{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T16:47:24Z","timestamp":1774716444692,"version":"3.50.1"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319117485","type":"print"},{"value":"9783319117492","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-11749-2_8","type":"book-chapter","created":{"date-parts":[[2014,9,11]],"date-time":"2014-09-11T02:22:05Z","timestamp":1410402125000},"page":"105-114","source":"Crossref","is-referenced-by-count":43,"title":["An Effective TF\/IDF-Based Text-to-Text Semantic Similarity Measure for Text Classification"],"prefix":"10.1007","author":[{"given":"Shereen","family":"Albitar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S\u00e9bastien","family":"Fournier","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bernard","family":"Espinasse","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"8_CR1","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1007\/11899402_10","volume-title":"Advances in Web Mining and Web Usage Analysis","author":"S. Bloehdorn","year":"2006","unstructured":"Bloehdorn, S., Hotho, A.: Boosting for text classification with semantic features. In: Mobasher, B., Nasraoui, O., Liu, B., Masand, B. (eds.) WebKDD 2004. LNCS (LNAI), vol.\u00a03932, pp. 149\u2013166. Springer, Heidelberg (2006)"},{"key":"8_CR2","unstructured":"Salton, G.: The SMART Retrieval System-Experiments in Automatic Document Processing 1971. Prentice-Hall, Inc. (1971)"},{"key":"8_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"326","DOI":"10.1007\/978-3-642-35063-4_24","volume-title":"Web Information Systems Engineering - WISE 2012","author":"S. Albitar","year":"2012","unstructured":"Albitar, S., Fournier, S., Espinasse, B.: The Impact of Conceptualization on Text Classification. In: Wang, X.S., Cruz, I., Delis, A., Huang, G. (eds.) WISE 2012. LNCS, vol.\u00a07651, pp. 326\u2013339. Springer, Heidelberg (2012)"},{"key":"8_CR4","first-page":"993","volume":"3","author":"D.M. Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. Journal of Machine Learning Research\u00a03, 993\u20131022 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"8_CR5","doi-asserted-by":"crossref","unstructured":"Bloehdorn, S., Moschitti, A.: Combined syntactic and semantic Kernels for text classification. In: Amati, G., Carpineto, C., Romano, G. (eds.) ECIR 2007. LNCS, vol.\u00a04425, pp. 307\u2013318. Springer, Heidelberg (2007)","DOI":"10.1007\/978-3-540-71496-5_29"},{"key":"8_CR6","doi-asserted-by":"crossref","unstructured":"Albitar, S., Fournier, S., Espinasse, B.: Conceptualization Effects on MEDLINE Documents Classification Using Rocchio Method. In: Web Intelligence 2012, pp. 462\u2013466 (2012)","DOI":"10.1109\/WI-IAT.2012.210"},{"key":"8_CR7","unstructured":"Hotho, A., Staab, S., Stumme, G.: Text clustering based on background knowledge (2003)"},{"key":"8_CR8","unstructured":"Guisse, A., Khelif, K., Collard, M.: PatClust: une plateforme pour la classification s\u00e9mantique des brevets. In: Conf\u00e9rence d\u2019Ing\u00e9nierie des Connaissances, Hammamet, Tunisie (2009)"},{"issue":"8","key":"8_CR9","doi-asserted-by":"publisher","first-page":"1593","DOI":"10.1002\/asi.22689","volume":"63","author":"L. Huang","year":"2012","unstructured":"Huang, L., et al.: Learning a concept-based document similarity measure. J. Am. Soc. Inf. Sci. Technol.\u00a063(8), 1593\u20131608 (2012)","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"key":"8_CR10","unstructured":"Peng, X., Choi, B.: Document classifications based on word semantic hierarchies. In: International Conference on Artificial Intelligence and Applications (AIA 2005), pp. 362\u2013367 (2005)"},{"key":"8_CR11","doi-asserted-by":"crossref","unstructured":"Wang, P., et al.: Improving Text Classification by Using Encyclopedia Knowledge. In: Proceedings of the 2007 Seventh IEEE International Conference on Data Mining 2007, pp. 332\u2013341. IEEE Computer Society (2007)","DOI":"10.1109\/ICDM.2007.77"},{"key":"8_CR12","doi-asserted-by":"crossref","unstructured":"Al-Mubaid, H., Nguyen, H.A.: A Cluster-Based Approach for Semantic Similarity in the Biomedical Domain. In: 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2006 (2006)","DOI":"10.1109\/IEMBS.2006.4398006"},{"issue":"1","key":"8_CR13","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1109\/21.24528","volume":"19","author":"R. Rada","year":"1989","unstructured":"Rada, R., et al.: Development and application of a metric on semantic nets. IEEE Transactions on Systems, Man and Cybernetics\u00a019(1), 17\u201330 (1989)","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"key":"8_CR14","unstructured":"Azuaje, F., Wang, H., Bodenreider, O.: Ontology-driven similarity approaches to supporting gene functional assessment. In: Proceedings of the ISMB 2005 SIG Meeting on Bio-Ontologies (2005)"},{"key":"8_CR15","unstructured":"Mihalcea, R., Corley, C., Strapparava, C.: Corpus-based and knowledge-based measures of text semantic similarity. In: Proceedings of the 21st National Conference on Artificial Intelligence, vol.