loaded from a storage means 308 into a Random Access Memory (RAM) 303. In the RAM 303, various programs and data required for the operation of the electronic apparatus 300 are also stored. The processing device 301, the ROM 302, and the RAM 303 are connected to each other via a bus 304. An input/output (I/O) interface 305 is also connected to bus 304.

In general, the following devices may be connected to the I/O interface 305: input devices 306 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, etc.; an output device 307 including, for example, a Liquid Crystal Display (LCD), a speaker, a vibrator, and the like; storage 308 including, for example, magnetic tape, hard disk, etc.; and communication means 309. The communication means 309 may allow the electronic device 300 to communicate with other devices wirelessly or by wire to exchange data. While fig. 3 shows an electronic device 300 having various means, it is to be understood that not all of the illustrated means are required to be implemented or provided. More or fewer devices may be implemented or provided instead. Each block shown in fig. 3 may represent one device or a plurality of devices as needed.

In particular, according to some embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, some embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method shown in the flow chart. In such embodiments, the computer program may be downloaded and installed from a network via communications device 309, or from storage device 308, or from ROM 302. The above-described functions defined in the methods of some embodiments of the present disclosure are performed when the computer program is executed by the processing means 301.

It should be noted that, the computer readable medium described in some embodiments of the present disclosure may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In some embodiments of the present disclosure, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In some embodiments of the present disclosure, however, the computer-readable signal medium may comprise a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.

In some implementations, the clients, servers may communicate using any currently known or future developed network protocol, such as HTTP (HyperText Transfer Protocol ), and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the internet (e.g., the internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed networks.

The computer readable medium may be contained in the electronic device; or may exist alone without being incorporated into the electronic device. The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to: in response to determining that the target user is a broadcast service symptomatic user or a community service symptomatic user, executing the following steps according to the login information of the target user: responding to determining that the login information of the target user represents first login, and acquiring image information corresponding to the target user; generating page template information corresponding to the target user according to the image information of the target user; responding to the detection of the selection operation of the target user on the page template information in the page template information, and displaying a user homepage entry control, a business processing page entry control and a business recommendation entry control in a navigation bar according to the selected page template information; in response to detecting the selection operation of the target user on the service recommendation entry control, executing the following steps: displaying a service recommendation page according to the selected page template information, wherein the displayed service recommendation page displays a service information sequence; in response to detecting that the screening times corresponding to the service screening information determined by the target user meet the preset fine screening conditions, executing the following steps: determining a service information set corresponding to the service screening information according to the service screening information; generating a service attribute value information sequence corresponding to the service information set according to the service information set and the service attribute information set corresponding to the service information set; generating a service change information sequence as recommendation information according to the service attribute value information sequence and the service information set; and displaying the generated recommendation information as a service information sequence on the service recommendation page.

Computer program code for carrying out operations for some embodiments of the present disclosure may be written in one or more programming languages, including an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).

The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.

The units described in some embodiments of the present disclosure may be implemented by means of software, or may be implemented by means of hardware. The described units may also be provided in a processor, for example, described as: a first execution unit and a second execution unit. Wherein the names of the units do not constitute a limitation of the unit itself in certain cases, for example, the first execution unit may be further described as "in response to determining that the target user is a broadcasting service compliant user or a community service compliant user, executing the following steps according to the login information of the target user: responding to determining that the login information of the target user represents first login, and acquiring image information corresponding to the target user; generating page template information corresponding to the target user according to the image information of the target user; and a unit for displaying a user homepage entry control, a business processing page entry control and a business recommendation entry control in a navigation bar according to the selected page template information in response to detecting the selection operation of the target user on the page template information in the page template information.

The functions described above herein may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: a Field Programmable Gate Array (FPGA), an Application Specific Integrated Circuit (ASIC), an Application Specific Standard Product (ASSP), a system on a chip (SOC), a Complex Programmable Logic Device (CPLD), and the like.

The foregoing description is only of the preferred embodiments of the present disclosure and description of the principles of the technology being employed. It will be appreciated by those skilled in the art that the scope of the invention in the embodiments of the present disclosure is not limited to the specific combination of the above technical features, but encompasses other technical features formed by any combination of the above technical features or their equivalents without departing from the spirit of the invention. Such as the above-described features, are mutually substituted with (but not limited to) the features having similar functions disclosed in the embodiments of the present disclosure.

