Flink: Semantic Web technology for the extraction and analysis of social networks

We present the Flink system for the extraction, aggregation and visualization of online social networks. Flink employs semantic technology for reasoning with personal information extracted from a number of electronic information sources including web pages, emails, publication archives and FOAF profiles. The acquired knowledge is used for the purposes of social network analysis and for generating a web-based presentation of the community. We demonstrate our novel method to social science based on electronic data using the example of the Semantic Web research community.

[1]  Steffen Staab,et al.  Handbook on Ontologies in Information Systems , 2003 .

[2]  Bart Selman,et al.  The Hidden Web , 1997, AI Mag..

[3]  Steffen Staab,et al.  Bibster - A Semantics-Based Bibliographic Peer-to-Peer System , 2004, SEMWEB.

[4]  Hildrun Kretschmer,et al.  Visibility of collaboration on the Web , 2004, Scientometrics.

[5]  Danna Voth Naomi Ehrich Leonard's School of Collaboration , 2005, IEEE Intell. Syst..

[6]  A. Barabasi,et al.  Evolution of the social network of scientific collaborations , 2001, cond-mat/0104162.

[7]  Yan Zhao,et al.  Visualization of Communication Patterns in Collaborative Innovation Networks - Analysis of Some W3C Working Groups , 2003, CIKM '03.

[8]  D. A. Quan,et al.  How to make a semantic web browser , 2004, WWW '04.

[9]  Mitsuru Ishizuka,et al.  Keyword Extraction from the Web for FOAF Metadata , 2004 .

[10]  Gaston Heimeriks,et al.  Mapping communication and collaboration in heterogeneous research networks , 2004, Scientometrics.

[11]  Lada A. Adamic,et al.  How to search a social network , 2005, Soc. Networks.

[12]  Joao Antonio Pereira,et al.  Linked: The new science of networks , 2002 .

[13]  P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .

[14]  Vladimir Batagelj,et al.  Pajek - Program for Large Network Analysis , 1999 .

[15]  John Scott Social Network Analysis , 1988 .

[16]  D J PRICE,et al.  NETWORKS OF SCIENTIFIC PAPERS. , 1965, Science.

[17]  Steffen Staab,et al.  SEAL - Tying Up Information Integration and Web Site Management by Ontologies , 2002, IEEE Data Eng. Bull..

[18]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.

[19]  Mitsuru Ishizuka,et al.  Keyword Extraction from the Web for Personal Metadata Annotation , 2004, SemAnnot@ISWC.

[20]  Frank van Harmelen,et al.  Sesame: A Generic Architecture for Storing and Querying RDF and RDF Schema , 2002, SEMWEB.