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Multivariate statistics / Natural language processing / Cluster analysis / Geostatistics / Hierarchical clustering / K-means clustering / BIRCH / Document clustering / Information retrieval / Statistics / Data mining / Machine learning


Learning Similarity Metrics for Event Identification in Social Media Hila Becker Mor Naaman
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Document Date: 2009-12-30 01:45:00

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Jersey City / New York City / San Jose / /

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Last.fm / Neural Information Processing Systems / Google / YouTube / Facebook / Accrue Software / Aerospace Electronic Systems / /

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Jordan / United States / /

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Social Media Hila Becker Mor Naaman Luis Gravano Columbia University Rutgers University Columbia University / Madison Square Garden / /

IndustryTerm

data mining techniques / user-contributed social media documents / social media event content / graph partitioning algorithms / online learning / local search / social media documents / Web Conference / online clustering / social media event data / natural language processing techniques / entity resolution systems / incremental clustering algorithm / social media sources / online setting / social media domain / social media analysis / online clustering framework / social media document / highestquality solution / community-contributed media collections / intuitive solution / incremental clustering algorithms / higher-quality clustering solutions / social media features / text processing treatment / social media / retrospective and on-line event detection / Social media sites / social media content / network aware search / Web search results / ensemble algorithm / search engines / Web search engines / state-ofthe-art classification algorithms / social media data / classification algorithms / Web Search / natural language processing / poor clustering solutions / unsupervised-learning clustering algorithm / text processing / /

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Unix / /

Organization

Columbia University / National Science Foundation / Cambridge Univ. / idf / Rutgers University Columbia University / Information Organization / /

Person

Luis Gravano / Luis Alonso / Obama / Julia Stoyanovich / Morgan Kaufmann / Madonna / Krzysztof Czuba / R. Aggarwal / V / /

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Retrieval General / editor / President / Section Pm / author / /

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New Jersey / New York / California / /

PublishedMedium

Machine Learning / Journal of Machine Learning Research / /

Technology

clustering algorithms / Unix / incremental clustering algorithms / graph partitioning algorithms / clustering algorithm / machine learning / online clustering algorithm / state-ofthe-art classification algorithms / natural language processing / Knowledge Management / Hierarchical clustering algorithms / classification algorithms / Data Mining / unsupervised-learning clustering algorithm / incremental clustering algorithm / ensemble algorithm / /

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