Topic Detection and Classification in Social Networks

The Twitter Case

Nonfiction, Science & Nature, Technology, Telecommunications, Computers, Advanced Computing, Artificial Intelligence
Cover of the book Topic Detection and Classification in Social Networks by Dimitrios Milioris, Springer International Publishing
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Author: Dimitrios Milioris ISBN: 9783319664149
Publisher: Springer International Publishing Publication: October 5, 2017
Imprint: Springer Language: English
Author: Dimitrios Milioris
ISBN: 9783319664149
Publisher: Springer International Publishing
Publication: October 5, 2017
Imprint: Springer
Language: English

This book provides a novel method for topic detection and classification in social networks. The book addresses several research and technical challenges that are currently being investigated by the research community, from the analysis of relations and communications between members of a community, to quality, authority, relevance and timeliness of the content, traffic prediction based on media consumption, spam detection, to security, privacy and protection of personal information. Furthermore, the book discusses innovative techniques to address those challenges and provides novel solutions based on information theory, sequence analysis and combinatorics, which are applied on real data obtained from Twitter.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book provides a novel method for topic detection and classification in social networks. The book addresses several research and technical challenges that are currently being investigated by the research community, from the analysis of relations and communications between members of a community, to quality, authority, relevance and timeliness of the content, traffic prediction based on media consumption, spam detection, to security, privacy and protection of personal information. Furthermore, the book discusses innovative techniques to address those challenges and provides novel solutions based on information theory, sequence analysis and combinatorics, which are applied on real data obtained from Twitter.

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