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A Credibility Assessment for Message Streams on Microblogs

Authors: Yu Suzuki;

A Credibility Assessment for Message Streams on Microblogs

Abstract

Recently, many messages are submitted and read using microblog Web services, such as twitter, face book, and others. These messages are written by unspecified users, these messages consists of unreliable contents. Therefore, to specify which contents are reliable or not, we should analyze messages. However, these messages are too short, we are hard extract meaningful, useful features from these messages. In this paper, we propose a method to assess credibility values of messages using remaining ratio of ReTweets. We assume that if a high credibility messages are retweeted, the original messages are remain. However, if a low credibility messages are retweeted, several terms are added about opinion of users. Therefore, if there are many retweets of a message, and these retweets are remain, the message should be credible. Using this assumption, we propose a method to calculate credibility degrees of messages using added and deleted messages of retweets.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
11
Top 10%
Top 10%
Top 10%
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