Advanced Data Mining and Applications: 8th International by Dell Zhang, Karl Prior, Mark Levene, Robert Mao, Diederik

By Dell Zhang, Karl Prior, Mark Levene, Robert Mao, Diederik van Liere (auth.), Shuigeng Zhou, Songmao Zhang, George Karypis (eds.)

This publication constitutes the refereed complaints of the eighth overseas convention on complicated info Mining and purposes, ADMA 2012, held in Nanjing, China, in December 2012. The 32 average papers and 32 brief papers provided during this quantity have been conscientiously reviewed and chosen from 168 submissions. they're prepared in topical sections named: social media mining; clustering; desktop studying: algorithms and functions; type; prediction, regression and popularity; optimization and approximation; mining time sequence and streaming info; internet mining and semantic research; info mining functions; seek and retrieval; info advice and hiding; outlier detection; subject modeling; and knowledge dice computing.

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Additional resources for Advanced Data Mining and Applications: 8th International Conference, ADMA 2012, Nanjing, China, December 15-18, 2012. Proceedings

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Zhang, and G. ): ADMA 2012, LNAI 7713, pp. 27–38, 2012. c Springer-Verlag Berlin Heidelberg 2012 28 S. Feng et al. 0 based social media. Emerging Words. A great number of new words are emerging in the online social media every day. 0 texts. Some widely used typos and phonetic substitutions evolve into new sentiment-bearing words. Emerging Meanings. Even the same word may have different explanations or sentiment orientations at different time periods. Coverage. Due to the above two challenges, the traditional thesaurus and knowledge base, such as WordNet, usually suffer from the coverage problem.

42–50 (2005) 7. : Ranking Answers by Hierarchical Topic Models. , Ali, M. ) IEA/AIE 2009. LNCS, vol. 5579, pp. 103–112. Springer, Heidelberg (2009) 8. : A new approach to cross-modal multimedia retrieval. In: ACM Multimedia (MM), pp. 251–260 (2010) 9. : Bridging the gap: Query by semantic example. IEEE Transactions on Multimedia 9(5), 923–938 (2007) 26 Y. Cong et al. 10. : A performance evaluation of local descriptors. In: ICPR, vol. 2, pp. 257–263 (2003) 11. : Multimodal video indexing: A review of the state-of-theart.

In: Proc. of EMNLP, pp. 79–86 (2002) 2. : OpinionMiner: A Novel Machine Learning System for Web Opinion Mining and Extraction. In: Proc. of KDD, pp. 1195–1204 (2009) 3. : Yahoo! for Amazon: Sentiment Extraction from Small Talk on the Web. Management Science 53(9), 1375–1388 (2007) 4. : Determining the Sentiment of Opinions. In: Proc. of COLING, pp. 1367–1373 (2004) 5. 0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining. In: Proc. of LREC, pp. 2200–2204 (2010) 6. : Twitter as a Corpus for Sentiment Analysis and Opinion Mining.

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