DocumentCode :
1231793
Title :
Social networks applied
Author :
Staab, S. ; Domingos, P. ; Golbeck, Jennifer ; Li Ding ; Finin, Tim ; Joshi, Akanksha ; Nowak, Alexander
Author_Institution :
Univ. of Koblenz, Landau, Germany
Volume :
20
Issue :
1
fYear :
2005
Firstpage :
80
Lastpage :
93
Abstract :
Social networks have interesting properties. They influence our lives enormously without us being aware of the implications they raise. The authors investigate the following areas concerning social networks: how to exploit our unprecedented wealth of data and how we can mine social networks for purposes such as marketing campaigns; social networks as a particular form of influence, i.e.., the way that people agree on terminology and this phenomenon´s implications for the way we build ontologies and the Semantic Web; social networks as something we can discover from data; the use of social network information to offer a wealth of new applications such as better recommendations for restaurants, trustworthy email senders, or (maybe) blind dates; investigation of the richness and difficulty of harvesting FOAF (friend-of-a-friend) information; and by looking at how information processing is bound to social context, the resulting ways that network topology´s definition determines its outcomes.
Keywords :
data mining; ontologies (artificial intelligence); semantic Web; semantic networks; social sciences computing; Semantic Web; data mining; friend-of-a-friend information; information processing; marketing; ontology; social network; Computational modeling; Information processing; Marketing and sales; Ontologies; Power system modeling; Semantic Web; Service oriented architecture; Shape; Social network services; Terminology; Semantic Web; friend of a friend; network topology; ontology; social networks;
fLanguage :
English
Journal_Title :
Intelligent Systems, IEEE
Publisher :
ieee
ISSN :
1541-1672
Type :
jour
DOI :
10.1109/MIS.2005.16
Filename :
1392679
Link To Document :
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