Models of Social Groups in Blogosphere Based on Information about Comment Addressees and Sentiments

This work concerns the analysis of number, sizes and other characteristics of groups identified in the blogosphere using a set of models identifying social relations. These models differ regarding identification of social relations, influenced by methods of classifying the addressee of the comments...

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Bibliographic Details
Published in:arXiv.org 2013-01
Main Authors: Gliwa, Bogdan, Koźlak, Jarosław, Zygmunt, Anna, Cetnarowicz, Krzysztof
Format: Article
Language:English
Subjects:
Algorithms
Blogs
Sentiment analysis
Online Access:Get full text
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Summary:This work concerns the analysis of number, sizes and other characteristics of groups identified in the blogosphere using a set of models identifying social relations. These models differ regarding identification of social relations, influenced by methods of classifying the addressee of the comments (they are either the post author or the author of a comment on which this comment is directly addressing) and by a sentiment calculated for comments considering the statistics of words present and connotation. The state of a selected blog portal was analyzed in sequential, partly overlapping time intervals. Groups in each interval were identified using a version of the CPM algorithm, on the basis of them, stable groups, existing for at least a minimal assumed duration of time, were identified.
ISSN:2331-8422