TY - GEN
T1 - Mining heterogeneous information networks by exploring the power of links
AU - Han, Jiawei
PY - 2009
Y1 - 2009
N2 - Knowledge is power but for interrelated data, knowledge is often hidden in massive links in heterogeneous information networks. We explore the power of links at mining heterogeneous information networks with several interesting tasks, including link-based object distinction, veracity analysis, multidimensional online analytical processing of heterogeneous information networks, and rank-based clustering. Some recent results of our research that explore the crucial information hidden in links will be introduced, including (1) Distinct for object distinction analysis, (2) TruthFinder for veracity analysis, (3) Infonet-OLAP for online analytical processing of information networks, and (4) RankClus for integrated ranking-based clustering. We also discuss some of our on-going studies in this direction.
AB - Knowledge is power but for interrelated data, knowledge is often hidden in massive links in heterogeneous information networks. We explore the power of links at mining heterogeneous information networks with several interesting tasks, including link-based object distinction, veracity analysis, multidimensional online analytical processing of heterogeneous information networks, and rank-based clustering. Some recent results of our research that explore the crucial information hidden in links will be introduced, including (1) Distinct for object distinction analysis, (2) TruthFinder for veracity analysis, (3) Infonet-OLAP for online analytical processing of information networks, and (4) RankClus for integrated ranking-based clustering. We also discuss some of our on-going studies in this direction.
UR - http://www.scopus.com/inward/record.url?scp=71049152086&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=71049152086&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-04747-3_2
DO - 10.1007/978-3-642-04747-3_2
M3 - Conference contribution
AN - SCOPUS:71049152086
SN - 3642047467
SN - 9783642047466
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 13
EP - 30
BT - Discovery Science - 12th International Conference, DS 2009, Proceedings
T2 - 12th International Conference on Discovery Science, DS 2009
Y2 - 3 October 2009 through 5 October 2009
ER -