CN117938950A - Learning content pushing system based on mobile phone screen opening - Google Patents
Learning content pushing system based on mobile phone screen opening Download PDFInfo
- Publication number
- CN117938950A CN117938950A CN202410332764.4A CN202410332764A CN117938950A CN 117938950 A CN117938950 A CN 117938950A CN 202410332764 A CN202410332764 A CN 202410332764A CN 117938950 A CN117938950 A CN 117938950A
- Authority
- CN
- China
- Prior art keywords
- pushing
- push
- content
- mobile phone
- learning
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000012216 screening Methods 0.000 claims abstract description 52
- 238000000034 method Methods 0.000 claims description 47
- 238000004904 shortening Methods 0.000 claims description 28
- 230000003247 decreasing effect Effects 0.000 claims description 15
- 230000007423 decrease Effects 0.000 claims description 6
- 230000002159 abnormal effect Effects 0.000 claims description 4
- 238000004891 communication Methods 0.000 claims description 3
- 238000010276 construction Methods 0.000 description 2
- 238000009825 accumulation Methods 0.000 description 1
- 238000013473 artificial intelligence Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000000903 blocking effect Effects 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 239000002699 waste material Substances 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/958—Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
-
- 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
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/20—Education
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/52—Network services specially adapted for the location of the user terminal
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72454—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72457—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to geographic location
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
Landscapes
- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Databases & Information Systems (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Human Computer Interaction (AREA)
- Environmental & Geological Engineering (AREA)
- Tourism & Hospitality (AREA)
- Economics (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Primary Health Care (AREA)
- Strategic Management (AREA)
- General Business, Economics & Management (AREA)
- Educational Technology (AREA)
- Educational Administration (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Telephone Function (AREA)
Abstract
The invention discloses a learning content pushing system based on mobile phone screen opening, relates to the technical field of learning content pushing, and solves the technical problem that in the prior art, pushing frequency cannot be controlled according to real-time pushing efficiency of pushing content, so that pushing efficiency is reduced; specifically, the content pushing and screening unit screens the screen-starting pushing and learning content of the mobile phone, the pushing efficiency analysis unit analyzes the efficiency of the screen-starting pushing of the mobile phone of the pushing object, generates a pushing efficiency qualified signal, a pushing frequency control signal and a pushing deviation signal according to the efficiency analysis, transfers the corresponding type signal, and carries out pushing frequency control on the screen-starting pushing of the mobile phone of the pushing object after the pushing frequency control unit receives the pushing frequency control signal, and meanwhile, the pushing position intelligent analysis unit carries out intelligent analysis on the screen-starting pushing position of the mobile phone of the pushing object.
Description
Technical Field
The invention relates to the technical field of learning content pushing, in particular to a learning content pushing system based on mobile phone screen starting.
Background
The mobile phone belongs to a mobile terminal, is also an important tool in daily life of people, and can push contents in the actual use process along with the increase of the use frequency of the mobile phone.
However, in the prior art, the push content of the mobile phone is not pushed and screened according to the analysis of the actual learning content demand of the user, so that the push efficiency of the mobile phone is low, meanwhile, the push efficiency cannot be evaluated, the push content cannot be re-screened when the push efficiency is abnormal, and in addition, the push frequency cannot be controlled according to the real-time push efficiency of the push content, so that the push efficiency is reduced.
In view of the above technical drawbacks, a solution is now proposed.
Disclosure of Invention
The invention aims to solve the problems and provides a learning content pushing system based on mobile phone screen opening.
The aim of the invention can be achieved by the following technical scheme: the learning content pushing system based on the mobile phone screen opening comprises an intelligent pushing platform, wherein the intelligent pushing platform is in communication connection with a content pushing screening unit, a pushing efficiency analysis unit, a pushing efficiency management and control unit and a pushing position intelligent analysis unit;
The content pushing and screening unit screens the mobile phone screen-opening pushing and screening learning content, divides the learning content into i learning points, i is a natural number larger than 1, sets a mobile phone user as a pushing object, acquires a content pushing and screening coefficient of the learning point corresponding to the pushing object, divides the pushing content into frequent pushing content and occasional pushing content according to content pushing and screening coefficient comparison, and sets different pushing frequencies for the frequent pushing content and the occasional pushing content by the intelligent pushing platform;
the pushing efficiency analysis unit performs efficiency analysis on mobile phone screen-opening pushing of a pushing object, generates a pushing efficiency qualified signal, a pushing frequency control signal and a pushing deviation signal according to the efficiency analysis, transfers corresponding types of signals, and keeps the frequency adjustment trend of pushing content unchanged and increases the frequency adjustment span after receiving the pushing efficiency qualified signal by the intelligent pushing platform; after receiving the pushing deviation signal, the content pushing screening unit performs rescreening according to pushing contents of the screen starting history of the mobile phone to be pushed;
After receiving the push frequency control signal, the push frequency control unit carries out push frequency control on push of a push object mobile phone on-screen push, and sends push content and push frequency after corresponding control to the intelligent push platform according to push content frequency control, and the intelligent push platform stores the push content and the push frequency after corresponding control; meanwhile, the intelligent analysis unit of the pushing position carries out intelligent analysis on the pushing position of the mobile phone on-screen of the pushing object.