Claims

1. A recommended information display method, comprising:

in response to determining that the target user is a broadcast play service symptomatic user or a community service symptomatic user, executing the following steps according to login information of the target user:

Responding to determining that the login information of the target user represents first login, and acquiring image information corresponding to the target user;

generating page template information corresponding to the target user according to the image information of the target user, wherein the generating page template information corresponding to the target user according to the image information of the target user comprises the following steps:

inputting the image information into an image conversion model to obtain hyperspectral image information corresponding to the image information;

decomposing the hyperspectral image information to obtain orthogonal component information corresponding to the hyperspectral image information;

performing feature extraction processing on the hyperspectral image information according to the orthogonal component information to obtain spectral feature information corresponding to the hyperspectral image information;

carrying out sub-band decomposition processing on the hyperspectral image information to obtain each sub-band information corresponding to the hyperspectral image information;

carrying out spatial feature extraction processing on each piece of obtained sub-band information to obtain spatial feature information corresponding to the hyperspectral image information;

determining the spatial characteristic information and the spectral characteristic information of the hyperspectral image information as comprehensive characteristic information corresponding to the hyperspectral image information;

Inputting the comprehensive characteristic information into a characteristic classification model to obtain classification information corresponding to the hyperspectral image information;

determining preset personnel category information corresponding to the classification information according to a preset personnel category information set;

acquiring each piece of preset navigation bar template information corresponding to the preset personnel category information from a preset navigation bar template information set according to the preset personnel category information;

acquiring background color template information of each preset page corresponding to the preset personnel category information from a preset page background color template information set according to the preset personnel category information;

acquiring background picture template information of each preset page corresponding to the preset personnel category information from a preset page background picture template information set according to the preset personnel category information;

combining the obtained preset navigation bar template information, the preset page background color template information and the preset page background picture template information to obtain the page template information corresponding to the target user, wherein the page template information in the page template information comprises preset number of preset navigation bar template information, preset number of preset page background color template information and preset number of preset page background picture template information;

Responding to the detection of the selection operation of the target user on the page template information in the page template information, and displaying a user homepage entry control, a business processing page entry control and a business recommendation entry control in a navigation bar according to the selected page template information;

in response to detecting a selection operation of the target user on the service recommendation entry control, performing the following steps:

displaying a service recommendation page according to the selected page template information, wherein the displayed service recommendation page displays a service information sequence;

in response to detecting that the screening times corresponding to the service screening information determined by the target user meet the preset fine screening conditions, executing the following steps:

determining a service information set corresponding to the service screening information according to the service screening information;

generating a service attribute value information sequence corresponding to the service information set according to the service information set and the service attribute information set corresponding to the service information set;

generating a service change information sequence as recommendation information according to the service attribute value information sequence and the service information set;

And displaying the generated recommendation information as a service information sequence on the service recommendation page.

2. The method of claim 1, wherein the method further comprises:

responding to the fact that the target user is a broadcasting service user, and the login information of the target user represents non-first login, and displaying a user homepage entry control, a service processing page entry control and a user recommendation entry control in a navigation bar according to page template information preselected by the target user;

in response to detecting a selection operation of the target user on the due user recommendation entry control, performing the following steps:

displaying an emergency user recommendation page according to the pre-selected page template information, wherein the displayed emergency user recommendation page displays an emergency user information sequence;

responding to the detection of the screening information of the corresponding user determined by the target user, and screening each piece of preset corresponding user information in a preset corresponding user information set to obtain a corresponding user information set corresponding to the screening information of the corresponding user;

generating a corresponding user attribute value information sequence corresponding to the corresponding user information set according to the corresponding user information set and a corresponding user label information set corresponding to the corresponding user information set, wherein the corresponding user information in the corresponding user information set corresponds to the corresponding user attribute value information in the corresponding user attribute value information sequence;

Generating a modified user information sequence as recommendation information according to the user attribute value information sequence and the user information set;

and displaying the generated recommendation information as a sequence of the information of the symptomatic user on the recommendation page of the symptomatic user.

3. The method of claim 1, wherein the determining, according to the traffic screening information, a traffic information set corresponding to the traffic screening information comprises:

acquiring service information groups corresponding to sub-service types meeting preset type screening conditions in the service screening information, and obtaining each service information group;

for each of the acquired individual sets of service information, the following steps are performed:

determining each business information group different from the business information group in each business information group as a business information group set;

in response to determining that service information meeting a first preset screening condition or a second preset screening condition exists in the service information group, adding each service information meeting the first preset screening condition or the second preset screening condition in the service information group as each first service information to a first service information set;

Filtering each first service information in the first service information set to obtain a filtered first service information set as a target service information set;

and determining the target service information set as a service information set.

4. The method of claim 3, wherein the generating a modified service information sequence as recommendation information based on the service attribute value information sequence and the service information set comprises:

and sequencing each service information in the service information set according to the service attribute value information sequence to obtain a changed service information sequence as recommended information.

