A Biclustering-Based Approach to Filter Dishonest Advisors in Multi-Criteria E-Marketplaces

被引：0

作者：

Irissappane, Athirai A. ^{[1
]}

Jiang, Siwei ^{[1
]}

Zhang, Jie ^{[1
]}

机构：

[1] Nanyang Technol Univ, Sch Comp Engn, Singapore, Singapore

来源：

AAMAS'14: PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS | 2014年

关键词：

Reputation System; Unfair Rating Attack; Biclustering; Multiple Criteria; Electronic Marketplaces;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, we propose a biclustering-based approach to identify dishonest advisors (who provide misleading opinions about sellers), while evaluating seller trustworthiness on multiple criteria. It considers correlation between advisors' ratings to various criteria and trust transitivity to accurately filter the dishonest advisors. Evaluation results demonstrate the robustness of our approach against various types of unfair rating attacks.

引用

页码：1385 / 1386

页数：2