CN110321262B - Application content monitoring method and device and terminal - Google Patents

Application content monitoring method and device and terminal Download PDF

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Publication number
CN110321262B
CN110321262B CN201810265086.9A CN201810265086A CN110321262B CN 110321262 B CN110321262 B CN 110321262B CN 201810265086 A CN201810265086 A CN 201810265086A CN 110321262 B CN110321262 B CN 110321262B
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scoring
application
resource
server
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CN110321262A (en
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陈杨
吕远方
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Tencent Technology Shenzhen Co Ltd
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Tencent Technology Shenzhen Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
    • G06F11/302—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a software system
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations

Abstract

The invention discloses an application content monitoring method applied to a terminal, which comprises the steps of obtaining application contents in a content library, scanning invalid contents existing in the application contents, and reporting the invalid contents to a server so as to enable the server to offline the invalid contents. The application content monitoring method, the application content monitoring device and the terminal can improve the speed of processing the invalid content, improve the effectiveness of the application content displayed to the user, improve the experience of the application brought to the user, and enhance the attraction of the application to the user, thereby improving the downloading amount and the activity of the application.

Description

Application content monitoring method and device and terminal
Technical Field
The invention belongs to the technical field of terminals, and particularly relates to an application content monitoring method, an application content monitoring device and a terminal.
Background
The smart phone has the advantages of high performance, rich interaction, flexible application and content supply for users, and greater satisfaction for the users. With the rapid development of networks and smart phones, users use smart phones for longer and longer time every day, a large number of applications meet the daily life requirements of users, and meanwhile, the cost of searching information of the users is increased, the users need to know which applications can solve their own problems first, then go to the application market to download and install the applications, and finally the users need to search information needed by themselves in the installed applications, and if one application does not find the needed information, the above process needs to be repeated until the information is found. This undoubtedly increases the use cost and time consumption of the user. Each application market (application store) in the market at present provides a search function based on an application name keyword.
In the prior art, a client can carry some user information to initiate a request to a background, the background returns different contents to users with different characteristics, the returned contents comprise different types of content elements such as information, news, pictures and videos, the contents with problems are found in an artificial online inspection mode after being displayed, the contents with problems are offline, and the contents after offline are not displayed to the users.
The defects of the prior art are that the time for finding problematic application content is too long, so that a large amount of problematic content appears in front of users, the user experience and the brand recognition of products are seriously affected, the application downloading amount is low, the activity is low, and further the users are lost.
Disclosure of Invention
The embodiment of the invention provides an application content monitoring method, an application content monitoring device and an application content monitoring terminal, which can solve the problems that the time for finding problematic application content is too long, the application download amount is low and the activity is low due to manual online inspection of the application content.
The application content monitoring method provided by the embodiment of the invention comprises the following steps:
acquiring application content in a content library;
scanning invalid content existing in the application content;
and reporting the invalid content to a server so as to enable the server to be offline with the invalid content.
An application content monitoring apparatus provided in an embodiment of the present invention includes:
the acquisition module is used for acquiring application contents in the content library;
the scanning module is used for scanning invalid content existing in the application content;
and the reporting module is used for reporting the invalid content to a server so as to enable the server to be offline with the invalid content.
The embodiment of the invention provides a terminal, which comprises:
the application content monitoring method comprises the following steps of storing, processing and executing the computer program, wherein the processor executes the computer program to realize the application content monitoring method.
It can be seen from the foregoing embodiments of the present invention that, in the method, apparatus, and terminal for monitoring application content provided in the embodiments of the present invention, the terminal obtains the application content in the content library, scans the invalid content therein, and reports the scanned invalid content to the server, and the server timely logs off the invalid content, so that the user cannot see the invalid content on the display page of the terminal, thereby increasing the speed of processing the invalid content, improving the validity of the application content displayed to the user, improving the experience of the application to the user, and enhancing the attraction to the user, thereby improving the download amount and the liveness of the application.
