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Time correlation interactive fusion-based online community post influence sorting method

A time-related, network-community technology, used in special data processing applications, instruments, unstructured text data retrieval, etc.

Inactive Publication Date: 2017-06-23
INST OF AUTOMATION CHINESE ACAD OF SCI
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In order to solve the above problems in the prior art, that is, to solve the problem of discovering potential influence sources in the network community, a method for ranking the influence of network community posts based on time correlation interaction fusion is provided

Method used

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  • Time correlation interactive fusion-based online community post influence sorting method
  • Time correlation interactive fusion-based online community post influence sorting method
  • Time correlation interactive fusion-based online community post influence sorting method

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Embodiment Construction

[0059] Preferred embodiments of the present invention are described below with reference to the accompanying drawings. Those skilled in the art should understand that these embodiments are only used to explain the technical principles of the present invention, and are not intended to limit the protection scope of the present invention.

[0060] The method provided by the embodiment of the present invention does not limit the specific operating hardware and programming language, and can be implemented in any language such as C language, VC++, Java, Python language, etc. For this reason, other working modes will not be described in detail. For example: the method provided by the embodiment of the present invention can be applied to the following system, which includes a processor connected through a system bus, a ROM (read only memory), a RAM (random access memory) and an interface. Wherein, an operating system and a database are stored in the ROM. Processors are used to provid...

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Abstract

The invention relates to a time correlation interactive fusion-based online community post influence sorting method. The method comprises the following steps of: determining time correlation-based influence sorting; carrying out semantic modeling on text contents of posts according to a text semantic model, so as to construct a semantic context similarity-based semantic tree; and fusing text semantic meanings of the posts with structure information of a network community according to a uniform interactive fusion algorithm, and sorting the influences of the posts. Through fusing time correlation information into a sorting scheme, a time correlation influence sorting manner is formed, a uniform fusion framework which combines the semantic meanings and the network community structure is realized on such basis, and the network structure is fused with the text contents, so that the problem of discovering the potential influence sources in the network community is solved, and displayed time information and semantic context information of network community posts can be sufficiently utilized.

Description

technical field [0001] The invention relates to the technical field of network mining and social computing, in particular to a method for sorting influence of network community posts based on time correlation interaction fusion. Background technique [0002] With the vigorous development of the Internet, more and more users like to exchange interests and express opinions online. As a result, some very influential posts emerged, attracting a large number of user participation. Different from the indiscriminate collection of huge and complex information on the entire Internet, online communities often focus on one or several related fields. These online communities have become ideal places for researchers in specific fields to quickly obtain information or make decisions. In view of the influence and activity of some online communities, as well as stable content publishing platforms in specific fields, mining online communities and finding valuable or potentially influential ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/3346G06F16/31G06F16/3344
Inventor 胡卫明游强吴偶
Owner INST OF AUTOMATION CHINESE ACAD OF SCI
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