{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,5]],"date-time":"2025-10-05T19:50:35Z","timestamp":1759693835835},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642388231"},{"type":"electronic","value":"9783642388248"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-38824-8_16","type":"book-chapter","created":{"date-parts":[[2013,6,6]],"date-time":"2013-06-06T04:07:20Z","timestamp":1370491640000},"page":"189-200","source":"Crossref","is-referenced-by-count":10,"title":["Bayesian Model Averaging and Model Selection for Polarity Classification"],"prefix":"10.1007","author":[{"given":"Federico Alberto","family":"Pozzi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elisabetta","family":"Fersini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Enza","family":"Messina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"16_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1561\/1500000011","volume":"2","author":"B. Pang","year":"2008","unstructured":"Pang, B., Lee, L.: Opinion mining and sentiment analysis. Foundations and Trends in Information Retrieval\u00a02, 1\u2013135 (2008)","journal-title":"Foundations and Trends in Information Retrieval"},{"key":"16_CR2","unstructured":"Yessenalina, A., Yue, Y., Cardie, C.: Multi-level structured models for document-level sentiment classification. In: Proc. of the Conf. on Empirical Methods in NLP (2010)"},{"key":"16_CR3","unstructured":"Dietterich, T.G.: Ensemble learning. In: The Handbook of Brain Theory and Neural Networks, pp. 405\u2013508. Mit Pr. (2002)"},{"key":"16_CR4","doi-asserted-by":"crossref","unstructured":"Whitehead, M., Yaeger, L.: Sentiment mining using ensemble classification models. In: Sobh, T. (ed.) Innovations and Advances in Computer Sciences and Engineering, pp. 509\u2013514. Springer Netherlands (2010)","DOI":"10.1007\/978-90-481-3658-2_89"},{"key":"16_CR5","unstructured":"Xiao, M., Guo, Y.: Multi-view adaboost for multilingual subjectivity analysis. In: 24th Inter. Conf. on Computational Linguistics, COLING 2012, pp. 2851\u20132866 (2012)"},{"issue":"4","key":"16_CR6","doi-asserted-by":"publisher","first-page":"382","DOI":"10.1214\/ss\/1009212519","volume":"14","author":"J.A. Hoeting","year":"1999","unstructured":"Hoeting, J.A., Madigan, D., Raftery, A.E., Volinsky, C.T.: Bayesian model averaging: A tutorial. Statistical Science\u00a014(4), 382\u2013417 (1999)","journal-title":"Statistical Science"},{"key":"16_CR7","unstructured":"McCallum, A., Nigam, K.: A comparison of event models for naive bayes text classification. In: AAAI 1998 Workshop on Learning for Text Categ., pp. 41\u201348 (1998)"},{"key":"16_CR8","unstructured":"McCallum, A., Pal, C., Druck, G., Wang, X.: Multi-conditional learning: Generative\/discriminative training for clustering and classification. In: AAAI, pp. 433\u2013439 (2006)"},{"issue":"3","key":"16_CR9","first-page":"273","volume":"20","author":"C. Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.: Support-vector networks. ML\u00a020(3), 273\u2013297 (1995)","journal-title":"ML"},{"issue":"4","key":"16_CR10","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1561\/2200000013","volume":"4","author":"C.A. Sutton","year":"2012","unstructured":"Sutton, C.A., McCallum, A.: An introduction to conditional random fields. Foundations and Trends in ML\u00a04(4), 267\u2013373 (2012)","journal-title":"Foundations and Trends in ML"},{"key":"16_CR11","unstructured":"T\u00e4ckstr\u00f6m, O., McDonald, R.: Semi-supervised latent variable models for sentence-level sentiment analysis. In: Proc. of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pp. 569\u2013574 (2011)"},{"key":"16_CR12","unstructured":"Blitzer, J., Dredze, M., Pereira, F.: Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification. In: Association for Computational Linguistics (2007)"},{"key":"16_CR13","doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L.: Seeing stars: exploiting class relationships for sentiment categorization with respect to rating scales. In: Proc. of the 43rd Annual Meeting on Association for Computational Linguistics, pp. 115\u2013124 (2005)","DOI":"10.3115\/1219840.1219855"},{"key":"16_CR14","doi-asserted-by":"crossref","unstructured":"Hu, M., Liu, B.: Mining and summarizing customer reviews. In: Proc. of the 10th ACM SIGKDD Inter. Conf. on Knowledge Discovery and DM, pp. 168\u2013177 (2004)","DOI":"10.1145\/1014052.1014073"}],"container-title":["Lecture Notes in Computer Science","Natural Language Processing and Information Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-38824-8_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,13]],"date-time":"2019-05-13T20:53:03Z","timestamp":1557780783000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-38824-8_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642388231","9783642388248"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-38824-8_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}