Drawings
Fig. 1 is a schematic view of an application scenario of an application content monitoring method provided in an embodiment of the present invention;
fig. 2 is a schematic flowchart of an application content monitoring method according to a first embodiment of the present invention;
fig. 3 is a flowchart illustrating an application content monitoring method according to a second embodiment of the present invention;
FIG. 4 is a schematic diagram of a system for implementing an application content monitoring method according to an embodiment of the present invention;
FIG. 5 is a schematic diagram of an interface for displaying an example of video content in an application according to an embodiment of the present invention;
FIG. 6 is a schematic diagram of an interface for displaying an example of music content in an application according to an embodiment of the present invention;
FIG. 7 is a schematic diagram of an interface showing an example of book contents in an application according to an embodiment of the present invention;
fig. 8 is a schematic structural diagram of an application content monitoring apparatus according to a third embodiment of the present invention;
fig. 9 is a schematic structural diagram of an application content monitoring apparatus according to a fourth embodiment of the present invention;
fig. 10 is a schematic diagram of a hardware structure of a terminal according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be described below with reference to the drawings in the embodiments of the present invention.
Fig. 1 is a schematic diagram of a typical application scenario in embodiments of the present invention, where a mobile terminal 10 and a server 20 are in the same network, and the server 20 has a content library created thereon, where the content library is used for storing application contents, and the content library includes: and the application content comprises one or more of application content, webpage content, picture content, multimedia content and text content. The application refers to various apps (applications) such as app markets and app stores that provide application contents, and the multimedia class refers to audio and video classes, and specifically, the application contents include: APP, video, music, novels, cartoons, news, pictures, commodities, life service information, group purchase, catering recipes, air tickets, train tickets, travel strategies and the like.
The mobile terminal 10 acquires application contents stored in a content library, and locally scans invalid contents existing in the application contents in an off-line manner, wherein the invalid contents refer to resources with inaccessible contents and/or repeated contents, and the resources with the inaccessible contents refer to the conditions of resource link error, content deletion, no access right and the like of the contents; the repeated content refers to identical or substantially similar content, and the repeated content can be calculated by a simhash algorithm. The simhash algorithm can be divided into 5 steps: word segmentation, hash, weighting, merging and dimension reduction, and the purpose of calculating repeated contents is achieved by processing a section of sentence in the steps.
The mobile terminal 10 reports the scanned invalid content to the server 20, and the server 20 performs offline processing on the invalid content and does not return the invalid content to the mobile terminal 10, so that the invalid content is not presented to the user on the presentation page of the mobile terminal 10. The mobile terminal 10 obtains quality identification information of each application content, and the quality identification information may include: the click rate, download rate, reading times, reading time, reading screen number, belonging classification, error amount and good comment quantity of the belonging classification of the application content and the like can identify the quality information of the application content. And further displaying click rate, download rate, reading times, commenting quantity and the like on the interface displayed by the application content.
Further, when the user views or searches APP, video, music, novels, comics, news, pictures, commodities, life service information, group buying, catering recipes, air tickets, train tickets, travel strategies and the like in the application, the application content is displayed on a search result interface. The application contents can be presented in the order of the content quality scores of the application contents from high to low, that is, the higher the content quality score of the application contents is, the higher the probability that the user can see the application contents is. Specifically, according to a preset scoring dimension, obtaining a scoring factor corresponding to the scoring dimension from the quality identification information of the application content, wherein the scoring dimension comprises a click rate, a download rate, reading information, a belonging classification, an error amount of the belonging classification and a good scoring quantity of the application content; the scoring factor is a weight value for each scoring dimension. The scoring dimensionality can be combined differently according to the lateral weight of the evaluation application content, and the scoring factor can be adjusted according to the different scoring dimensionalities. And further, calculating to obtain a content quality score according to a preset algorithm according to the score dimension and the score factor, and displaying the application contents according to the sequence of the content quality score from high to low during display, wherein the more the application contents with the higher content quality score are, the more the application contents are displayed in the front.
The application content monitoring method in this embodiment may be applied to terminals such as a mobile phone, a tablet computer, and a PC (personal computer). The specific technical scheme is described in the following embodiments.
Referring to fig. 2, fig. 2 is a schematic flow chart of an application content monitoring method according to a first embodiment of the present invention, where the method is applied to the terminal, and for convenience of description, the terminal in this embodiment takes a mobile terminal as an example, and the method includes:
s101, acquiring application contents in a content library;
the mobile terminal acquires application content in a content library of the server.
Wherein, the application content comprises: and the application content comprises one or more of application content, webpage content, picture content, multimedia content and text content. Specifically, the application contents can be APP, videos, music, novels, cartoons, news, pictures, commodities, life service information, group buying, catering recipes, air tickets, train tickets, travel strategies and the like.
