Topic Detection and Classification in Social Networks The Twitter Case
tarafından
Milioris, Dimitrios. author.
Başlık
:
Topic Detection and Classification in Social Networks The Twitter Case
Yazar
:
Milioris, Dimitrios. author.
ISBN
:
9783319664149
Yazar
:
Milioris, Dimitrios. author.
Edisyon
:
1st ed. 2018.
Fiziksel Niteleme
:
XVI, 105 p. 38 illus., 25 illus. in color. online resource.
İçindekiler
:
Introduction -- Background and Related Work -- Joint Sequence Complexity -- Text Classification via Compressive Sensing -- Extension of Joint Complexity and Compressive Sensing -- Conclusion.
Özet
:
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.
Konu Başlığı
:
Telecommunication.
Engineering.
Computer vision.
Computer network architectures.
Natural language processing (Computer science).
Communications Engineering, Networks. http://scigraph.springernature.com/things/product-market-codes/T24035
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
Computer Imaging, Vision, Pattern Recognition and Graphics. http://scigraph.springernature.com/things/product-market-codes/I22005
Computer Systems Organization and Communication Networks. http://scigraph.springernature.com/things/product-market-codes/I13006
Natural Language Processing (NLP). http://scigraph.springernature.com/things/product-market-codes/I21040
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 221344-1001 | TK1 -9971 | Springer E-Book Collection |