Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

News recommendation method and system based on comprehensive propagation influence growth index

A recommendation method and influential technology, applied in data processing applications, electronic digital data processing, special data processing applications, etc., can solve problems such as limited news content, inaccurate user news preferences, and no practical significance, and avoid copyright disputes. Effect

Active Publication Date: 2021-08-13
TIANJIN UNIV
View PDF5 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The recommendation of RSS subscription needs to preset the user's news preference, but many users choose to skip the setting on the user setting page, or set it arbitrarily, resulting in inaccurate user news preference
The recommendation based on news hotspots requires a large amount of news content, but for a specific media unit, the news content is limited. In addition, for Internet crawling, the current copyright management is becoming more and more strict. Privately publishing news content produced by other media organizations will Facing serious copyright disputes
Recommendations based on geographical location are too simple. For a local media, the audience is mainly regional users, and it is meaningless to make news recommendations based on geographical location

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • News recommendation method and system based on comprehensive propagation influence growth index
  • News recommendation method and system based on comprehensive propagation influence growth index
  • News recommendation method and system based on comprehensive propagation influence growth index

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0036] see figure 1 , the present invention provides a news recommendation method based on the comprehensive communication influence growth index, comprising the following steps:

[0037] Step S1. Collection of manuscript reading information on the self-owned platform: collect the number of readings, likes, reposts, and comments of the published news articles on the self-owned platform according to the preset time node (fixed time interval). Among them, self-owned platforms include various self-owned websites, news clients, small programs, etc.

[0038] Step S2. Collection of reading information by the signing platform: collecting new reading information of the signing platform according to a preset time point.

[0039] Step S3. Statistics on the number of reprints by central-level media: The number of reprints by central-level media is an important basis for calculating the influence index of manuscript dissemination.

[0040] Step S4, collection of social media activity: c...

Embodiment 2

[0071] see figure 2 , the present invention also provides a news recommendation system based on the comprehensive communication influence growth index, adopting embodiment 1 or any possible implementation thereof based on the news method based on the comprehensive communication influence growth index, including:

[0072] Information collection module 1, which is used to collect the dissemination information of the manuscript object on the media unit's own platform, the reading information of the signing platform, the number of central media reprints and social media activity;

[0073] The dissemination power index acquisition module 2 is used to calculate the dissemination power index of the manuscript object in the media unit's own platform, contract platform, central media and social media;

[0074] The comprehensive communication influence acquisition module 3 is used to calculate the growth rate of the comprehensive communication influence of the manuscript object according...

Embodiment 3

[0078] Embodiment 3 of the present invention provides a computer-readable storage medium, and the computer-readable storage medium stores program codes for the news recommendation method based on the comprehensive communication influence growth index, and the program codes include the 1 or any possible implementation thereof, an instruction of a news recommendation method based on a comprehensive communication influence growth index.

[0079] The computer-readable storage medium may be any available medium that can be accessed by a computer, or a data storage device such as a server, a data center, etc. integrated with one or more available media. The available medium may be a magnetic medium (for example, a floppy disk, a hard disk, or a magnetic tape), an optical medium (for example, DVD), or a semiconductor medium (for example, a solid state disk (SolidStateDisk, SSD)) and the like.

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a news recommendation method and system based on a comprehensive propagation influence growth index. The method comprises the following steps: acquiring propagation information of a manuscript object on a platform owned by a media unit, reading information of a signing platform, a central media transfer number and social media activity; calculating a propagation force index of the manuscript object; according to the collected comprehensive propagation influence of the manuscript object at the preset time node, calculating the increasing speed of the comprehensive propagation influence of the manuscript object, and taking the increasing speed of the comprehensive propagation influence as a comprehensive propagation influence increasing index; and according to the increasing speed of the comprehensive propagation influence of the manuscript object, obtaining a list and a sequence of the manuscripts to be recommended, and recommending a preset number of manuscript content which are not recommended in the list. The method and system are used for media units, especially local media units, and when a website or a client side is in cold start and no user information is obtained, news recommendation with large propagation influence can be carried out on the user without presetting reading preference by the user.

Description

technical field [0001] The invention relates to the technical fields of data mining, artificial intelligence and news recommendation, in particular to a news recommendation method and system based on a comprehensive communication influence growth index. Background technique [0002] At present, with the development of network media and mobile media, people rely more and more on the Internet to obtain news content. Today's news content is in an era of explosion. Excessive news floods the Internet, and it is difficult for readers to directly obtain the content they care about from the massive news. For a website or a news client, how to increase user activity and how to increase the click-through rate of news is a topic that needs to be focused on. [0003] At the earliest, the simple mode defined by the column allows readers to quickly locate the major categories of information they want to obtain. Later, with the development of artificial intelligence technology, the relat...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535G06F16/9536G06Q50/00
CPCG06F16/9535G06F16/9536G06Q50/01
Inventor 肖勇邱铁
Owner TIANJIN UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com