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Topic detection and classification in social networks : the twitter case

Material type: BookPublisher: Cham : Springer, c2018.Description: xvi, 105 p. : ill. ; 25 cm.ISBN: 9783319664132Subject(s): Engineering | Computer organizationDDC classification: 006.312 MI TO Online resources: Location Map
Summary:
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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Item type Home library Call number Status Notes Date due Barcode Item holds
REGULAR University of Wollongong in Dubai
Main Collection 		006.312 MI TO (Browse shelf) Available may2018 T0058433
Total holds: 0

Introduction --
Background and Related Work --
Joint Sequence Complexity --
Text Classification via Compressive Sensing --
Extension of Joint Complexity and Compressive Sensing --
Conclusion.

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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