As a preferred embodiment of the invention, the content push screening unit operates as follows:
Acquiring the numerical value increment of the mobile phone searching and browsing times of the learning point corresponding to the time period before and after learning the learning point by the pushing object, and the frequency reduction of errors caused by the mobile phone input of the corresponding learning point; obtaining a continuous increasing speed of the error rate of the learning point after the learning of the pushed object corresponding to the learning point is completed; and obtaining the content pushing screening coefficient of the learning point corresponding to the pushing object through analysis.
As a preferred embodiment of the present invention, the content push screening coefficient of the push object corresponding to the learning point is compared with the content push screening coefficient threshold value: if the content pushing screening coefficient of the learning point corresponding to the pushing object exceeds the content pushing screening coefficient threshold, judging that the learning point corresponding to the pushing object needs to be used as pushing content, and marking the current learning point as frequent pushing content; if the content pushing screening coefficient of the learning point corresponding to the pushing object does not exceed the content pushing screening coefficient threshold, judging that the learning point corresponding to the pushing object is not needed to be used as the pushing content, and marking the current learning point as the occasional pushing content.
As a preferred embodiment of the present invention, the push efficiency analysis unit operates as follows:
The method comprises the steps of obtaining a push content learning error rate reduction span value of a push object corresponding to a push object in a push object mobile phone screen opening adjacent push period and the fastest shortening speed of the push period when the push content error rate is not increased in a push object mobile phone screen opening continuous push process, and comparing the push content learning error rate reduction span value of the push object corresponding to the push object in the push object mobile phone screen opening adjacent push period and the fastest shortening speed of the push period when the push content error rate is not increased in the push object mobile phone screen opening continuous push process with an error rate reduction span value threshold and a period fastest shortening speed threshold respectively:
If the push content learning error rate reduction span value of the push object corresponding to the push object in the adjacent push period of the push object mobile phone start screen exceeds the error rate reduction span value threshold, and the fastest shortening speed of the push period exceeds the period fastest shortening speed threshold when the push content error rate is not increased in the continuous push process of the push object mobile phone start screen, judging that the push object mobile phone start screen push efficiency analysis is qualified, generating a push efficiency qualified signal and sending the push efficiency qualified signal to the intelligent push platform.
As a preferred implementation mode of the invention, if the push content learning error rate reduction span value of a push object corresponding to a push object in a push object mobile phone screen-starting adjacent push period does not exceed an error rate reduction span value threshold, and the fastest shortening speed of the push period exceeds the period fastest shortening speed threshold when the push content error rate is not increased in the continuous push process of the push object mobile phone screen-starting, the push efficiency of the push object mobile phone screen-starting is judged to be low, a push frequency control signal is generated, and the push frequency control signal is sent to a push frequency control unit;
If the push content learning error rate reduction span value of the push object corresponding to the push object in the adjacent push period of the push object mobile phone start screen exceeds the error rate reduction span value threshold, and the fastest shortening speed of the push period does not exceed the period fastest shortening speed threshold when the push content error rate is not increased in the continuous push process of the push object mobile phone start screen, judging that the push object mobile phone start screen push is deviated, generating a push deviation signal and sending the push deviation signal to the content push screening unit.
As a preferred embodiment of the present invention, the operation process of the push frequency control unit is as follows:
Analyzing according to real-time push content, acquiring continuous decreasing duration of error rate in the total number of times of use of learning points corresponding to occasional push content in a push period and an adjustable pushing frequency span value in the process of constant accuracy of frequent push content in the push period, and comparing the continuous decreasing duration of error rate in the total number of times of use of learning points corresponding to occasional push content in the push period and the adjustable pushing frequency span value in the process of constant accuracy of frequent push content in the push period with a continuous decreasing duration threshold and an adjustable span value threshold respectively:
If the duration of continuous decline of the error rate in the total number of times of usage of the occasionally pushed content corresponding to the learning point in the push period exceeds a threshold of the duration of continuous decline, and the push frequency adjustable span value exceeds an adjustable span value threshold in the process of constant accuracy of the frequently pushed content corresponding to the frequently pushed content in the push period, judging that the current pushed content is managed and controlled, namely the push frequency of the frequently pushed content and the occasionally pushed content is declined;
If the continuous decreasing duration of the error rate in the total number of times of using the learning point corresponding to occasional push content in the push period does not exceed the continuous decreasing duration threshold, or the adjustable push frequency span value in the constant correct rate process of frequent push content in the push period does not exceed the adjustable span value threshold, judging that the current push content is managed and controlled, and increasing the push frequency of the corresponding push content.
As a preferred embodiment of the present invention, the pushing location intelligent analysis unit operates as follows:
The method comprises the steps of obtaining a display position distance difference value between a pushing position in a pushing object mobile phone screen opening and a position to be clicked after the mobile phone screen opening, marking a screen position which is continuously clicked after the mobile phone screen opening is clicked according to the position to be clicked as a standby position, uniformly marking the standby position and the standby position corresponding to a clicking operation display position as occupied positions, obtaining a quantity ratio of conflict time and non-conflict time of the pushing position and the occupied position when the pushing position in the pushing object mobile phone screen opening continuously pushes, and comparing the quantity ratio with a quantity ratio threshold value and a display position distance difference value threshold range respectively.
