Paper Info
Title
Brem: A Distributed Blogger Reputation Evaluation Model Based On Opinion Analysis
Abstract
As a booming virtual community platform, blogosphere has won more and more public attention and preference. For improving the social status analysis ability of blogosphere more effectively, a distributed blogger reputation evaluation model based on opinion analysis is presented (named BREM). The model not only evaluates the reputation level of blogger in the inner-network domain, but also cooperatively schedules the blogger reputation information among the inter-network domains. In the application process, BREM firstly tracks the variation trend of various factors (including the amount of reviews, comments and the published time), identifies the comments opinions of each topic, and evaluates the reputation level of blogger in the single blogosphere periodically. On the other hand, through cooperatively scheduling the local reputation information of bloggers among different blogosphere, the model extends the scope of reputation evaluation and manages the bloggers in the virtual social community more comprehensively. To validate the performance, the experiments on the data corpus about "Unhealthy Campus Culture" demonstrate that BREM has higher application validity and practicality of blogger reputation evaluation in distributed environment.
Year
Venue
Keywords
2010
INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS
blogger reputation evaluation, opinion analysis, distributed computing
Field
DocType
Volume
World Wide Web,Distributed Computing Environment,Social community,Scheduling (computing),Computer science,Schedule,Opinion analysis,Blogosphere,Reputation,Virtual community
Journal
34
Issue
ISSN
Citations 
4
0350-5596
0
PageRank 
References 
Authors
0.34
8
4
Name
Order
Citations
PageRank
Yu Weng161.58
Changjun Hu213027.56
Xuechun Zhang331.11
Liyong Zhao421.75