Data Mining for Social Network Data

Häftad, Engelska, 2010

Del i serien Annals of Information Systems

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Beskrivning

Driven by counter-terrorism efforts, marketing analysis and an explosion in online social networking in recent years, data mining has moved to the forefront of information science. This proposed Special Issue on Data Mining for Social Network Data will present a broad range of recent studies in social networking analysis.

Produktinformation

Utgivningsdatum:2010-07-09
Mått:155 x 235 x 17 mm
Vikt:344 g
Format:Häftad
Språk:Engelska
Serie:Annals of Information Systems
Antal sidor:216
Upplaga:2010
Förlag:Springer-Verlag New York Inc.
ISBN:9781441962867

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Affärsförhandlingar inom Ekonomi och Ledarskap
Tillämpad datateknik inom Data och IT

Innehållsförteckning

Social Network Data Mining: Research Questions, Techniques, and Applications.- Automatic Expansion of a Social Network Using Sentiment Analysis.- Automatic Mapping of Social Networks of Actors from Text Corpora: Time Series Analysis.- A Social Network-Based Recommender System (SNRS).- Network Analysis of US Air Transportation Network.- Identifying High-Status Nodes in Knowledge Networks.- Modularity for Bipartite Networks.- ONDOCS: Ordering Nodes to Detect Overlapping Community Structure.- Framework for Fast Identification of Community Structures in Large-Scale Social Networks.- Geographically Organized Small Communities and the Hardness of Clustering Social Networks.- Integrating Genetic Algorithms and Fuzzy Logic for Web Structure Optimization.