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Calculation method and calculation system of social-network user trust

A technology of social network and computing method, which is applied in computing, data processing applications, special data processing applications, etc. It can solve the problems of unexplainable trust chain trust propagation and trust imbalance, users are unwilling to actively provide, and users have difficulty in trust attributes and other issues, to achieve the effect of huge marketing value, wide application range and high safety

Inactive Publication Date: 2018-01-19
HENAN UNIV OF SCI & TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The chain of trust method assumes that trust has a certain transmission ability, and the trust relationship between users can be established through the chain of trust. The chain of trust is an indirect method of establishing trust, which can effectively expand the number of trusted users. Doesn't deal with distrust, doesn't account for trust propagation and trust imbalances in the chain of trust, and the transfer of trust isn't always successful;
[0006] Recommendation trust uses the similarity of user trust attributes to recommend trust nodes for users or recommends trust nodes to users through authoritative nodes. It is also an indirect trust method. Recommendation trust can effectively recommend trust nodes for users, but there are also significant defects. , that is, this method requires the user’s trust attribute information, but in social networks, users are generally unwilling to actively provide their own trust attribute information, so there are certain difficulties in obtaining the user’s trust attribute information. On the other hand, when authoritative nodes are used to send users When recommending trusted nodes, how to select authoritative nodes and the certification of authoritative nodes is also a difficult problem to solve

Method used

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  • Calculation method and calculation system of social-network user trust
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  • Calculation method and calculation system of social-network user trust

Examples

Experimental program
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Effect test

Embodiment 1

[0132] 1.1 Dataset

[0133] In order to evaluate the performance of the calculation method of social network user trust of the present invention, the trust data of Epinions.com2 [17] is selected as the experimental data set. In this data set, users in Epinion can explicitly express trust or distrust to reviewers . The original dataset contains trust and distrust marks between 131,828 users and 841,372 users, and a very small number of users mark themselves as trusting. In this experiment, users whose output degree is greater than 50 are selected from the original Epinion data set, and the trust marks between these users are retained. The final data set used in this experiment contains 3623 users and 285303 trust / distrust connections, and the data sparsity 97.8%. In the experiment, 5-fold cross-validation was used to evaluate the performance of the calculation method of social network user trust of the present invention.

[0134] 1.2 Trust prediction experiment results and an...

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PUM

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Abstract

The invention discloses a calculation method and a calculation system of social-network user trust. The calculation method of the social-network user trust includes: S100, calculation of a trust factor; and S200, calculation of a trust prediction value. By utilizing the calculation method and the calculation system of the social-network user trust of the invention, a trust relationship between users can be established without the need for providing trust attribute information of the users by the users. The calculation method has a very high prediction speed and higher prediction precision; successfully explains technical problems of trust propagation and trust imbalance in trust chains; successfully solves a technical problem that transmission of the trust often fails, and can ensure thattransmission of the trust always succeeds; can effectively filter out malicious users, is higher in security, and thus can ensure that a social network is more secure; and is more wider in a scope ofapplication , and has a huge market promotion value.

Description

technical field [0001] The invention relates to the field of communication technology, in particular to a computing method and computing system for social network user trust. Background technique [0002] With the popularity of social network services, the number and types of social network users are increasing year by year, and more and more information and services are shared or provided through social networks. In the process of sharing or providing information and services, trust among social network users plays a very important role. Users are more likely to accept information from trusted users and reject information from distrustful users, and share information with trusted users. user. [0003] At present, the three most common methods for establishing trust in social networks are: transaction trust, trust chain and recommendation trust. [0004] Transaction trust establishes a trust relationship through historical transaction information between users, which is a ...

Claims

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Application Information

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IPC IPC(8): G06F17/30G06Q50/00
Inventor 魏泽国赵长伟孙素环
Owner HENAN UNIV OF SCI & TECH
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