S102, scanning invalid contents existing in the application contents;
the mobile terminal scans invalid content existing in the application content, wherein the invalid content specifically comprises: inaccessible content resources and duplicate content. The inaccessible resource of the content refers to the conditions of resource link error, content deletion, no access right and the like of the content; repeated content refers to identical or substantially similar content.
S103, reporting the invalid content to a server so that the server can be offline with the invalid content;
and reporting the scanned invalid content to a server so as to enable the server to perform offline processing, wherein the server does not return the invalid content to the mobile terminal, and the mobile terminal does not display the invalid content when displaying the application content, so that a user cannot see the invalid content.
Further, whether the resource of the inaccessible content is recovered to the accessible content resource is periodically detected, if so, the content resource recovered to the accessible content resource is reported to the server, so that the server is on-line again and is recovered to the accessible content resource. The resources are inaccessible due to temporary damage of the servers, and the resources can be restored to be accessed after the servers are normally maintained. The periodicity may be determined based on big data of server corruption. Such as every hour, or every 24 hours. The utilization rate of resources can be improved.
Or detecting the alternative resource of the content with the similarity reaching the preset proportion with the inaccessible content, and reporting the alternative resource to the server so that the server replaces the alternative resource with the resource of the inaccessible content to be on-line. That is, the alternative resource similar to or identical to the inaccessible content is searched, for example, the alternative resource with the similarity to the inaccessible content reaching 90% can replace the inaccessible content for the user to view, so that the alternative resource can be reported to the server, and the server can make the alternative resource replace the resource of the inaccessible content to be on-line. The utilization rate of resources can be improved.
In the embodiment of the invention, the terminal acquires the application content in the content library, reports the invalid content to the server after scanning the invalid content, and the server timely downloads the invalid content, so that a user cannot see the invalid content on a display page of the terminal, thereby improving the speed of processing the invalid content, improving the effectiveness of the application content displayed to the user, improving the experience of the application brought to the user, enhancing the attraction to the user and further improving the downloading amount and the activity of the application.
Referring to fig. 3, fig. 3 is a method for monitoring application contents according to a second embodiment of the present invention, which can be applied to the terminal, and for convenience of description, the terminal in this embodiment takes a mobile terminal as an example, and the method includes:
s201, acquiring application contents in a content library;
the mobile terminal acquires application content in a content library of the server.
Wherein, the application content comprises: and the application content comprises one or more of application content, webpage content, picture content, multimedia content and text content. The multimedia category refers to audio and video categories, specifically to APP, video, music, novel, comic, news, pictures, commodities, life service information, group purchase, catering recipes, air tickets, train tickets, travel strategies and other application contents.
S202, scanning invalid contents in one or more of application contents, webpage contents, pictures, multimedia contents and character application contents in the application contents in an off-line manner;
the mobile terminal scans the invalid content in one or more of the application contents, the web page, the picture, the multimedia and the text, i.e. the mobile terminal scans the resources and the repeated content of the inaccessible content in the application contents, the web page, the picture, the multimedia and the text, which are local to the mobile terminal.
The inaccessible resource of the content refers to the conditions of resource link error, content deletion, no access right and the like of the content; duplicate content refers to content that is identical or substantially similar.
S203, reporting the invalid content to a server so that the server can log off the line of the invalid content;
and reporting the scanned invalid content to a server so as to enable the server to perform offline processing, wherein the server does not return the invalid content to the mobile terminal, and the mobile terminal does not display the invalid content when displaying the application content, so that a user cannot see the invalid content.
And online reporting the scanned invalid content to the server, and reporting the commendable quantity in the quality identification information of the application content.
The quality identification information of the application content comprises information for identifying the quality of the application content, such as click rate, download rate, reading information, belonging classification, error amount and good evaluation amount of the belonging classification, and the like of the application content.
To sum up, a schematic diagram of a system for implementing the application content monitoring method according to an embodiment of the present invention is shown in fig. 4, where an offline scanning module and an online reporting module are disposed in a mobile terminal, a content library is disposed in a server, and various types of content are stored in the content library, the offline scanning module scans content in the content library, and sends invalid content to the server, and the online reporting module reports scanned wireless content and reports a good-rated amount to the server.