As a preferred embodiment of the invention, if the number ratio of the occurrence conflict time to the non-conflict time of the pushing position to the occupied position exceeds a number ratio threshold when the pushing position in the opening screen of the pushing object mobile phone is continuously pushed, or if the display position distance difference value of the pushing position in the opening screen of the pushing object mobile phone and the position to be clicked after the opening screen of the mobile phone is not in the display position distance difference value threshold range, judging that the pushing position is abnormal, generating a pushing position intelligent control signal and sending the pushing position intelligent control signal to an intelligent pushing platform;
If the number ratio of the conflict time to the non-conflict time of the pushing position and the occupied position in the pushing object mobile phone screen opening process continuously pushes does not exceed the number ratio threshold, and the display position distance difference value of the pushing position in the pushing object mobile phone screen opening process and the position to be clicked after the mobile phone screen opening process is within the display position distance difference value threshold range, judging that the pushing position analysis is normal, generating a pushing position normal signal and sending the pushing position normal signal to the intelligent pushing platform.
As a preferred embodiment of the invention, after receiving the intelligent control signal of the pushing position, the intelligent pushing platform intelligently controls the pushing position, and the distance between the real-time pushing position and the standby position is constant, so that the distance between the display position is shortened on the premise of not influencing the execution of the clicking operation of the mobile phone screen, and the pushing position is temporarily occupied and replaced when the pushing position conflicts, and the temporarily occupied and replaced position is the occupied position in the mobile phone screen and is not occupied at the current moment.
Compared with the prior art, the invention has the beneficial effects that:
1. According to the invention, the mobile phone screen-opening push learning content is screened, push screening is carried out according to the actual demand analysis of the learning content, the screen-opening push efficiency of the mobile phone is improved, and the problems of low push efficiency and waste of display position resources of the screen-opening of the mobile phone caused by inaccurate push content are avoided; the efficiency analysis is carried out on the mobile phone screen-opening pushing of the pushing object, whether the learning point pushing efficiency received by the current pushing object meets the requirement is judged, so that the occupation of the mobile phone screen-opening pushing resource is guaranteed, the learning efficiency of the pushing object can be improved, the situation that the pushing object forgets to learn the point and causes slow learning progress is avoided, meanwhile, the pushing cost is guaranteed not to be wasted, and the pushing rationality is improved.
2. According to the method and the device, the push frequency of the push object mobile phone on-screen push is controlled, and the push frequency is controlled according to different push contents, so that the push efficiency is improved, meanwhile, the occupation of push resources can be maximized, and the content push is ensured to further promote the learning progress; the mobile phone screen-opening pushing position of the pushing object is intelligently analyzed, whether the pushing efficiency of the current pushing content is qualified is judged according to the real-time pushing position analysis, and meanwhile whether the pushing of the current pushing content affects the normal use of the mobile phone is judged, so that the pushing efficiency is reduced, the pushing cannot be normally carried out, so that the pushing content display position has conflict, and the receiving efficiency of the pushing content is affected.
Drawings
The present invention is further described below with reference to the accompanying drawings for the convenience of understanding by those skilled in the art.
Fig. 1 is a functional block diagram of the present invention.
Detailed Description
In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment may be included in at least one embodiment of the invention. The appearances of such phrases in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. Those of skill in the art will explicitly and implicitly appreciate that the embodiments described herein may be combined with other embodiments.
Referring to fig. 1, a learning content pushing system based on mobile phone screen opening includes an intelligent pushing platform, wherein the intelligent pushing platform is in communication connection with a content pushing and screening unit, a pushing efficiency analysis unit, a pushing efficiency management and control unit and a pushing position intelligent analysis unit;
In the system, in the process of pushing the screen-starting learning content of the mobile phone, the learning content is subjected to multidimensional division in a screen-starting interface of the mobile phone, a plurality of learning points are subjected to data structured accumulation by AIGC, more auxiliary resources are provided for learning, various user data are combed by utilizing AIGC map construction capability, self-adaptive learning points are customized for the body measurement of the subject education, and AIGC and the map construction function of the self-adaptive learning points are realized by adopting the prior art;
The multidimensional division of the learning content can be specific to the types of the learning content, such as English, national science and the like, and also can be specific to the specific classification of the learning content, such as four-six level examination and practical English in the English types; the system can also be a basic education type, a job office type, AI digital education, family child care, design photography and the like;
In the prior art, basic education types comprise a K12 comprehensive learning system, the K12 comprehensive learning system is particularly a preschool education stage to a high-school education stage learning system, and AI digital education is formed by combining artificial intelligence with shared education, namely by relying on high-tech products, and the problems of traditional education information blocking, uneven resources, single acquisition path and the like are solved by utilizing the characteristics of high efficiency, rapidness and wide spread of the Internet, so that multi-screen, full-network and cross-platform user scene combination is realized.
