{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T06:15:57Z","timestamp":1743056157750,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":31,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642303401"},{"type":"electronic","value":"9783642303418"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-30341-8_10","type":"book-chapter","created":{"date-parts":[[2012,8,13]],"date-time":"2012-08-13T14:30:18Z","timestamp":1344868218000},"page":"185-202","source":"Crossref","is-referenced-by-count":5,"title":["Application of Rough Set Theory to Sentiment Analysis of Microblog Data"],"prefix":"10.1007","author":[{"given":"Chien-Chung","family":"Chan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kathy J.","family":"Liszka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"10_CR1","unstructured":"Twitter hits 50 million tweets per day, \n                    http:\/\/mashable.com\/2010\/02\/22\/twitter-50-million-tweets\/"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Sagolla, D.: 140 Characters: A Style Guide for the Short Form. Wiley (2009) ISBN 0470556137, 978-0470556139","DOI":"10.1002\/9781118258002"},{"key":"10_CR3","unstructured":"Kim, D., Jo, Y., Moon, I.-C., Oh, A.: Analysis of Twitter Lists as a Potential Source for Discovering Latent Characteristics of Users. In: Workshop on Microblogging at the ACM Conference on Human Factors in Computer Systems (CHI 2010) (2010)"},{"key":"10_CR4","doi-asserted-by":"crossref","unstructured":"Cheong, M., Lee, V.: A study on detecting patterns in twitter intra-topic user and message clustering. In: 2010 International Conference on Pattern Recognition, pp. 3125\u20133128 (2010)","DOI":"10.1109\/ICPR.2010.765"},{"key":"10_CR5","doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up? Sentiment classification using machine learning techniques. In: Proc. of the Conf. on Empirical Methods in Natural Language Processing (EMNLP), pp. 79\u201386 (July 2002)","DOI":"10.3115\/1118693.1118704"},{"key":"10_CR6","unstructured":"Go, A., Bhayani, R., Huang, L.: Twitter sentiment classification using distant supervision. In: Proc. of the 4th International Conf. on Computer and Information Technology (CIT 2004), pp. 1147\u20131152 (2004)"},{"key":"10_CR7","unstructured":"Pak, A., Paroubek, P.: Twitter as a corpus for sentiment analysis and opinion mining. In: Proc. of the Seventh Conf. on International Language Resources and Evaluation (LREC 2010) (May 2010)"},{"key":"10_CR8","doi-asserted-by":"crossref","unstructured":"Read, J.: Using emoticons to reduce dependency in machine learning techniques for sentiment classification. In: Proc. of ACL 2005, 43rd Meeting of the Association for Computational Linguistics, pp. 43\u201348 (2005)","DOI":"10.3115\/1628960.1628969"},{"key":"10_CR9","doi-asserted-by":"crossref","unstructured":"Java, A., Song, X., Fin, T., Tseng, B.: Why We Twitter: Understanding microblogging usage and communities. In: Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 Workshop on Web Mining and Social Network Analysis, pp. 56\u201365 (2007)","DOI":"10.1145\/1348549.1348556"},{"key":"10_CR10","doi-asserted-by":"crossref","unstructured":"Krishnamurthy, B., Gill, P., Arlitt, M.: A few chirps about Twitter. In: Proceedings of the 1st Workshop on Online Social Networks (WOSN 2008), pp. 19\u201324 (2008)","DOI":"10.1145\/1397735.1397741"},{"issue":"3","key":"10_CR11","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1145\/321075.321084","volume":"8","author":"M. Maron","year":"1961","unstructured":"Maron, M.: Automatic indexing: An experimental inquiry. J. Assoc. Comput. Mach.\u00a08(3), 404\u2013417 (1961)","journal-title":"J. Assoc. Comput. Mach."},{"issue":"1","key":"10_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F. Sebastiani","year":"2002","unstructured":"Sebastiani, F.: Machine learning in automated text categorization. ACM Computing Surveys\u00a034(1), 1\u201347 (2002)","journal-title":"ACM Computing Surveys"},{"issue":"11","key":"10_CR13","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1145\/361219.361220","volume":"18","author":"G. Salton","year":"1975","unstructured":"Salton, G., Wong, A., Yang, C.: A vector space model for automatic indexing. Communication of ACM\u00a018(11), 613\u2013620 (1975)","journal-title":"Communication of ACM"},{"issue":"15","key":"10_CR14","first-page":"344","volume":"11","author":"Z. Pawlak","year":"1982","unstructured":"Pawlak, Z.: Rough sets: Basic notions. International Journal of Computer and Information Science\u00a011(15), 344\u2013356 (1982)","journal-title":"International Journal of Computer and Information Science"},{"key":"10_CR15","series-title":"Lecture Notes in Computer Science","first-page":"186","volume-title":"Computation Theory","author":"Z. Pawlak","year":"1985","unstructured":"Pawlak, Z.: Rough Sets and Decision Tables. In: Skowron, A. (ed.) SCT 1984. LNCS, vol.