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Newsl."],"published-print":{"date-parts":[[2008,12,20]]},"abstract":"<jats:p>In this report, we summarize the contents and outcomes of the recent SNAKDD 2008 workshop on Social Network Mining and Analysis that was held in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 24-27, 2008, in Las Vegas, Nevada. The SNAKDD 2008 is the second in a successful series of workshops on social network mining and analysis. It solicited papers on broad overview subject \"Social Network Mining and Analysis\". The workshop drew a large number of participants from academia and industry. In this report we reflect on the results of the workshop, as captured in the regular paper session as well as the poster session.<\/jats:p>","DOI":"10.1145\/1540276.1540298","type":"journal-article","created":{"date-parts":[[2009,5,19]],"date-time":"2009-05-19T16:47:42Z","timestamp":1242751662000},"page":"74-77","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["SNAKDD 2008 social network mining and analysis postworkshop report"],"prefix":"10.1145","volume":"10","author":[{"given":"Haizheng","family":"Zhang","sequence":"first","affiliation":[{"name":"Microsoft, Redmond, WA"}]},{"given":"Marc","family":"Smith","sequence":"additional","affiliation":[{"name":"Microsoft, Redmond, WA"}]},{"given":"C. Lee","family":"Giles","sequence":"additional","affiliation":[{"name":"Pennsylvania State University, University Park, PA"}]},{"given":"John","family":"Yen","sequence":"additional","affiliation":[{"name":"Pennsylvania State University, University Park, PA"}]},{"given":"Henry","family":"Foley","sequence":"additional","affiliation":[{"name":"Pennsylvania State University, University Park, PA"}]}],"member":"320","published-online":{"date-parts":[[2008,12,20]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.147"},{"key":"e_1_2_1_2_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Bahirwani V.","year":"2008","unstructured":"V. Bahirwani , D. Caragea , W. Aljandal , and W. Hsu . Ontology engineering and feature construction for predicting friendship links in the live journal social network . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . V. Bahirwani, D. Caragea, W. Aljandal, and W. Hsu. Ontology engineering and feature construction for predicting friendship links in the live journal social network. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_3_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Banerjee A.","year":"2008","unstructured":"A. Banerjee and S. Basu . A social query model for decentralized search . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . A. Banerjee and S. Basu. A social query model for decentralized search. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_4_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Branting K.","year":"2008","unstructured":"K. Branting . Overcoming resolution limits in mdl community detection . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . K. Branting. Overcoming resolution limits in mdl community detection. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_5_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Donato D.","year":"2008","unstructured":"D. Donato , S. Leonardi , and M. Paniccia . Combining transitive trust and negative opinions for better reputation management in social networks . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . D. Donato, S. Leonardi, and M. Paniccia. Combining transitive trust and negative opinions for better reputation management in social networks. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_6_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Eldardiry H.","year":"2008","unstructured":"H. Eldardiry and J. Neville . A resampling technique for relational data graphs . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . H. Eldardiry and J. Neville. A resampling technique for relational data graphs. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401925"},{"key":"e_1_2_1_8_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Ghosh R.","year":"2008","unstructured":"R. Ghosh and K. Lerman . Community detection using a measure of global influence . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . R. Ghosh and K. Lerman. Community detection using a measure of global influence. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_9_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Goldberg M.","year":"2008","unstructured":"M. Goldberg , M. Magdon-Ismail , S. Kelley , K. Mertsalov , and W. Wallace . Communication dynamics of blog networks . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . M. Goldberg, M. Magdon-Ismail, S. Kelley, K. Mertsalov, and W. Wallace. Communication dynamics of blog networks. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_10_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Yu Y.","year":"2008","unstructured":"Habiba, Y. Yu , T. Berger-Wolf , and J. Saia . Finding spread blockers in dynamic networks . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . Habiba, Y. Yu, T. Berger-Wolf, and J. Saia. Finding spread blockers in dynamic networks. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_11_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Klamma R.","year":"2008","unstructured":"R. Klamma and C. Haasler . Wikis as social networks: Evolution and dynamics . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . R. Klamma and C. Haasler. Wikis as social networks: Evolution and dynamics. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_12_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Kurucz M.","year":"2008","unstructured":"M. Kurucz , A.A. Benczur , and A. Pereszlenyi . Large-scale principal component analysis on livejournal friends network . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . M. Kurucz, A.A. Benczur, and A. Pereszlenyi. Large-scale principal component analysis on livejournal friends network. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_13_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Oldenburg S.","year":"2008","unstructured":"S. Oldenburg , M. Garbe , C. Cap , and L. Zielinski . Comparative analysis of tag suggestion algorithms . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . S. Oldenburg, M. Garbe, C. Cap, and L. Zielinski. Comparative analysis of tag suggestion algorithms. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_14_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Pathak N.","year":"2008","unstructured":"N. Pathak , C. DeLong , A. Banerjee , and K. Erickson . Social topic models for community extraction . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . N. Pathak, C. DeLong, A. Banerjee, and K. Erickson. Social topic models for community extraction. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_15_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Phithakkitnukoon S.","year":"2008","unstructured":"S. Phithakkitnukoon and R. Dantu . Adequacy of data for characterizing caller behavior . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . S. Phithakkitnukoon and R. Dantu. Adequacy of data for characterizing caller behavior. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_16_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Saha B.","year":"2008","unstructured":"B. Saha and L. Getoor . Group proximity measure for recommending groups in online social networks . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . B. Saha and L. Getoor. Group proximity measure for recommending groups in online social networks. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.148"},{"key":"e_1_2_1_18_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Xu Z.","year":"2008","unstructured":"Z. Xu , V. Tresp , S. Yu , and K. Yu . Nonparametric relational learning for social network analysis . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . Z. Xu, V. Tresp, S. Yu, and K. Yu. Nonparametric relational learning for social network analysis. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."},{"key":"e_1_2_1_19_1","volume-title":"Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008)","author":"Zheleva E.","year":"2008","unstructured":"E. Zheleva , L. Getoor , J. Golbeck , and U. Kuter . Using friendship ties and family circles for link prediction . In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) , August 2008 . E. Zheleva, L. Getoor, J. Golbeck, and U. Kuter. Using friendship ties and family circles for link prediction. In Proceedings of SNAKDD 2008: KDD Workshop on Social Network Mining and Analysis, in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 2008."}],"container-title":["ACM SIGKDD Explorations Newsletter"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1540276.1540298","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1540276.1540298","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T13:29:54Z","timestamp":1750253394000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1540276.1540298"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,12,20]]},"references-count":19,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2008,12,20]]}},"alternative-id":["10.1145\/1540276.1540298"],"URL":"https:\/\/doi.org\/10.1145\/1540276.1540298","relation":{},"ISSN":["1931-0145","1931-0153"],"issn-type":[{"type":"print","value":"1931-0145"},{"type":"electronic","value":"1931-0153"}],"subject":[],"published":{"date-parts":[[2008,12,20]]},"assertion":[{"value":"2008-12-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}