The intelligent pushing platform generates a content pushing screening signal and sends the content pushing screening signal to the content pushing screening unit, and after the content pushing screening unit receives the content pushing screening signal, the mobile phone screen-opening pushing learning content is screened, and pushing screening is performed according to the actual demand analysis of the learning content, so that the screen-opening pushing efficiency of the mobile phone is improved, the inaccuracy of the pushing content is avoided, the low efficiency of pushing is caused, and the display position resource of the screen-opening of the mobile phone is wasted;
Dividing learning content into i learning points, wherein i is a natural number greater than 1, and the learning points are expressed as three-character warps or English words in the prior art; setting a mobile phone user as a pushing object, acquiring the numerical value increment of the mobile phone searching and browsing times of the learning point corresponding to the time period before and after learning point learning by the pushing object and the frequency reduction of errors occurring in the mobile phone input of the corresponding learning point, and respectively marking the numerical value increment of the mobile phone searching and browsing times of the learning point corresponding to the time period before and after learning point learning by the pushing object and the frequency reduction of errors occurring in the mobile phone input of the corresponding learning point as SZZi and PLJi; obtaining a continuous increase speed of the error rate of the learning point after the learning is completed corresponding to the learning point of the push object, and marking the continuous increase speed of the error rate of the learning point after the learning is completed corresponding to the learning point of the push object as CXSi;
By the formula Obtaining a content pushing screening coefficient Gi of a learning point corresponding to a pushing object, wherein fd1, fd2 and fd3 are preset proportional coefficients of a numerical value increment, a frequency decrement and a continuous increment speed respectively, alpha is an error correction factor, and the value is 1.254;
Comparing the content push screening coefficient Gi of the push object corresponding to the learning point with a content push screening coefficient threshold value:
If the content pushing screening coefficient Gi of the learning point corresponding to the pushing object exceeds the content pushing screening coefficient threshold, judging that the learning point corresponding to the pushing object needs to be used as pushing content, marking the current learning point as frequent pushing content, generating a pushing efficiency analysis signal and sending the pushing efficiency analysis signal to a pushing efficiency analysis unit;
If the content pushing screening coefficient Gi of the learning point corresponding to the pushing object does not exceed the content pushing screening coefficient threshold, judging that the learning point corresponding to the pushing object is not needed to be used as pushing content, and marking the current learning point as occasional pushing content; the intelligent pushing platform sets different pushing frequencies for frequent pushing contents and occasional pushing contents, reduces the influence of the occasional pushing contents on the frequent pushing contents, maximizes pushing resources, improves pushing efficiency and does not influence the learning progress of pushing objects;
After receiving the pushing efficiency analysis signal, the pushing efficiency analysis unit carries out efficiency analysis on the mobile phone screen-opening pushing of the pushing object, and judges whether the pushing efficiency of the learning point received by the current pushing object meets the requirement, so that the occupation of the mobile phone screen-opening pushing resource is ensured, the learning efficiency of the pushing object can be improved, slow learning progress caused by forgetting the learning point by the pushing object is avoided, meanwhile, the pushing cost is ensured not to be wasted, and the rationality of pushing is improved;
The method comprises the steps of obtaining a push content learning error rate reduction span value of a push object corresponding to a push object in a push object mobile phone screen opening adjacent push period and the fastest shortening speed of the push period when the push content error rate is not increased in a push object mobile phone screen opening continuous push process, and comparing the push content learning error rate reduction span value of the push object corresponding to the push object in the push object mobile phone screen opening adjacent push period and the fastest shortening speed of the push period when the push content error rate is not increased in the push object mobile phone screen opening continuous push process with an error rate reduction span value threshold and a period fastest shortening speed threshold respectively:
If the push content learning error rate reduction span value of the push object corresponding to the push content adjacent push period of the push object mobile phone start screen exceeds the error rate reduction span value threshold, and the fastest shortening speed of the push period exceeds the period fastest shortening speed threshold when the push content error rate is not increased in the continuous push process of the push object mobile phone start screen, judging that the push object mobile phone start screen push efficiency analysis is qualified, generating a push efficiency qualified signal and sending the push efficiency qualified signal to an intelligent push platform, and after the intelligent push platform receives the push efficiency qualified signal, keeping the frequency adjustment trend of the push content unchanged and increasing the frequency adjustment span;
If the push content learning error rate reduction span value of the push object corresponding to the push content adjacent push period of the push object mobile phone start screen does not exceed the error rate reduction span value threshold, and the fastest shortening speed of the push period exceeds the period fastest shortening speed threshold when the push content error rate is not increased in the continuous push process of the push object mobile phone start screen, judging that the push object mobile phone start screen push efficiency is low, generating a push frequency control signal and transmitting the push frequency control signal to a push frequency control unit;