The click rate refers to the ratio of the number of clicks to the number of display times of the application content;
the download rate refers to the download conversion rate of the application content, and the ratio of the download times to the display times of the application content;
the reading information comprises the following steps: reading times, reading time and reading screen number, wherein the reading times refer to the times of reading the content; the reading time refers to the time length of each time the content is read; the number of reading screens refers to the number of screen flipping times when the content is read each time;
the belonging classification refers to the classification of the application content, such as application class, web page class, picture class, multimedia class and character class;
the error amount of the belonged classification refers to the number of application contents with errors under the belonged classification;
the number of good comments refers to the number of good comments made on the application content by the user, and specifically includes the number of clicking praise buttons, the number of clicking good comment buttons, the number of good comments made on characters, and the like.
S204, setting scoring dimensionality according to scoring standards of the application content;
the scoring dimensions include: one or more of click through rate, download rate, reading information, category of the application content, error amount and number of good scores of the category of the application content may be at most all the scoring dimensions described above. And according to the scoring standard of the application content, different scoring dimensions are set in a combined mode. The method comprises the following specific steps:
and if the scoring standard of the application content emphasizes the attraction of the user, setting the scoring dimensionality as the combination of the click rate, the download rate and the reading screen number in the reading information.
If the scoring standard of the application content is the emphasis on the content quality, the scoring dimensionality is set to be the combination of the downloading rate and the reading times, the reading time and the reading screen number in the reading information, and also can be set to be the combination of all the scoring dimensionalities of the application content, such as the click rate, the downloading rate, the reading information, the affiliated category, the error amount and the good scoring quantity of the affiliated category.
And if the scoring standard of the application content emphasizes the quality of the content of the same category, setting the scoring dimension as the combination of the download rate, the belonged category and the error amount of the belonged category.
Step S205 may be executed before step S204.
S205, obtaining a scoring dimension and a scoring factor corresponding to the scoring dimension from the quality identification information of the application content;
acquiring quality identification information of the application content, and acquiring a scoring dimension corresponding to the emphasis and a scoring factor corresponding to the scoring dimension from the quality identification information of the application content, wherein the scoring factor is the weight occupied by the scoring dimension. The scoring factor may be preset.
Further, according to the selection of the user, a scoring dimension can be obtained, and a preset scoring factor corresponding to the selected scoring dimension is obtained.
S206, calculating to obtain a content quality score according to the scoring dimension and the scoring factor and a preset algorithm;
the algorithm has the following calculation formula:
Figure BDA0001611183000000091
wherein L isiAs a scoring dimension, fiIs a scoring factor, and S is a content quality score.
Score factor fiThe adjustment can be performed according to the actual effect of the quality of the displayed content, and the scoring factor corresponding to the best effect is the best scoring factor.
Further, when the scoring factor is set, the following conditions can be met:
Figure BDA0001611183000000092
in one example, a scoring factor f for application contentiCan be set as follows:
click rate f of the contenti＝0.1；
Download rate f of the contenti＝0.3；
Number of readings f of the contenti＝0.15；
Reading time f of the contenti＝0.15；
Number of reading screens f of the contentsi＝0.15；
The belonging classification f of the contenti＝0.05；
Number of errors f in the associated category of the contenti＝0.05；
Number of reviews of the content fi＝0.05。
Since the scoring factors of the scoring dimensions of different categories are different and the scoring factors of different scoring dimensions are also different, the evaluation criteria need to be unified into a quantifiable content quality score for different scoring dimensions, the score is [0,100] between the categories, and the higher the score is, the better the content quality is. The above process of unifying the different scoring dimensions of the different scoring factors into a quantifiable score is score normalization.
Specifically, the higher the click rate, the higher the score; the higher the download rate, the higher the score; the higher the reading times, the higher the score; the closer the reading time is to the preset duration, the higher the score is; the more reading screens, the higher the score; the score of the classification is preset; the lower the error amount of the classification, the higher the score; the greater the number of good scores, the higher the score.
Further, the scoring factor may also be set by the user, specifically, the setting operation of the user is obtained, and the weight value of the scoring dimension set by the user is multiplied by the scoring factor corresponding to the set scoring dimension to obtain a new scoring factor. And then, calculating to obtain the content quality score according to the scoring dimension and the new scoring factor and the preset algorithm. The weight value is preset in the system and can be selected by a user, or the user can set the weight value by inputting a numerical value, and the user obtains a new scoring factor by setting the weight value, so that a new content quality score is obtained. For example, if the user pays more attention to the click rate, the weight value of the click rate of the content is set to 2, the product result of the weight value and the scoring factor 0.1 is 0.2, and the scoring factor of the click rate of the content is increased, so that the new content scoring quality is obtained. The freedom degree of user operation is improved through user self-definition.
