Representation of Call-Duration and Social Graph as Multi-Layer Graphs: A Graph Mining Techniques - Couverture souple

Rao, Bapuji

 
9786139442669: Representation of Call-Duration and Social Graph as Multi-Layer Graphs: A Graph Mining Techniques
Couverture souple
ISBN 10 : 6139442664 ISBN 13 : 9786139442669
Editeur : LAP LAMBERT Academic Publishing, 2019

Synopsis

Sometimes social networks frequently require multiple distinct types of connectivity information which can finally be derived as layers. This type of information retrieval can be represented as multi-layer graphs, where each layer contains a set of edges over the same underlying nodes of the base layer. The author proposes two algorithms namely MulCaDu and SoGraM. The first algorithm, MulCaDu represents a call-duration telephone graph as a multi-layer graph. So a total of four layers are generated namely base layer, sublayer-1 (low-call), sublayer-2 (medium-call), and sublayer-3 (high-call) respectively. The second algorithm, SoGraM represents a social graph as a multi-layer graph. For this, the author has chosen three examples of social graph namely Author Graph, Email Graph, and Telephone Graph. So, the Algorithm, SoGraM has successfully represented the Author Graph, Email Graph, and Telephone Graph as multi-layer graphs with three layers, four layers, and five layers respectively.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2019
Langue
anglais
ISBN 10 
6139442664
ISBN 13 
9786139442669
Reliure
Broché
Nombre de pages
56
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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