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A novel trust recommendation model for mobile social network based on user motivation

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成果类型:
期刊论文
作者:
Yang, Gelan;Yang, Qin*;Jin, Huixia
通讯作者:
Yang, Qin
作者机构:
[Yang, Gelan] Hunan City Univ, Dept Comp, Yiyang 413000, Peoples R China.
[Yang, Qin] Sichuan Agr Univ, Sch Business, Dujiangyan 611830, Peoples R China.
[Jin, Huixia] Hunan City Univ, Dept Informat Sci & Engn, Yiyang 413000, Peoples R China.
通讯机构:
[Yang, Qin] S
Sichuan Agr Univ, Sch Business, Dujiangyan 611830, Peoples R China.
语种:
英文
关键词:
Trust relationship;Mobile social network;Filtering algorithm;Recommendation attack;Recommendation management
期刊:
Electronic Commerce Research
ISSN:
1389-5753
年:
2021
卷:
21
期:
3
页码:
809-830
基金类别:
Funding was provided by Natural Science Foundation of Hunan Province (CN) (Grant No. 2018JJ2023) and Scientific Research Fund of Hunan Provincial Education Department (Grant No. 17C0295).
机构署名:
本校为第一机构
院系归属:
信息与电子工程学院
摘要:
Traditional collaborative filtering recommendation algorithm has the problems of sparse data and limited user preference information. To deal with data sparseness problem and the unreliability phenomenon on the traditional social network recommendation. This paper presents a novel algorithm based on trust relationship reconstruction and social network delivery. This paper introduces the method of eliminating falsehood and storing truth to avoid the unreliable phenomenon and improves the accuracy of falsehood according to the user similarity for...

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