\u00a0208, pp. 186\u2013196. Springer, Heidelberg (1985)"},{"key":"10_CR16","doi-asserted-by":"crossref","unstructured":"Pawlak, Z.: Rough Sets: Theoretical Aspects of Reasoning about Data. Kluwer Academic Publishing (1991)","DOI":"10.1007\/978-94-011-3534-4"},{"issue":"11","key":"10_CR17","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1145\/219717.219791","volume":"38","author":"Z. Pawlak","year":"1995","unstructured":"Pawlak, Z., Grzyma\u0142a-Busse, J., S\u0142owi\u0144ski, R., Ziarko, W.: Rough sets. Communication of ACM\u00a038(11), 89\u201395 (1995)","journal-title":"Communication of ACM"},{"issue":"1","key":"10_CR18","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.ins.2006.06.003","volume":"177","author":"Z. Pawlak","year":"2007","unstructured":"Pawlak, Z., Skowron, A.: Rudiments of rough sets. Information Sciences\u00a0177(1), 3\u201327 (2007)","journal-title":"Information Sciences"},{"issue":"1","key":"10_CR19","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1016\/j.ins.2006.06.006","volume":"177","author":"Z. Pawlak","year":"2007","unstructured":"Pawlak, Z., Skowron, A.: Rough sets: Some extensions. Information Sciences\u00a0177(1), 28\u201340 (2007)","journal-title":"Information Sciences"},{"issue":"1","key":"10_CR20","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/0022-0000(93)90048-2","volume":"46","author":"W. Ziarko","year":"1993","unstructured":"Ziarko, W.: Variable precision rough sets model. Journal of Computer and System Sciences\u00a046(1), 39\u201359 (1993)","journal-title":"Journal of Computer and System Sciences"},{"key":"10_CR21","doi-asserted-by":"crossref","unstructured":"Choudhury, M.D., Lin, Y.-R., Sundaram, H., Candan, K.S., Xie, L., Kelliher, A.: How does the sampling strategy impact the discovery of information diffusion in social media? In: Proc. of the 4th Int\u2019l AAAI Conference on Weblogs and Social Media, George Washington University, Washington, DC, May 23-26 (2010)","DOI":"10.1609\/icwsm.v4i1.14024"},{"key":"10_CR22","unstructured":"Twitter compatible positive and negative word list, \n                    http:\/\/www.twitrratr.com"},{"key":"10_CR23","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/j.ijar.2004.11.004","volume":"40","author":"D. \u015al\u0119zak","year":"2005","unstructured":"\u015al\u0119zak, D., Ziarko, W.: The investigation of the Bayesian rough set model. International Journal of Approximate Reasoning\u00a040, 81\u201391 (2005)","journal-title":"International Journal of Approximate Reasoning"},{"key":"10_CR24","unstructured":"Deerwester, S., et al.: Improving information retrieval with latent semantic indexing. In: Proceedings of the 51st Annual Meeting of the American Society for Information Science, vol.\u00a025, pp. 36\u201340 (1988)"},{"key":"10_CR25","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"S. Deerwester","year":"1990","unstructured":"Deerwester, S., Dumais, S.T., Furnas, G.W., Landauer, T.K., Harshman, R.: Indexing by latent semantic analysis. Journal of the American Society for Information Science\u00a041, 391\u2013407 (1990)","journal-title":"Journal of the American Society for Information Science"},{"issue":"4","key":"10_CR26","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1142\/S0218194091000299","volume":"1","author":"C.-C. Chan","year":"1991","unstructured":"Chan, C.-C.: Incremental learning of production rules from examples under uncertainty: A rough set approach. Int. J. of Software Engineering and Knowledge Engineering\u00a01(4), 439\u2013461 (1991)","journal-title":"Int. J. of Software Engineering and Knowledge Engineering"},{"issue":"1-4","key":"10_CR27","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1016\/S0020-0255(97)10047-0","volume":"107","author":"C.-C. Chan","year":"1998","unstructured":"Chan, C.-C.: A rough set approach to attribute generalization in data mining. Information Sciences\u00a0107(1-4), 169\u2013176 (1998)","journal-title":"Information Sciences"},{"issue":"2","key":"10_CR28","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1111\/j.1467-8640.1995.tb00038.x","volume":"11","author":"N. Shan","year":"1995","unstructured":"Shan, N., Ziarko, W.: Data-based acquisition and incremental modification of classification rules. Computational Intelligence\u00a011(2), 357\u2013370 (1995)","journal-title":"Computational Intelligence"},{"issue":"5","key":"10_CR29","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1016\/j.knosys.2007.01.002","volume":"20","author":"T. Li","year":"2007","unstructured":"Li, T., Ruan, D., Geert, W., Song, J., Xu, Y.: A rough sets based characteristic relation approach for dynamic attribute generalization in data mining. Knowledge-Based Systems\u00a020(5), 485\u2013494 (2007)","journal-title":"Knowledge-Based Systems"},{"key":"10_CR30","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/S0020-0255(98)10019-1","volume":"112","author":"M. Kryszkiewicz","year":"1998","unstructured":"Kryszkiewicz, M.: Rough set approach to incomplete information systems. Information Sciences\u00a0112, 39\u201349 (1998)","journal-title":"Information Sciences"},{"key":"10_CR31","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1007\/11574798_4","volume-title":"Transactions on Rough Sets IV","author":"J.W. Grzyma\u0142a-Busse","year":"2005","unstructured":"Grzyma\u0142a-Busse, J.W.: Characteristic Relations for Incomplete Data: A Generalization of the Indiscernibility Relation. In: Peters, J.F., Skowron, A. (eds.) Transactions on Rough Sets IV. LNCS, vol.\u00a03700, pp. 58\u201368. Springer, Heidelberg (2005)"}],"container-title":["Intelligent Systems Reference Library","Rough Sets and Intelligent Systems - Professor Zdzis\u0142aw Pawlak in Memoriam"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-30341-8_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,19]],"date-time":"2023-02-19T03:40:17Z","timestamp":1676778017000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-30341-8_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642303401","9783642303418"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-30341-8_10","relation":{},"ISSN":["1868-4394","1868-4408"],"issn-type":[{"type":"print","value":"1868-4394"},{"type":"electronic","value":"1868-4408"}],"subject":[],"published":{"date-parts":[[2013]]}}}