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ASUNAM
2009
IEEE

Social Network Analysis as Knowledge Discovery Process: A Case Study on Digital Bibliography

10 years 8 months ago
Social Network Analysis as Knowledge Discovery Process: A Case Study on Digital Bibliography
Abstract--Today Digital Bibliographies are a powerful instrument that collects a great amount of data about scientific publications. Digital Bibliographies have been used as basis of many studies focused on the knowledge extraction in databases. Here we present a new methodology for mining knowledge in this field. Our approach aims to apply the potential of social network analysis techniques to accomplish this task, using a network representation of bibliography data. Besides we use some data mining techniques applied on social network representations in order to enrich this new point of view and to evolve our methodology towards a comprehensive local and global bibliography analysis workflow seen as a Knowledge Discovery process. Keywords-Social Network, Data Mining, Digital Bibliography
Michele Coscia, Fosca Giannotti, Ruggero G. Pensa
Added 16 Feb 2011
Updated 16 Feb 2011
Type Journal
Year 2009
Where ASUNAM
Authors Michele Coscia, Fosca Giannotti, Ruggero G. Pensa
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