If the push content learning error rate reduction span value of the push object corresponding to the push object in the adjacent push period of the push object mobile phone start screen exceeds the error rate reduction span value threshold, and the fastest shortening speed of the push period does not exceed the period fastest shortening speed threshold when the push content error rate is not increased in the continuous push process of the push object mobile phone start screen, judging that the push object mobile phone start screen push has deviation, generating a push deviation signal and sending the push deviation signal to a content push screening unit, and after receiving the push deviation signal, carrying out rescreening according to push content of the push object mobile phone start screen history;
after receiving the pushing frequency control signal, the pushing frequency control unit controls the pushing frequency of the pushing object mobile phone on-screen pushing, and controls the pushing frequency according to different pushing contents, so that the pushing efficiency is improved, the occupation of pushing resources can be maximized, and the content pushing is ensured to further promote the learning progress;
Analyzing according to real-time push content, acquiring continuous decreasing duration of error rate in the total number of times of use of learning points corresponding to occasional push content in a push period and an adjustable pushing frequency span value in the process of constant accuracy of frequent push content in the push period, and comparing the continuous decreasing duration of error rate in the total number of times of use of learning points corresponding to occasional push content in the push period and the adjustable pushing frequency span value in the process of constant accuracy of frequent push content in the push period with a continuous decreasing duration threshold and an adjustable span value threshold respectively:
If the duration of continuous decline of the error rate in the total number of times of usage of the occasionally pushed content corresponding to the learning point in the push period exceeds a threshold of the duration of continuous decline, and the push frequency adjustable span value exceeds an adjustable span value threshold in the process of constant accuracy of the frequently pushed content corresponding to the frequently pushed content in the push period, judging that the current pushed content is managed and controlled, namely the push frequency of the frequently pushed content and the occasionally pushed content is declined;
If the continuous descending duration of the error rate in the total times of the occasional push content corresponding to the use of the learning point in the push period does not exceed the continuous descending duration threshold, or the adjustable push frequency span value in the constant process of the accuracy rate of the frequent push content corresponding to the push period does not exceed the adjustable span value threshold, judging that the current push content is managed and controlled, and increasing the push frequency of the corresponding push content;
according to push content frequency control, push content and corresponding push frequency are sent to an intelligent push platform, and the intelligent push platform stores the push content and the corresponding push frequency;
Meanwhile, a pushing position intelligent analysis signal is generated and sent to a pushing position intelligent analysis unit, after the pushing position intelligent analysis unit receives the pushing position intelligent analysis signal, intelligent analysis is carried out on the mobile phone screen-on pushing position of a pushing object, whether the pushing efficiency of the current pushing content is qualified is judged according to real-time pushing position analysis, and meanwhile, whether the current pushing content is pushed to influence the normal use of the mobile phone is judged, so that the pushing efficiency is reduced, the pushing cannot be carried out normally, so that the pushing content display position has conflict, and the receiving efficiency of the pushing content is influenced;
The method comprises the steps of obtaining a display position distance difference value between a pushing position in a pushing object mobile phone screen opening and a position to be clicked after the mobile phone screen opening, marking a screen position which is continuously clicked after clicking according to the position to be clicked after the mobile phone screen opening as a position to be clicked, uniformly marking the position to be clicked and the position to be clicked as an occupied position, obtaining a quantity ratio of conflict time to non-conflict time of the pushing position and the occupied position when the pushing position in the pushing object mobile phone screen opening continuously pushes, and comparing the quantity ratio of conflict time to non-conflict time of the pushing position and the occupied position when the pushing position in the pushing object mobile phone screen opening continuously pushes, and the display position distance difference value between the pushing position in the pushing object mobile phone screen opening and the position to be clicked after the mobile phone screen opening with a quantity ratio threshold value and a display position distance difference value range respectively:
If the number ratio of the conflict time to the non-conflict time of the pushing position and the occupied position in the pushing object mobile phone screen opening continuously pushes exceeds a number ratio threshold, or the display position distance difference value of the pushing position to be clicked position after the pushing object mobile phone screen opening is not in the display position distance difference value threshold range, judging that the pushing position is abnormal, generating a pushing position intelligent control signal and sending the pushing position intelligent control signal to an intelligent pushing platform, after the intelligent pushing platform receives the pushing position intelligent control signal, intelligently controlling the pushing position, enabling the display position distance between the real-time pushing position and the position to be detected to be constant, shortening the display position distance on the premise that the execution of the clicking operation of the mobile phone screen is not influenced, temporarily occupying and replacing the pushing position when the pushing position conflicts, and enabling the temporarily occupied and replaced position to be the occupied position in the mobile phone screen and unoccupied at the current moment;
If the number ratio of the conflict time to the non-conflict time of the pushing position and the occupied position in the pushing object mobile phone screen opening process continuously pushes does not exceed the number ratio threshold, and the display position distance difference value of the pushing position in the pushing object mobile phone screen opening process and the position to be clicked after the mobile phone screen opening process is within the display position distance difference value threshold range, judging that the pushing position analysis is normal, generating a pushing position normal signal and sending the pushing position normal signal to the intelligent pushing platform.
