{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T22:48:21Z","timestamp":1759963701226,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":29,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642372124"},{"type":"electronic","value":"9783642372131"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-37213-1_24","type":"book-chapter","created":{"date-parts":[[2013,4,12]],"date-time":"2013-04-12T10:44:47Z","timestamp":1365763487000},"page":"226-235","source":"Crossref","is-referenced-by-count":13,"title":["Defining Semantic Meta-hashtags for Twitter Classification"],"prefix":"10.1007","author":[{"given":"Joana","family":"Costa","sequence":"first","affiliation":[]},{"given":"Catarina","family":"Silva","sequence":"additional","affiliation":[]},{"given":"M\u00e1rio","family":"Antunes","sequence":"additional","affiliation":[]},{"given":"Bernardete","family":"Ribeiro","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"24_CR1","doi-asserted-by":"crossref","unstructured":"Efron, M.: Hashtag retrieval in a microblogging environment. In: SIGIR, pp. 787\u2013788 (2010)","DOI":"10.1145\/1835449.1835616"},{"key":"24_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"375","DOI":"10.1007\/978-3-642-21064-8_26","volume-title":"The Semanic Web: Research and Applications","author":"F. Abel","year":"2011","unstructured":"Abel, F., Gao, Q., Houben, G.-J., Tao, K.: Semantic enrichment of twitter posts for user profile construction on the social web. In: Antoniou, G., Grobelnik, M., Simperl, E., Parsia, B., Plexousakis, D., De Leenheer, P., Pan, J. (eds.) ESWC 2011, Part II. LNCS, vol.\u00a06644, pp. 375\u2013389. Springer, Heidelberg (2011)"},{"key":"24_CR3","doi-asserted-by":"crossref","unstructured":"Sakaki, T., Okazaki, M., Matsuo, Y.: Earthquake shakes twitter users: real-time event detection by social sensors. In: Proceedings of the 19th International Conference on World Wide Web, pp. 851\u2013860 (2010)","DOI":"10.1145\/1772690.1772777"},{"key":"24_CR4","doi-asserted-by":"crossref","unstructured":"Popescu, A.-M., Pennacchiotti, M.: Detecting controversial events from twitter. In: CIKM, pp. 1873\u20131876 (2010)","DOI":"10.1145\/1871437.1871751"},{"key":"24_CR5","unstructured":"Becker, H., Naaman, M., Gravano, L.: Beyond trending topics: Real-world event identification on twitter. In: ICWSM (2011)"},{"issue":"4","key":"24_CR6","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1080\/01639260903280888","volume":"28","author":"S. Ovadia","year":"2009","unstructured":"Ovadia, S.: Exploring the Potential of Twitter as a Research Tool. Behavioral & Social Sciences Librarian\u00a028(4), 202\u2013205 (2009)","journal-title":"Behavioral & Social Sciences Librarian"},{"key":"24_CR7","unstructured":"Rowe, M., Stankovic, M.: Mapping tweets to conference talks: A goldmine for semantics. In: Workshop on Social Data on the Web, SDoW (2010)"},{"key":"24_CR8","unstructured":"Weller, K., Puschmann, C.: Twitter for Scientific Communication: How Can Citations\/References be Identified and Measured?, pp. 1\u20134 (2011), http:\/\/journal.webscience.org\/500\/"},{"key":"24_CR9","doi-asserted-by":"crossref","unstructured":"Abel, F., Gao, Q., Houben, G.-J., Tao, K.: Analyzing user modeling on twitter for personalized news recommendations. In: Proceedings of the 19th International Conference on User Modeling, Adaption, and Personalization, pp. 1\u201312 (2011)","DOI":"10.1007\/978-3-642-22362-4_1"},{"key":"24_CR10","doi-asserted-by":"crossref","unstructured":"Tumasjan, A., Sprenger, T.O., Sandner, P.G., Welpe, I.M.: Predicting elections with twitter: What 140 characters reveal about political sentiment. In: Proceedings of the Fourth International AAAI Conference on Weblogs and Social Media, pp. 178\u2013185 (2010)","DOI":"10.1609\/icwsm.v4i1.14009"},{"key":"24_CR11","doi-asserted-by":"crossref","unstructured":"O\u2019Connor, B., Balasubramanyan, R., Routledge, B.R., Smith, N.A.: From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series. In: Proceedings of the International AAAI Conference on Weblogs and Social Media (2010)","DOI":"10.1609\/icwsm.v4i1.14031"},{"key":"24_CR12","doi-asserted-by":"crossref","unstructured":"Huang, J., Thornton, K.M., Efthimiadis, E.N.: Conversational tagging in twitter. In: Proceedings of the 21st ACM Conference on Hypertext and Hypermedia, pp. 173\u2013178 (2010)","DOI":"10.1145\/1810617.1810647"},{"key":"24_CR13","unstructured":"Merriam-webster\u2019s dictionary (October 2012), www.merriam-webster.com\/"},{"issue":"5","key":"24_CR14","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1177\/1461444810385097","volume":"13","author":"M. Zappavigna","year":"2011","unstructured":"Zappavigna, M.: Ambient affiliation: A linguistic perspective on Twitter. New Media & Society\u00a013(5), 788\u2013806 (2011)","journal-title":"New Media & Society"},{"key":"24_CR15","first-page":"23","volume":"173","author":"S. Johnson","year":"2009","unstructured":"Johnson, S.: How twitter will change the way we live. Time Magazine\u00a0173, 23\u201332 (2009)","journal-title":"Time Magazine"},{"key":"24_CR16","doi-asserted-by":"crossref","unstructured":"Tsur, O., Rappoport, A.: \u201cWhat\u2019s in a hashtag?: content based prediction of the spread of ideas in microblogging communities\u201d. In: Proceedings of the Fifth ACM International Conference on Web Search and Data Mining, WSDM 2012, pp. 643\u2013652 (2012)","DOI":"10.1145\/2124295.2124320"},{"key":"24_CR17","doi-asserted-by":"crossref","unstructured":"Yang, L., Sun, T., Zhang, M., Mei, Q.: We know what @you #tag: does the dual role affect hashtag adoption? In: Proceedings of the 21st International Conference on World Wide Web, WWW 2012, pp. 261\u2013270 (2012)","DOI":"10.1145\/2187836.2187872"},{"key":"24_CR18","doi-asserted-by":"crossref","unstructured":"Chang, H.-C.: A new perspective on twitter hashtag use: diffusion of innovation theory. In: Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem, ASIS&T 2010, vol.\u00a047, pp. 85:1\u201385:4 (2010)","DOI":"10.1002\/meet.14504701295"},{"issue":"6","key":"24_CR19","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1145\/2184319.2184338","volume":"55","author":"B. Doerr","year":"2012","unstructured":"Doerr, B., Fouz, M., Friedrich, T.: Why rumors spread so quickly in social networks. Commun. ACM\u00a055(6), 70\u201375 (2012)","journal-title":"Commun. ACM"},{"key":"24_CR20","doi-asserted-by":"crossref","unstructured":"Tantipathananandh, C., Berger-Wolf, T.Y.: Finding Communities in Dynamic Social Networks. In: 2011 IEEE 11th International Conference on Data Mining, pp. 1236\u20131241 (2011)","DOI":"10.1109\/ICDM.2011.67"},{"key":"24_CR21","doi-asserted-by":"crossref","unstructured":"Treiber, M., Schall, D., Dustdar, S., Scherling, C.: Tweetflows: flexible workflows with twitter. In: Proceedings of the 3rd International Workshop on Principles of Engineering Service-Oriented Systems, pp. 1\u20137 (2011)","DOI":"10.1145\/1985394.1985395"},{"key":"24_CR22","unstructured":"Zangerle, E., Gassler, W., Specht, G.: Recommending #-tags in twitter. In: Proceedings of the Workshop on Semantic Adaptive Social Web, in Connection with the 19th International Conference on User Modeling, Adaptation and Personalization, UMAP 2011, pp. 67-78 (2011)"},{"key":"24_CR23","doi-asserted-by":"crossref","unstructured":"Oguztuzun, H., Ozdikis, O., Senkul, P.: Semantic Expansion of Hashtags for Enhanced Event Detection in Twitter. In: VLDB The First International Workshop on Online Social Systems (2012)","DOI":"10.1109\/ASONAM.2012.14"},{"key":"24_CR24","doi-asserted-by":"crossref","unstructured":"Koerich, A.: Improving classification performance using metaclasses. In: IEEE International Conference on Systems, Man and Cybernetics, pp. 717\u2013722 (2003)","DOI":"10.1109\/ICSMC.2003.1243899"},{"key":"24_CR25","doi-asserted-by":"crossref","unstructured":"Vapnik, V.: The Nature of Statistical Learning Theory. Springer (1999)","DOI":"10.1007\/978-1-4757-3264-1"},{"key":"24_CR26","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-0907-3","volume-title":"Learning Text Classifiers with Support Vector Machines","author":"T. Joachims","year":"2002","unstructured":"Joachims, T.: Learning Text Classifiers with Support Vector Machines. Kluwer Academic Publishers, Dordrecht (2002)"},{"key":"24_CR27","first-page":"45","volume":"2","author":"S. Tong","year":"2002","unstructured":"Tong, S., Koller, D.: Support vector machine active learning with applications to text classification. The Journal of Machine Learning Research\u00a02, 45\u201366 (2002)","journal-title":"The Journal of Machine Learning Research"},{"key":"24_CR28","doi-asserted-by":"crossref","unstructured":"Costa, J., Silva, C., Antunes, M., Ribeiro, B.: On using crowdsourcing and active learning to improve classification performance. In: Proceedings of 11th International Conference on Intelligent Systems Design and Applications (ISDA), pp. 469\u2013474 (2011)","DOI":"10.1109\/ISDA.2011.6121700"},{"key":"24_CR29","unstructured":"van Rijsbergen, C.: Information Retrieval. Butterworths (1979)"}],"container-title":["Lecture Notes in Computer Science","Adaptive and Natural Computing Algorithms"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-37213-1_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T04:27:21Z","timestamp":1745987241000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-37213-1_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642372124","9783642372131"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-37213-1_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}