\u00a012006, pp. 775\u2013780. AAAI Press, Boston"},{"key":"8_CR16","doi-asserted-by":"crossref","unstructured":"Mohler, M., Mihalcea, R.: Text-to-text semantic similarity for automatic short answer grading. In: Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, Athens (2009)","DOI":"10.3115\/1609067.1609130"},{"key":"8_CR17","first-page":"350","volume-title":"Proceedings of the 20th International Conference on Computational Linguistics 2004","author":"B. Dolan","year":"2004","unstructured":"Dolan, B., Quirk, C., Brockett, C.: Unsupervised construction of large paraphrase corpora: exploiting massively parallel news sources. In: Proceedings of the 20th International Conference on Computational Linguistics 2004, p. 350. Association for Computational Linguistics, Geneva (2004)"},{"key":"8_CR18","doi-asserted-by":"crossref","unstructured":"Hersh, W., et al.: OHSUMED: an interactive retrieval evaluation and new large test collection for research. In: 17th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Springer-Verlag New York, Inc., Dublin (1994)","DOI":"10.1007\/978-1-4471-2099-5_20"},{"issue":"3","key":"8_CR19","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1136\/jamia.2009.002733","volume":"17","author":"A.R. Aronson","year":"2010","unstructured":"Aronson, A.R., Lang, F.M.: An overview of MetaMap: historical perspective and recent advances. J. Am. Med. Inform. Assoc.\u00a017(3), 229\u2013236 (2010)","journal-title":"J. Am. Med. Inform. Assoc."},{"issue":"2","key":"8_CR20","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1016\/j.jbi.2004.02.001","volume":"37","author":"J.E. Caviedes","year":"2004","unstructured":"Caviedes, J.E., Cimino, J.J.: Towards the development of a conceptual distance metric for the UMLS. J. of Biomedical Informatics\u00a037(2), 77\u201385 (2004)","journal-title":"J. of Biomedical Informatics"},{"key":"8_CR21","doi-asserted-by":"publisher","first-page":"133","DOI":"10.3115\/981732.981751","volume-title":"Proceedings of the 32nd Annual Meeting on Association for Computational Linguistics 1994","author":"Z. Wu","year":"1994","unstructured":"Wu, Z., Palmer, M.: Verbs semantics and lexical selection. In: Proceedings of the 32nd Annual Meeting on Association for Computational Linguistics 1994, pp. 133\u2013138. Association for Computational Linguistics, Las Cruces (1994)"},{"key":"8_CR22","doi-asserted-by":"crossref","unstructured":"Leacock, C., Chodorow, M.: Combining Local Context and WordNet Similarity for Word Sense Identification. In: Fellbaum, C. (ed.) WordNet: An Electronic Lexical Database (Language, Speech, and Communication), pp. 265\u2013283. The MIT Press (1998)","DOI":"10.7551\/mitpress\/7287.003.0018"},{"key":"8_CR23","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1007\/3-540-45483-7_8","volume-title":"Conceptual Structures: Integration and Interfaces","author":"J. Zhong","year":"2002","unstructured":"Zhong, J., Zhu, H., Li, J., Yu, Y.: Conceptual Graph Matching for Semantic Search. In: Priss, U., Corbett, D.R., Angelova, G. (eds.) ICCS 2002. LNCS (LNAI), vol.\u00a02393, pp. 92\u2013106. Springer, Heidelberg (2002)"},{"key":"8_CR24","doi-asserted-by":"crossref","unstructured":"Sebastiani, F.: Text Categorization. In: Encyclopedia of Database Technologies and Applications 2005, pp. 683\u2013687. Idea Group (2005)","DOI":"10.4018\/978-1-59140-560-3.ch112"}],"container-title":["Lecture Notes in Computer Science","Web Information Systems Engineering \u2013 WISE 2014"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-11749-2_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T15:41:10Z","timestamp":1746373270000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-11749-2_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319117485","9783319117492"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-11749-2_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014]]}}}