When the mobile phone pushing and screening system is used, a content pushing and screening unit screens mobile phone screen-opening pushing and screening learning content, obtains content pushing and screening coefficients of a pushing object corresponding to a learning point, and divides the pushing content into frequent pushing content and occasional pushing content according to content pushing and screening coefficient comparison; the pushing efficiency analysis unit is used for carrying out efficiency analysis on the mobile phone screen-on pushing of the pushing object, generating a pushing efficiency qualified signal, a pushing frequency control signal and a pushing deviation signal according to the efficiency analysis, and forwarding the corresponding type signal; after receiving the push frequency control signal, the push frequency control unit carries out push frequency control on push of a push object mobile phone on-screen push, and sends push content and push frequency after corresponding control to the intelligent push platform according to push content frequency control, and the intelligent push platform stores the push content and the push frequency after corresponding control; meanwhile, the intelligent analysis unit of the pushing position carries out intelligent analysis on the pushing position of the mobile phone on-screen of the pushing object.
The formulas are all formulas obtained by collecting a large amount of data for software simulation and selecting a formula close to a true value, and coefficients in the formulas are set by a person skilled in the art according to actual conditions; the preferred embodiments of the invention disclosed above are intended only to assist in the explanation of the invention. The preferred embodiments are not intended to be exhaustive or to limit the invention to the precise form disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the invention and the practical application, to thereby enable others skilled in the art to best understand and utilize the invention. The invention is limited only by the claims and the full scope and equivalents thereof.
Claims (9)
1. The learning content pushing system based on the mobile phone screen opening is characterized by comprising an intelligent pushing platform, wherein the intelligent pushing platform is in communication connection with a content pushing screening unit, a pushing efficiency analysis unit, a pushing efficiency management and control unit and a pushing position intelligent analysis unit;
The content pushing and screening unit screens the mobile phone screen-opening pushing and screening learning content, divides the learning content into i learning points, i is a natural number larger than 1, sets a mobile phone user as a pushing object, acquires a content pushing and screening coefficient of the learning point corresponding to the pushing object, divides the pushing content into frequent pushing content and occasional pushing content according to content pushing and screening coefficient comparison, and sets different pushing frequencies for the frequent pushing content and the occasional pushing content by the intelligent pushing platform;
the pushing efficiency analysis unit performs efficiency analysis on mobile phone screen-opening pushing of a pushing object, generates a pushing efficiency qualified signal, a pushing frequency control signal and a pushing deviation signal according to the efficiency analysis, transfers corresponding types of signals, and keeps the frequency adjustment trend of pushing content unchanged and increases the frequency adjustment span after receiving the pushing efficiency qualified signal by the intelligent pushing platform; after receiving the pushing deviation signal, the content pushing screening unit performs rescreening according to pushing contents of the screen starting history of the mobile phone to be pushed;
After receiving the push frequency control signal, the push frequency control unit carries out push frequency control on push of a push object mobile phone on-screen push, and sends push content and push frequency after corresponding control to the intelligent push platform according to push content frequency control, and the intelligent push platform stores the push content and the push frequency after corresponding control; meanwhile, the intelligent analysis unit of the pushing position carries out intelligent analysis on the pushing position of the mobile phone on-screen of the pushing object.
2. The learning content pushing system based on mobile phone screen opening as claimed in claim 1, wherein the content pushing and screening unit operates as follows:
Acquiring the numerical value increment of the mobile phone searching and browsing times of the learning point corresponding to the time period before and after learning the learning point by the pushing object, and the frequency reduction of errors caused by the mobile phone input of the corresponding learning point; obtaining a continuous increasing speed of the error rate of the learning point after the learning of the pushed object corresponding to the learning point is completed; and obtaining the content pushing screening coefficient of the learning point corresponding to the pushing object through analysis.
3. The mobile phone screen-start-based learning content pushing system according to claim 2, wherein content pushing screening coefficients of a pushing object corresponding to a learning point are compared with a content pushing screening coefficient threshold: if the content pushing screening coefficient of the learning point corresponding to the pushing object exceeds the content pushing screening coefficient threshold, judging that the learning point corresponding to the pushing object needs to be used as pushing content, and marking the current learning point as frequent pushing content; if the content pushing screening coefficient of the learning point corresponding to the pushing object does not exceed the content pushing screening coefficient threshold, judging that the learning point corresponding to the pushing object is not needed to be used as the pushing content, and marking the current learning point as the occasional pushing content.
4. The learning content pushing system based on mobile phone screen opening according to claim 1, wherein the pushing efficiency analysis unit operates as follows:
The method comprises the steps of obtaining a push content learning error rate reduction span value of a push object corresponding to a push object in a push object mobile phone screen opening adjacent push period and the fastest shortening speed of the push period when the push content error rate is not increased in a push object mobile phone screen opening continuous push process, and comparing the push content learning error rate reduction span value of the push object corresponding to the push object in the push object mobile phone screen opening adjacent push period and the fastest shortening speed of the push period when the push content error rate is not increased in the push object mobile phone screen opening continuous push process with an error rate reduction span value threshold and a period fastest shortening speed threshold respectively:
If the push content learning error rate reduction span value of the push object corresponding to the push object in the adjacent push period of the push object mobile phone start screen exceeds the error rate reduction span value threshold, and the fastest shortening speed of the push period exceeds the period fastest shortening speed threshold when the push content error rate is not increased in the continuous push process of the push object mobile phone start screen, judging that the push object mobile phone start screen push efficiency analysis is qualified, generating a push efficiency qualified signal and sending the push efficiency qualified signal to the intelligent push platform.