5. The method of claim 2, wherein the filtering the respective preset symptom user information in the preset symptom user information set to obtain the symptom user information set corresponding to the symptom user filtering information includes:

for each sub-filtering information in the filtering information of the symptomatic user, executing the following steps:

in response to determining that the sub-screening information meets a third preset screening condition, adding preset symptomatic user information meeting a first preset symptomatic condition in the preset symptomatic user information set as first symptomatic user information to the first symptomatic user information set;

In response to determining that the sub-screening information meets a fourth preset screening condition, adding preset symptomatic user information meeting a second preset symptomatic condition in the preset symptomatic user information set as second symptomatic user information to the second symptomatic user information set;

screening the first sign user information meeting fifth preset screening conditions in the first sign user information set according to the second sign user information set to obtain a screened first sign user information set;

and determining the first and second filtered user information sets as the user information sets.

6. The method of claim 5, wherein the generating a sequence of the information of the user attribute value of the sign corresponding to the set of the user information of the sign according to the set of the user information of the sign and the set of the tag information of the sign corresponding to the set of the user information of the sign, comprises:

according to a target preset score information set, determining score information of the corresponding user information meeting the same preset conditions in the corresponding user information set;

according to the target preset score information set, determining score information of the user who does not meet the preset same conditions in the information set of the user who meets the preset same conditions;

For each of the set of symptomatic user information, performing the steps of:

determining the sign user label information corresponding to the sign user information from the sign user label information set, wherein the sign user label information comprises flow information, work quantity information, shelf period information, recommendation information and release time information;

determining target score information corresponding to the information of the symptomatic user according to the acquired label information of the symptomatic user and preset score constraint information;

determining total score information corresponding to the information of the symptomatic user according to the target score information and the score information corresponding to the information of the symptomatic user;

and sequencing the obtained total score information to obtain a total score information sequence as an attribute value information sequence of the symptomatic user.

7. A recommended information display device comprising:

a first execution unit configured to execute, in response to determining that a target user is a broadcast play service sign user or a community service sign user, the following steps according to login information of the target user: responding to determining that the login information of the target user represents first login, and acquiring image information corresponding to the target user; generating page template information corresponding to the target user according to the image information of the target user, wherein the generating page template information corresponding to the target user according to the image information of the target user comprises the following steps: inputting the image information into an image conversion model to obtain hyperspectral image information corresponding to the image information; decomposing the hyperspectral image information to obtain orthogonal component information corresponding to the hyperspectral image information; performing feature extraction processing on the hyperspectral image information according to the orthogonal component information to obtain spectral feature information corresponding to the hyperspectral image information; carrying out sub-band decomposition processing on the hyperspectral image information to obtain each sub-band information corresponding to the hyperspectral image information; carrying out spatial feature extraction processing on each piece of obtained sub-band information to obtain spatial feature information corresponding to the hyperspectral image information; determining the spatial characteristic information and the spectral characteristic information of the hyperspectral image information as comprehensive characteristic information corresponding to the hyperspectral image information; inputting the comprehensive characteristic information into a characteristic classification model to obtain classification information corresponding to the hyperspectral image information; determining preset personnel category information corresponding to the classification information according to a preset personnel category information set; acquiring each piece of preset navigation bar template information corresponding to the preset personnel category information from a preset navigation bar template information set according to the preset personnel category information; acquiring background color template information of each preset page corresponding to the preset personnel category information from a preset page background color template information set according to the preset personnel category information; acquiring background picture template information of each preset page corresponding to the preset personnel category information from a preset page background picture template information set according to the preset personnel category information; combining the obtained preset navigation bar template information, the preset page background color template information and the preset page background picture template information to obtain the page template information corresponding to the target user, wherein the page template information in the page template information comprises preset number of preset navigation bar template information, preset number of preset page background color template information and preset number of preset page background picture template information; responding to the detection of the selection operation of the target user on the page template information in the page template information, and displaying a user homepage entry control, a business processing page entry control and a business recommendation entry control in a navigation bar according to the selected page template information;

A second execution unit, configured to respond to detection of selection operation of the target user on the service recommendation entry control, execute the following steps: displaying a service recommendation page according to the selected page template information, wherein the displayed service recommendation page displays a service information sequence; in response to detecting that the screening times corresponding to the service screening information determined by the target user meet the preset fine screening conditions, executing the following steps: determining a service information set corresponding to the service screening information according to the service screening information; generating a service attribute value information sequence corresponding to the service information set according to the service information set and the service attribute information set corresponding to the service information set; generating a service change information sequence as recommendation information according to the service attribute value information sequence and the service information set; and displaying the generated recommendation information as a service information sequence on the service recommendation page.

8. An electronic device, comprising:

one or more processors;

a storage device having one or more programs stored thereon,

when executed by the one or more processors, causes the one or more processors to implement the method of any of claims 1-6.

9. A computer readable medium having stored thereon a computer program, wherein the computer program, when executed by a processor, implements the method of any of claims 1-6.