And S207, displaying the application contents according to the sequence of the quality scores of the contents from high to low during display.
When the content quality is displayed, for example, in response to a search request of a user, when a plurality of contents matching the search request are searched, the application contents are displayed in the order of the content quality scores from high to low, that is, the higher the content quality score of the content is, the more the content is displayed in front, the higher the probability of the content appearing in the first page of the display is, so that the user can see the application contents with high content quality scores without turning over the screen, and the user can see the contents with high content quality scores with higher probability.
One example is shown in fig. 5, when a user searches for "flight video" in an application, the APP of the search result "flight video" and the introduction contents of the videos 301, 302 and 303 on the flight video are presented in the interface, the introduction contents of the three videos are the video contents in the multimedia-like content, the introduction contents of the three videos are presented according to the content quality score in an order from high to low, and the introduction contents of the videos except the three videos cannot be presented on the current page due to the low content quality score.
For example, as shown in fig. 6, when a user searches for "zhou jeren" in an application, music of the search result "zhou jeren" and introduction contents of a song 401, a song 402 and a song 403 of a singer, which are music contents in multimedia-type contents, are presented in an interface, the introduction contents of the three songs are presented in an order from high to low according to the content quality scores, and the introduction contents of other songs except the three songs cannot be presented on the current page due to low content quality scores.
For example, as shown in fig. 7, when a user searches for "small era" in an application, books of the "small era" and introduction contents of books 501, 502, 503 related to the small era are displayed in an interface, the introduction contents of the three books are picture contents in the picture-like contents, the introduction contents of the three videos are displayed in order from high to low according to the content quality scores, and the introduction contents of books other than the three books cannot be displayed on the current page due to low content quality scores.
In the embodiment of the invention, the terminal acquires the application content in the content library, the invalid content is scanned and reported to the server, and the server timely logs off the invalid content, so that the user can not see the invalid content on the display page of the terminal, thereby improving the speed of processing the invalid content, improving the effectiveness of the application content displayed to the user, improving the experience of the application brought to the user, enhancing the attraction to the user and further improving the downloading amount and the activity of the application.
Referring to fig. 8, fig. 8 is an application monitoring apparatus according to a third embodiment of the present invention, and for convenience of description, only the parts related to the embodiment of the present invention are shown. The device can be arranged in the terminal, and comprises:
an obtaining module 601, configured to obtain application content in a content library;
the application content comprises: and the application content comprises one or more of application content, webpage content, picture content, multimedia content and text content. Specifically, the system comprises the application contents of APP, videos, music, novels, cartoons, news, pictures, commodities, life service information, group buying, catering recipes, air tickets, train tickets, travel strategies and the like.
A scanning module 602, configured to scan invalid content existing in the application content;
the invalid content specifically includes: inaccessible content resources and duplicate content. The inaccessible resource of the content refers to the conditions of resource link error, content deletion, no access right and the like of the content; duplicate content refers to content that is identical or substantially similar.
A reporting module 603, configured to report the invalid content scanned by the scanning module 602 to the server, so that the server logs off the line for the invalid content.
And reporting the scanned invalid content to a server so as to enable the server to perform offline processing, wherein the server does not return the invalid content to the mobile terminal, and the mobile terminal does not display the invalid content when displaying the application content, so that a user cannot see the invalid content.
The apparatus in the embodiment of the present invention is configured to perform the method in the embodiment of fig. 1, and details of the technology not described are the same as those in the embodiment of fig. 1, which are not described herein again.
In the embodiment of the invention, the terminal acquires the application content in the content library, scans the invalid content in the content library and then reports the scanned invalid content to the server to perform offline processing on the invalid content, so that the speed of processing the invalid content is improved, the effectiveness of the application content displayed to a user is improved, the experience brought to the user by the application is improved, the attraction to the user is enhanced, and the downloading amount and the activity of the application are improved.
Referring to fig. 9, fig. 9 is an application monitoring apparatus according to a fourth embodiment of the present invention, and for convenience of description, only the parts related to the embodiment of the present invention are shown. The device can be built in the terminal, and the device shown in the embodiment is different from the device shown in fig. 8 in that:
the application content comprises: one or more of application contents, webpage contents, picture contents, multimedia contents and text contents;
the scanning module 602 is further configured to scan resources and duplicate content of the content that is not accessible in one or more of the application class, the web page class, the picture class, the multimedia class, and the text class.
