TY - GEN
T1 - Finding social network for trust calculation
AU - Matsuo, Yutaka
AU - Tomobe, Hironori
AU - Hasida, Kôiti
AU - Ishizuka, Mitsuru
PY - 2004
Y1 - 2004
N2 - Trust is a necessary concept to realize the SemanticWeb. But how can we build a "Web of Trust"? We first argue that a small "Web of Trust" for each community is very essential to realize a huge "Web of Trust." Then, we focus on an academic community as a microcosm of a "Web of Trust" and show a web mining approach to generate a social network automatically. Each edge is added using the number of retrieved pages by a search engine which includes both persons' names. Moreover, each edge is given a label, such as "coauthors" or "members of the same project," by applying classification rules to the page content. The relation of persons such as "coauthor" or "same laboratory" can be described by an RDF format. Finally, using the social network, we calculate authoritativeness of a node as a social trust and an individual trust. National Institute of Advance Industrial Science and Technology (AIST), Japan email: y.matsuo@carc.aist.go.jp.
AB - Trust is a necessary concept to realize the SemanticWeb. But how can we build a "Web of Trust"? We first argue that a small "Web of Trust" for each community is very essential to realize a huge "Web of Trust." Then, we focus on an academic community as a microcosm of a "Web of Trust" and show a web mining approach to generate a social network automatically. Each edge is added using the number of retrieved pages by a search engine which includes both persons' names. Moreover, each edge is given a label, such as "coauthors" or "members of the same project," by applying classification rules to the page content. The relation of persons such as "coauthor" or "same laboratory" can be described by an RDF format. Finally, using the social network, we calculate authoritativeness of a node as a social trust and an individual trust. National Institute of Advance Industrial Science and Technology (AIST), Japan email: y.matsuo@carc.aist.go.jp.
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M3 - Conference contribution
AN - SCOPUS:85017352605
VL - 110
T3 - Frontiers in Artificial Intelligence and Applications
SP - 510
EP - 514
BT - ECAI 2004 - 16th European Conference on Artificial Intelligence, including Prestigious Applications of Intelligent Systems, PAIS 2004 - Proceedings
PB - IOS Press
T2 - 16th European Conference on Artificial Intelligence, ECAI 2004
Y2 - 22 August 2004 through 27 August 2004
ER -