5. The learning content pushing system based on mobile phone screen opening according to claim 4, wherein if a pushing content learning error rate decreasing span value of a pushing object corresponding to a pushing content adjacent pushing period of a pushing object mobile phone screen opening does not exceed an error rate decreasing span value threshold, and a fastest shortening speed of the pushing period exceeds a period fastest shortening speed threshold when the pushing content error rate is not increased in a continuous pushing process of the pushing object mobile phone screen opening, determining that the pushing efficiency of the pushing object mobile phone screen opening is low, generating a pushing frequency control signal and sending the pushing frequency control signal to a pushing frequency control unit;
If the push content learning error rate reduction span value of the push object corresponding to the push object in the adjacent push period of the push object mobile phone start screen exceeds the error rate reduction span value threshold, and the fastest shortening speed of the push period does not exceed the period fastest shortening speed threshold when the push content error rate is not increased in the continuous push process of the push object mobile phone start screen, judging that the push object mobile phone start screen push is deviated, generating a push deviation signal and sending the push deviation signal to the content push screening unit.
6. The learning content pushing system based on mobile phone screen opening as claimed in claim 1, wherein the operation process of the pushing frequency control unit is as follows:
Analyzing according to real-time push content, acquiring continuous decreasing duration of error rate in the total number of times of use of learning points corresponding to occasional push content in a push period and an adjustable pushing frequency span value in the process of constant accuracy of frequent push content in the push period, and comparing the continuous decreasing duration of error rate in the total number of times of use of learning points corresponding to occasional push content in the push period and the adjustable pushing frequency span value in the process of constant accuracy of frequent push content in the push period with a continuous decreasing duration threshold and an adjustable span value threshold respectively:
If the duration of continuous decline of the error rate in the total number of times of usage of the occasionally pushed content corresponding to the learning point in the push period exceeds a threshold of the duration of continuous decline, and the push frequency adjustable span value exceeds an adjustable span value threshold in the process of constant accuracy of the frequently pushed content corresponding to the frequently pushed content in the push period, judging that the current pushed content is managed and controlled, namely the push frequency of the frequently pushed content and the occasionally pushed content is declined;
If the continuous decreasing duration of the error rate in the total number of times of using the learning point corresponding to occasional push content in the push period does not exceed the continuous decreasing duration threshold, or the adjustable push frequency span value in the constant correct rate process of frequent push content in the push period does not exceed the adjustable span value threshold, judging that the current push content is managed and controlled, and increasing the push frequency of the corresponding push content.
7. The learning content pushing system based on mobile phone screen opening as claimed in claim 1, wherein the pushing position intelligent analysis unit operates as follows:
The method comprises the steps of obtaining a display position distance difference value between a pushing position in a pushing object mobile phone screen opening and a position to be clicked after the mobile phone screen opening, marking a screen position which is continuously clicked after the mobile phone screen opening is clicked according to the position to be clicked as a standby position, uniformly marking the standby position and the standby position corresponding to a clicking operation display position as occupied positions, obtaining a quantity ratio of conflict time and non-conflict time of the pushing position and the occupied position when the pushing position in the pushing object mobile phone screen opening continuously pushes, and comparing the quantity ratio with a quantity ratio threshold value and a display position distance difference value threshold range respectively.
8. The learning content pushing system based on the screen opening of the mobile phone according to claim 7, wherein if the number ratio of the occurrence conflict time to the non-conflict time of the pushing position to the occupied position exceeds a number ratio threshold when the pushing position in the screen opening of the mobile phone of the pushing object is continuously pushed, or the display position distance difference value of the pushing position in the screen opening of the mobile phone of the pushing object and the position to be clicked after the screen opening of the mobile phone is not in the display position distance difference value threshold range, it is determined that the pushing position is abnormal, and a pushing position intelligent control signal is generated and sent to the intelligent pushing platform;
If the number ratio of the conflict time to the non-conflict time of the pushing position and the occupied position in the pushing object mobile phone screen opening process continuously pushes does not exceed the number ratio threshold, and the display position distance difference value of the pushing position in the pushing object mobile phone screen opening process and the position to be clicked after the mobile phone screen opening process is within the display position distance difference value threshold range, judging that the pushing position analysis is normal, generating a pushing position normal signal and sending the pushing position normal signal to the intelligent pushing platform.