Further, the reporting module 603 is further configured to report the number of good comments in the quality identifier information of each application content.
Further, the apparatus further comprises:
a detecting module 701, configured to periodically detect whether the resource of the inaccessible content has been restored to an accessible content resource;
the reporting module 603 is further configured to report the content resource that has been restored to be accessible to the server if the resource of the inaccessible content has been restored to be an accessible content resource, so that the server is on-line again and is restored to be an accessible content resource;
the detection module 701 is further configured to detect an alternative resource of a content whose proximity to the inaccessible content reaches a preset ratio;
the reporting module 603 is further configured to report the alternative resource to a server, so that the server replaces the alternative resource with the resource of the inaccessible content.
The obtaining module 601 is further configured to obtain the set scoring dimension from the quality identification information of the application content, and the scoring factor corresponding to the scoring dimension, where the scoring dimension includes one or more of a click rate, a download rate, reading information, a category to which the application content belongs, an error amount of the category to which the application content belongs, and a good scoring amount.
The click rate refers to the ratio of the number of clicks to the number of display times of the application content;
the download rate refers to the download conversion rate of the application content, and the ratio of the download times to the display times of the application content;
the reading information comprises the following steps: reading times, reading time and reading screen number, wherein the reading times refer to the times of reading the content; the reading time refers to the time length of reading the content each time; the number of reading screens refers to the number of screen turning times of the content when being read each time;
the belonging classification refers to the classification of the application content, such as application class, web page class, picture class, multimedia class and character class;
the error amount of the belonged classification refers to the number of application contents with errors under the belonged classification;
the number of good comments refers to the number of good comments made on the application content by the user, and specifically includes the number of clicking praise buttons, the number of clicking good comment buttons, the number of good comments made on characters, and the like.
Further, the apparatus further comprises:
a calculating module 702, configured to calculate, according to the scoring dimension and the scoring factor, a content quality score according to a preset algorithm;
the algorithm is calculated as follows:
Figure BDA0001611183000000141
wherein L isiAs a scoring dimension, fiIs a scoring factor, and S is a content quality score.
The scoring factor can be adjusted according to the actual effect of the displayed content quality, and the scoring factor corresponding to the best effect is the best scoring factor.
Since the scoring factors of the scoring dimensions of different categories are different and the scoring factors of different scoring dimensions are also different, the evaluation criteria need to be unified into a quantifiable content quality score for different scoring dimensions, the score is [0,100] between the categories, and the higher the score is, the better the content quality is. The above process of unifying the different scoring dimensions of the different scoring factors into a quantifiable score is score normalization.
Specifically, the higher the click rate, the higher the score; the higher the download rate, the higher the score; the higher the reading times, the higher the score; the closer the reading time is to the preset duration, the higher the score is; the more reading screens, the higher the score; the score of the classification is preset; the lower the error amount of the classification, the higher the score; the greater the number of good scores, the higher the score.
Further, the calculating module 702 is further configured to obtain a setting operation of a user, and multiply the weight value of the scoring dimension set by the user by the set scoring factor corresponding to the scoring dimension to obtain a new scoring factor;
the calculating module 702 is further configured to calculate, according to the scoring dimension and the new scoring factor, the content quality score according to the preset algorithm;
a presentation module 703, configured to present the application content according to the order from high to low of the content quality score during presentation;
a setting module 704, configured to set the scoring dimension according to a scoring criterion for the application content.
Further, the setting module 704 is further configured to set the scoring dimension as a combination of the click rate, the download rate, the number of reading screens in the reading information, and the number of good reviews if the scoring criterion for the application content is to emphasize attraction to the user;
the setting module 704 is further configured to set the scoring dimensionality as a combination of the download rate and the reading times, the reading time and the reading screen number in the reading information if the scoring standard for the application content is the content quality with emphasis;
the setting module 704 is further configured to set the scoring dimension as a combination of the download rate, the belonged category, and an error amount of the belonged category if the scoring criterion for the application content is to emphasize the quality of the content of the same category.
The undescribed technical details in the embodiments of the present invention are the same as those in the embodiments shown in fig. 1 to 8, and are not described again here.
