Social network analysis as knowledge discovery process: A case study on digital bibliography

Michele Coscia; Fosca Giannotti; Ruggero Pensa

doi:10.1109/ASONAM.2009.65

Social network analysis as knowledge discovery process: A case study on digital bibliography

Michele Coscia, Fosca Giannotti, Ruggero Pensa

Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

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.

Original language	English
Title of host publication	Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009
Pages	279-283
Number of pages	5
DOIs	https://doi.org/10.1109/ASONAM.2009.65
Publication status	Published - 2009
Externally published	Yes
Event	2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009 - Athens, Greece Duration: 20 Jul 2009 → 22 Jul 2009

Conference

Conference	2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009
Country/Territory	Greece
City	Athens
Period	20/07/09 → 22/07/09

Keywords

Data mining
Digital bibliography
Social network

Access to Document

10.1109/ASONAM.2009.65

Cite this

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title = "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 = "Data mining, Digital bibliography, Social network",

author = "Michele Coscia and Fosca Giannotti and Ruggero Pensa",

year = "2009",

doi = "10.1109/ASONAM.2009.65",

language = "English",

isbn = "9780769536897",

pages = "279--283",

booktitle = "Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009",

note = "2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009 ; Conference date: 20-07-2009 Through 22-07-2009",

}

Coscia, M, Giannotti, F & Pensa, R 2009, Social network analysis as knowledge discovery process: A case study on digital bibliography. in Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009. pp. 279-283, 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009, Athens, Greece, 20/07/09. https://doi.org/10.1109/ASONAM.2009.65

Social network analysis as knowledge discovery process: A case study on digital bibliography. / Coscia, Michele; Giannotti, Fosca; Pensa, Ruggero.
Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009. 2009. p. 279-283.

Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Social network analysis as knowledge discovery process

T2 - 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009

AU - Coscia, Michele

AU - Giannotti, Fosca

AU - Pensa, Ruggero

PY - 2009

Y1 - 2009

N2 - 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.

AB - 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.

KW - Data mining

KW - Digital bibliography

KW - Social network

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U2 - 10.1109/ASONAM.2009.65

DO - 10.1109/ASONAM.2009.65

M3 - Conference contribution

AN - SCOPUS:70349798850

SN - 9780769536897

SP - 279

EP - 283

BT - Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009

Y2 - 20 July 2009 through 22 July 2009

ER -

Social network analysis as knowledge discovery process: A case study on digital bibliography

Abstract

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Keywords

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