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

Résultats de recherche: Contribution dans un livre/un catalogue/un rapport/dans les actes d'une conférence › Article dans les actes d'une conférence/un colloque

Résumé

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.

langue originale	Anglais
titre	Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009
Pages	279-283
Nombre de pages	5
Les DOIs	https://doi.org/10.1109/ASONAM.2009.65
Etat de la publication	Publié - 2009
Modification externe	Oui
Evénement	2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009 - Athens, Grèce Durée: 20 juil. 2009 → 22 juil. 2009

Une conférence

Une conférence	2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009
Pays/Territoire	Grèce
La ville	Athens
période	20/07/09 → 22/07/09

Accès au document

10.1109/ASONAM.2009.65

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Link to publication in Scopus

Contient cette citation

@inproceedings{3c2399f89a6040cf9b6c65f81e0cf324,

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. Dans Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009. p. 279-283, 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009, Athens, Grèce, 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.

Résultats de recherche: Contribution dans un livre/un catalogue/un rapport/dans les actes d'une conférence › Article dans les actes d'une conférence/un colloque

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

UR - http://www.scopus.com/inward/record.url?scp=70349798850&partnerID=8YFLogxK

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

Résumé

Une conférence

Accès au document

Autres fichiers et liens

Empreinte digitale

Contient cette citation