In the embodiment of the invention, the terminal acquires the application content in the content library, the invalid content is reported to the server after the invalid content is scanned, and the server timely logs off the invalid content, so that the user can not see the invalid content on the display page of the terminal, thereby improving the speed of processing the invalid content, improving the effectiveness of the application content displayed to the user, improving the experience of the application brought to the user, enhancing the attraction to the user and further improving the downloading amount and the activity of the application.
Referring to fig. 10, an embodiment of the present invention further provides a terminal, where the terminal includes: a memory 801, a processor 802 and a computer program stored on the memory 801 and executable on the processor 802, which when executed by the processor 802, implement the application content monitoring method as in the foregoing first and second embodiments.
Further, the terminal further includes:
at least one input device 803 and at least one output device 804.
The memory 801, the processor 802, the input device 803, and the output device 804 are connected by a bus 805.
The input device 803 may be a camera, a touch panel, a physical button, or a mouse. The output device 804 may specifically be a display screen.
The Memory 801 may be a high-speed Random Access Memory (RAM) Memory or a non-volatile Memory (non-volatile Memory), such as a disk Memory. The memory 801 is used to store a set of executable program code, and the processor 802 is coupled to the memory 801.
Further, an embodiment of the present application further provides a computer-readable storage medium, where the computer-readable storage medium may be provided in the terminal in the foregoing embodiments, and the computer-readable storage medium may be the memory in the foregoing embodiment shown in fig. 10. The computer readable storage medium has stored thereon a computer program which, when executed by a processor, implements the application content monitoring method described in the foregoing embodiments shown in fig. 2 and 3. Further, the computer-readable storage medium may be various media that can store program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a RAM, a magnetic disk, or an optical disk.
In the embodiments provided in the present application, it should be understood that the disclosed method and apparatus may be implemented in other ways. For example, the above-described embodiments of the apparatus are merely illustrative, and for example, the division of the modules is only one logical division, and the actual implementation may have another division, for example, a plurality of modules or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication link may be an indirect coupling or communication link of some interfaces, devices or modules, and may be in an electrical, mechanical or other form.
The modules described as separate parts may or may not be physically separate, and parts displayed as modules may or may not be physical modules, may be located in one position, or may be distributed on a plurality of network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, functional modules in the embodiments of the present invention may be integrated into one processing module, or each module may exist alone physically, or two or more modules are integrated into one module. The integrated module can be realized in a hardware mode, and can also be realized in a software functional module mode.
The integrated module, if implemented in the form of a software functional module and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention, which is substantially or partly contributed by the prior art, or all or part of the technical solution may be embodied in a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to perform all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
In the above embodiments, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
In the above description, for those skilled in the art, there are variations on the embodiments and the application ranges according to the ideas of the present invention, and in summary, the content of the present specification should not be construed as limiting the present invention.

Claims (14)

1. An application content monitoring method, comprising:
acquiring application content in a content library;
scanning invalid content existing in the application content offline; the invalid content comprises a resource of inaccessible content;
reporting the invalid content to a server so that the server can be offline with the invalid content;
regularly detecting whether the resource of the inaccessible content is recovered into the accessible content resource, if so, reporting the content resource recovered into the accessible content resource to a server so that the server is on-line again and is recovered into the accessible content resource; or, detecting an alternative resource of the content with the similarity reaching a preset proportion with the inaccessible content, and reporting the alternative resource to a server so that the server replaces the alternative resource with the resource of the inaccessible content;
wherein the content resource and the alternative resource which have been restored to be accessible are used for presentation in a presentation page of the application content.
2. The method of claim 1, wherein the application content comprises: and the application content comprises one or more of application content, webpage content, picture content, multimedia content and text content.
3. The method according to any one of claims 1 to 2, further comprising:
acquiring a set scoring dimension and a scoring factor corresponding to the scoring dimension from quality identification information of application content, wherein the scoring dimension comprises one or more of click rate, download rate, reading information, belonging classification, error amount and good scoring amount of the belonging classification of the application content;
calculating to obtain a content quality score according to the scoring dimension and the scoring factor and a preset algorithm;
and displaying the application contents according to the sequence of the quality scores of the contents from high to low during display.
4. The method according to claim 3, wherein the obtaining of the set scoring dimension from the quality identification information of the application content and the scoring factor corresponding to the scoring dimension previously comprises:
and setting the scoring dimension according to scoring standards of the application content.
5. The method of claim 4, wherein setting the scoring dimension according to scoring criteria for the application content comprises:
and if the scoring standard of the application content is to emphasize attraction of the user, setting the scoring dimensionality as the combination of the click rate, the download rate, the reading screen number in the reading information and the good scoring number.
