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Discovering and Analyzing Scientific Communities by Alejandro Mussi Campos Cervera (Paperback, 2010)

About this product

About this product

Product Information

This book presents a model and a tool for discovering and analyzing scientific communities. Several approaches have been proposed to discover community structure applying clustering methods over different networks. However, most existing approaches do not allow for overlapping of communities, which are instead natural when we consider communities of scientists. The approach presented in this book combines different clustering algorithms for detecting overlapping scientific communities, based on conference publication data. Moreover, community based evaluation metrics are proposed for measuring the scientific productivity and impact of researches and researchers. The Community Engine Tool (CET) implements the algorithm and was evaluated using the DBLP dataset, which contains information on more than 12 thousand conferences. The results show that using our approach it is possible to automatically produce community structure close to human-defined classification of conferences. The approach is part of a larger research effort aimed at studying how scientific communities are born, evolve, remain healthy or become unhealthy (e.g., self-referential), and eventually vanish.

Product Identifiers

Publisher
Lap Lambert Academic Publishing
ISBN-13
9783843362207
eBay Product ID (ePID)
107708210

Product Key Features

Subject Area
Social Work
Author
Alejandro Mussi Campos Cervera
Publication Name
Discovering and Analyzing Scientific Communities
Format
Paperback
Language
English
Publication Year
2010
Type
Textbook
Number of Pages
84 Pages

Dimensions

Item Height
229mm
Item Width
152mm
Item Weight
136g

Additional Product Features

Title_Author
Alejandro Mussi Campos Cervera
Country/Region of Manufacture
Germany

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