9. The learning content pushing system based on the screen opening of the mobile phone according to claim 8, wherein after receiving the pushing position intelligent control signal, the intelligent pushing platform performs intelligent control on the pushing position, performs display position distance between the real-time pushing position and the waiting position to be constant, shortens the display position distance on the premise of not influencing click operation execution of the mobile phone screen, performs temporary occupied replacement of the pushing position when the pushing position conflicts, and the temporary occupied replacement position is an occupied position in the mobile phone screen and is not occupied at the current moment.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202410332764.4A CN117938950B (en) | 2024-03-22 | 2024-03-22 | Learning content pushing system based on mobile phone screen opening |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202410332764.4A CN117938950B (en) | 2024-03-22 | 2024-03-22 | Learning content pushing system based on mobile phone screen opening |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN117938950A true CN117938950A (en) | 2024-04-26 |
| CN117938950B CN117938950B (en) | 2024-06-25 |
Family
ID=90754316
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202410332764.4A Active CN117938950B (en) | 2024-03-22 | 2024-03-22 | Learning content pushing system based on mobile phone screen opening |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN117938950B (en) |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2014079327A1 (en) * | 2012-11-21 | 2014-05-30 | 腾讯科技（深圳）有限公司 | Information pushing method and system, digital tv receiving terminal and computer storage medium |
| US20170329856A1 (en) * | 2015-04-08 | 2017-11-16 | Tencent Technology (Shenzhen) Company Limited | Method and device for selecting data content to be pushed to terminal, and non-transitory computer storage medium |
| CN110581895A (en) * | 2019-09-23 | 2019-12-17 | 马鞍山问鼎网络科技有限公司 | intelligent pushing system based on data analysis |
| CN114090882A (en) * | 2021-11-12 | 2022-02-25 | 六盘水万事达科贸有限公司 | Learning material pushing method and system based on mobile terminal |
| CN116939026A (en) * | 2023-07-27 | 2023-10-24 | 安徽准目信息科技有限公司 | Big data-based network information pushing method and system |
| CN116955829A (en) * | 2023-08-16 | 2023-10-27 | 吉翔文化传媒科技(山东)有限公司 | Big data-based network marketing pushing method and system |
-
2024
- 2024-03-22 CN CN202410332764.4A patent/CN117938950B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2014079327A1 (en) * | 2012-11-21 | 2014-05-30 | 腾讯科技（深圳）有限公司 | Information pushing method and system, digital tv receiving terminal and computer storage medium |
| US20170329856A1 (en) * | 2015-04-08 | 2017-11-16 | Tencent Technology (Shenzhen) Company Limited | Method and device for selecting data content to be pushed to terminal, and non-transitory computer storage medium |
| CN110581895A (en) * | 2019-09-23 | 2019-12-17 | 马鞍山问鼎网络科技有限公司 | intelligent pushing system based on data analysis |
| CN114090882A (en) * | 2021-11-12 | 2022-02-25 | 六盘水万事达科贸有限公司 | Learning material pushing method and system based on mobile terminal |
| CN116939026A (en) * | 2023-07-27 | 2023-10-24 | 安徽准目信息科技有限公司 | Big data-based network information pushing method and system |
| CN116955829A (en) * | 2023-08-16 | 2023-10-27 | 吉翔文化传媒科技(山东)有限公司 | Big data-based network marketing pushing method and system |
Non-Patent Citations (2)
| Title |
|---|
| 曲芷萱;王朋娇;: "基于学习分析的学生个性化学习资源推送", 软件, no. 12, 15 December 2019 (2019-12-15), pages 171 - 174 * |
| 胡松 等: ""碎片转化"——基于And...台开发的碎片时间学习APP", 信息通信, no. 8, 31 August 2020 (2020-08-31), pages 135 - 136 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN117938950B (en) | 2024-06-25 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN109947496B (en) | Application program preloading method and device, storage medium and mobile terminal | |
| CN105068710A (en) | Dynamic arrangement method, system and mobile terminal of desktop application icons | |
| CN103987056A (en) | Wireless network telephone traffic prediction method based on big-data statistical model | |
| CN105357401A (en) | Power saving method and device of multi-core mobile terminal | |
| US20240137411A1 (en) | Container quantity adjustment for application | |
| CN115017400B (en) | Application APP recommendation method and electronic equipment | |
| CN109240991A (en) | File recommendation method, device, storage medium and intelligent terminal | |
| CN105185301A (en) | Display screen brightness adjustment method | |
| CN106210895A (en) | Processor frequencies control method, device and terminal | |
| CN117938950B (en) | Learning content pushing system based on mobile phone screen opening | |
| CN116321610B (en) | Intelligent light control method and control system | |
| CN110706637A (en) | Display panel brightness compensation method, compensation device and display device | |
| CN108493946A (en) | Electric energy control method, device and equipment based on user power utilization analysis | |
| CN111506181B (en) | Automatic equipment brightness adjusting method, device, equipment and storage medium | |
| CN118215185A (en) | Automatic lamp control method and system for control area of terminal building | |
| CN112997543A (en) | Application grouping adjustment method and device, storage medium and electronic equipment | |
| CN111314177B (en) | Work and rest time period identification method based on wireless signals and related device | |
| CN111225361B (en) | Wireless edge cooperative modulation method and device | |
| US12081409B2 (en) | Data analysis method, electronic device and storage medium | |
| EP0883067A1 (en) | A method and apparatus for determining how many input values of a time series of data are required for forecasting a future value of the time series | |
| CN109799872A (en) | Improve the method, apparatus and electronic equipment of low-res real-time clock waking-up precision | |
| KR102248094B1 (en) | Lighting control system | |
| CN113834974A (en) | Temperature compensation method, temperature compensation device, electronic equipment and storage medium | |
| CN107635326B (en) | Household intelligent light control method and system | |
| CN116056256B (en) | Intelligent power supply equipment data transmission system and method based on Internet of things |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |