Pham, M.; Klamma, R. & Jarke, M.: Development of computer science disciplines: a social network analysis approach. In: Social Network Analysis and Mining 1 (2011), Nr. 4, S. 321-340
[Volltext]
In contrast to many other scientific disciplines, computer science considers conference publications. Conferences have the advantage of providing fast publication of papers and of bringing researchers together to present and discuss the paper with peers. Previous work on knowledge mapping focused on the map of all sciences or a particular domain based on ISI published Journal Citation Report (JCR). Although this data cover most of the important journals, it lacks computer science conference and workshop proceedings, which results in an imprecise and incomplete analysis of the computer science knowledge. This paper presents an analysis on the computer science knowledge network constructed from all types of publications, aiming at providing a complete view of computer science research. Based on the combination of two important digital libraries (DBLP and CiteSeerX), we study the knowledge network created at journal/conference level using citation linkage, to identify the development of sub-disciplines. We investigate the collaborative and citation behavior of journals/conferences by analyzing the properties of their co-authorship and citation subgraphs. The paper draws several important conclusions. First, conferences constitute social structures that shape the computer science knowledge. Second, computer science is becoming more interdisciplinary. Third, experts are the key success factor for sustainability of journals/conferences.
@article{pham2011development,
author = {Pham, Manh and Klamma, Ralf and Jarke, Matthias},
title = {Development of computer science disciplines: a social network analysis approach},
journal = {Social Network Analysis and Mining},
publisher = {Springer},
address = {Wien},
year = {2011},
volume = {1},
number = {4},
pages = {321--340},
url = {http://dx.doi.org/10.1007/s13278-011-0024-x},
doi = {10.1007/s13278-011-0024-x},
keywords = {analysis, computer, network, paper, scholary, science, scientometrics, sna, social},
abstract = {In contrast to many other scientific disciplines, computer science considers conference publications. Conferences have the advantage of providing fast publication of papers and of bringing researchers together to present and discuss the paper with peers. Previous work on knowledge mapping focused on the map of all sciences or a particular domain based on ISI published Journal Citation Report (JCR). Although this data cover most of the important journals, it lacks computer science conference and workshop proceedings, which results in an imprecise and incomplete analysis of the computer science knowledge. This paper presents an analysis on the computer science knowledge network constructed from all types of publications, aiming at providing a complete view of computer science research. Based on the combination of two important digital libraries (DBLP and CiteSeerX), we study the knowledge network created at journal/conference level using citation linkage, to identify the development of sub-disciplines. We investigate the collaborative and citation behavior of journals/conferences by analyzing the properties of their co-authorship and citation subgraphs. The paper draws several important conclusions. First, conferences constitute social structures that shape the computer science knowledge. Second, computer science is becoming more interdisciplinary. Third, experts are the key success factor for sustainability of journals/conferences.}
}
Mitzlaff, F.; Benz, D.; Stumme, G. & Hotho, A.: Visit me, click me, be my friend: An analysis of evidence networks of user relationships in Bibsonomy. Proceedings of the 21st ACM conference on Hypertext and hypermedia. Toronto, Canada: 2010
@inproceedings{eisterlehner2010visit,
author = {Mitzlaff, Folke and Benz, Dominik and Stumme, Gerd and Hotho, Andreas},
title = {Visit me, click me, be my friend: An analysis of evidence networks of user relationships in Bibsonomy},
booktitle = {Proceedings of the 21st ACM conference on Hypertext and hypermedia},
address = {Toronto, Canada},
year = {2010},
keywords = {2010, analysis, evidence, links, myown, networks, sna, social}
}
Schmitz, C.; Grahl, M.; Hotho, A.; Stumme, G.; Catutto, C.; Baldassarri, A.; Loreto, V. & Servedio, V. D. P.: Network Properties of Folksonomies. Proc. WWW2007 Workshop ``Tagging and Metadata for Social Information Organization''. Banff: 2007
@inproceedings{schmitz2007network,
author = {Schmitz, Christoph and Grahl, Miranda and Hotho, Andreas and Stumme, Gerd and Catutto, Ciro and Baldassarri, Andrea and Loreto, Vittorio and Servedio, Vito D. P.},
title = {Network Properties of Folksonomies},
booktitle = {Proc. WWW2007 Workshop ``Tagging and Metadata for Social Information Organization''},
address = {Banff},
year = {2007},
keywords = {2007, folksonomy, myown, network, sna, workshop}
}
Capocci, A.; Servedio, V. D. P.; Colaiori, F.; Buriol, L. S.; Donato, D.; Leonardi, S. & Caldarelli, G.: Preferential attachment in the growth of social networks: the case of Wikipedia. In: CoRR abs/physics/0602026 (2006),
[Volltext]
@article{journals/corr/abs-physics-0602026,
author = {Capocci, Andrea and Servedio, Vito Domenico Pietro and Colaiori, Francesca and Buriol, Luciana S. and Donato, Debora and Leonardi, Stefano and Caldarelli, Guido},
title = {Preferential attachment in the growth of social networks: the case of Wikipedia},
journal = {CoRR},
year = {2006},
volume = {abs/physics/0602026},
note = {informal publication},
url = {http://dblp.uni-trier.de/db/journals/corr/corr0602.html#abs-physics-0602026},
keywords = {kdubiq, network, sna, social, summerschool, wikipedia}
}
Hoser, B.; Hotho, A.; Jäschke, R.; Schmitz, C. & Stumme, G.: Semantic Network Analysis of Ontologies. Proceedings of the 3rd European Semantic Web Conference. Budva, Montenegro: Springer, 2006 (LNCS 4011), S. 514-529
[Volltext]
@inproceedings{hoser2006semantic,
author = {Hoser, Bettina and Hotho, Andreas and Jäschke, Robert and Schmitz, Christoph and Stumme, Gerd},
title = {Semantic Network Analysis of Ontologies},
booktitle = {Proceedings of the 3rd European Semantic Web Conference},
series = {LNCS},
publisher = {Springer},
address = {Budva, Montenegro},
year = {2006},
volume = {4011},
pages = {514-529},
url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2006/hoser_sna_eswc2005.pdf},
isbn = {3-540-34544-2},
keywords = {2006, analysis, myown, network, ontology, semantic, sna, social, web}
}
Hoser, B.: Analysis of Asymmetric Communication Patterns in Computer Mediated Communication Environments. Universitätsverlag Karlsruhe, 2005
@book{hoser2005analysis,
author = {Hoser, Bettina},
title = {Analysis of Asymmetric Communication Patterns in Computer Mediated Communication Environments},
publisher = {Universitätsverlag Karlsruhe},
year = {2005},
isbn = {3-937300-49-X},
keywords = {diss, hoser, sna}
}
Surowiecki, J.: The wisdom of crowds. Doubleday, 2004
@book{surowiecki2004,
author = {Surowiecki, J.},
title = {The wisdom of crowds},
publisher = {Doubleday},
year = {2004},
keywords = {social, folksonomy, network, sna}
}