6. The method of claim 4, wherein setting a scoring dimension according to scoring criteria for the application content comprises:
and if the scoring standard of the application content is the content quality of the emphasis, setting the scoring dimensionality as the combination of the download rate and the reading times, the reading time and the reading screen number in the reading information.
7. The method of claim 4, wherein setting a scoring dimension according to scoring criteria for the application content comprises:
and if the scoring standard of the application content emphasizes the quality of the content of the same category, setting the scoring dimensionality as the combination of the download rate, the belonged category and the error amount of the belonged category.
8. The method of claim 3, further comprising:
acquiring selection operation of a user, and according to the scoring dimensionality selected by the user;
acquiring a preset scoring factor corresponding to the scoring dimensionality, and calculating to obtain a content quality score according to a preset algorithm, wherein the scoring dimensionality comprises one or more of the click rate, the download rate, the reading information, the belonged classification, the error amount of the belonged classification and the good scoring quantity of the application content;
and displaying the application contents according to the sequence of the quality scores of the contents from high to low during display.
9. The method of claim 8, further comprising
Acquiring a setting operation of a user, and multiplying a weight value of the scoring dimensionality set by the user by the scoring factor corresponding to the set scoring dimensionality to obtain a new scoring factor;
and calculating to obtain the content quality score according to the scoring dimensionality and the new scoring factor and the preset algorithm.
10. An application content monitoring apparatus, comprising:
the acquisition module is used for acquiring application contents in the content library;
the scanning module is used for scanning invalid contents existing in the application contents in an off-line manner; the invalid content comprises a resource of inaccessible content;
a reporting module, configured to report the invalid content to a server, so that the server logs off the line of the invalid content
The detection module is used for periodically detecting whether the resource of the inaccessible content is restored to be the accessible content resource;
the reporting module is further configured to report the content resource that has been restored to be accessible to a server if the resource of the inaccessible content has been restored to be an accessible content resource, so that the server is on-line again and is restored to be an accessible content resource;
the detection module is further used for detecting the alternative resource of the content with the similarity reaching the preset proportion with the inaccessible content;
the reporting module is further configured to report the alternative resource to a server, so that the server replaces the alternative resource with the resource of the inaccessible content;
wherein the content resource and the alternative resource which have been restored to be accessible are used for presentation in a presentation page of the application content.
11. The apparatus of claim 10, wherein the application content comprises: and the application content comprises one or more of application content, webpage content, picture content, multimedia content and text content.
12. The device according to claim 10 or 11, wherein the obtaining module is further configured to obtain a set scoring dimension from quality identification information of the application content, and a scoring factor corresponding to the scoring dimension, where the scoring dimension includes one or more of a click rate, a download rate, reading information, a belonging category, an error amount of the belonging category, and a good score amount of the application content;
the acquisition module is further used for acquiring the selection operation of the user and according to the scoring dimensionality selected by the user;
the device further comprises:
the calculating module is used for calculating to obtain a content quality score according to the scoring dimensionality and the scoring factor and a preset algorithm;
the calculation module is further configured to obtain a setting operation of a user, and multiply a weight value of the scoring dimension set by the user by the scoring factor corresponding to the set scoring dimension to obtain a new scoring factor;
the calculating module is further configured to calculate to obtain the content quality score according to the scoring dimension and the new scoring factor and the preset algorithm;
the display module is used for displaying the application contents according to the sequence of the quality scores of the contents from high to low during display;
and the setting module is used for setting the scoring dimensionality according to the scoring standard of the application content.
13. The apparatus according to claim 12, wherein the setting module is further configured to set the scoring dimension as a combination of the click rate, the download rate, the number of reading screens in the reading information, and the number of good scores if the scoring criterion for the application content is to emphasize attraction of users;
the setting module is further configured to set the scoring dimensionality as a combination of the download rate and the reading times, the reading time and the reading screen number in the reading information if the scoring standard of the application content is the content quality with emphasis;
the setting module is further configured to set a scoring dimension as a combination of the download rate, the belonged category, and an error amount of the belonged category if a scoring criterion for the application content emphasizes a quality of a category of content.
14. A terminal, comprising: memory, processor and computer program stored on the memory and executable on the processor, characterized in that the processor implements the application content monitoring method according to any one of claims 1 to 9 when executing the computer program.
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