%0 Conference Paper %1 citeulike:344957 %A Bhattacharya, Indrajit %A Getoor, Lise %B KDD Workshop on Link Analysis and Group Detection %C Seattle, WA %D 2004 %K mustread relationalmodels socialnets %T Deduplication and Group Detection using Links %U http://www.cs.umd.edu/~getoor/Publications/linkKDD04.pdf

@inproceedings{citeulike:344957, added-at = {2006-06-16T10:34:37.000+0200}, address = {Seattle, WA}, author = {Bhattacharya, Indrajit and Getoor, Lise}, biburl = {https://www.bibsonomy.org/bibtex/24ae90bacefb2df99d3003257d6eca8ca/ldietz}, booktitle = {KDD Workshop on Link Analysis and Group Detection}, citeulike-article-id = {344957}, comment = {Main.ThomasHofmannCiteSeer --- Data: Citeseer Task: a) Deduplication (removal of duplicates) of citations (i.e. matching same citations, that are differently spelled b) Cluster (with overlapping clusters) authors according to their interest. Idea: cluster the links - non-overlapping Method: generative model. Given prob(group), prob(entity | group) : merge clusters with lots of common entities Motto: "Clusters are similar if linkssets are similar" Rating: 3/5 --- Only b) seems to be interesting for me. But this group formation algorithm can be applied to communities in general.}, interhash = {edccfa6945a6525993cc0bdbffbf731a}, intrahash = {4ae90bacefb2df99d3003257d6eca8ca}, keywords = {mustread relationalmodels socialnets}, month = {August}, priority = {0}, timestamp = {2006-06-16T10:34:37.000+0200}, title = {Deduplication and Group Detection using Links}, url = {http://www.cs.umd.edu/~getoor/Publications/linkKDD04.pdf}, year = 2004 }