{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T21:28:10Z","timestamp":1760131690506},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2005,7,1]],"date-time":"2005-07-01T00:00:00Z","timestamp":1120176000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Knowl Inf Syst"],"published-print":{"date-parts":[[2005,7]]},"DOI":"10.1007\/s10115-004-0177-2","type":"journal-article","created":{"date-parts":[[2004,10,4]],"date-time":"2004-10-04T15:39:30Z","timestamp":1096904370000},"page":"16-33","source":"Crossref","is-referenced-by-count":49,"title":["Best terms: an efficient feature-selection algorithm for text categorization"],"prefix":"10.1007","volume":"8","author":[{"given":"Dimitris","family":"Fragoudis","sequence":"first","affiliation":[]},{"given":"Dimitris","family":"Meretakis","sequence":"additional","affiliation":[]},{"given":"Spiridon","family":"Likothanassis","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2005,7,1]]},"reference":[{"key":"177_CR1","doi-asserted-by":"crossref","unstructured":"Baker LD, McCallum AK (1998) Distributional clustering of words for text classification. In: Proceedings of SIGIR-98, 21st ACM international conference on research and development in information retrieval, Melbourne, AU, pp 96\u2013103","DOI":"10.1145\/290941.290970"},{"key":"177_CR2","doi-asserted-by":"crossref","unstructured":"Bekkerman R, El-Yaniv R, Tishby N, Winter Y (2001) On feature distributional clustering for text categorization. In: Proceedings of 24th ACM international conference on research and development in information retrieval, New York, US, pp 146\u2013153. ACM Press","DOI":"10.1145\/383952.383976"},{"key":"177_CR3","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/S0004-3702(97)00063-5","volume":"97","author":"Blum","year":"1997","unstructured":"Blum AL, Langley P (1997) Selection of relevant features and examples in machine learning. Artific Intell 97:245\u2013271","journal-title":"Artific Intell"},{"key":"177_CR4","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":"Deerwester","year":"1990","unstructured":"Deerwester S, Dumais ST, Furnas GW, Landauer TK, Harshman R (1990) Indexing by latent semantic indexing. J Am Soc Inf Sci 41:391\u2013407","journal-title":"J Am Soc Inf Sci"},{"key":"177_CR5","unstructured":"Duda R, Hart P (1973) Pattern classification and scene analysis. Wiley, New York"},{"key":"177_CR6","doi-asserted-by":"crossref","unstructured":"Dumais ST, Platt J, Heckerman D, Sahami M (1998) Inductive learning algorithms and representations for text categorization. In: Proceedings of (CIKM-98), 7th ACM international conference on information and knowledge management, ethesda, MD, pp 148\u2013155","DOI":"10.1145\/288627.288651"},{"key":"177_CR7","unstructured":"Fuhr N, Hartmann S, Knorz G, Lustig G, Schwantner M, Tzeras K (1991) AIR\/X\u2014a rule-based multistage indexing system for large subject fields. In: Proceedings of RIAO-91, 3rd international conference recherche d\u2019information assistee par ordinateu, Barcelona, ES, pp 606\u2013623"},{"key":"177_CR8","doi-asserted-by":"crossref","unstructured":"Galavotti L, Sebastiani F, Simi M (2000) Experiments on the use of feature selection and negative evidence in automated text categorization. In: Proceedings of ECDL-00, 4th European conference on research and advanced technology for digital libraries, Lisbon, PT, pp 59\u201368","DOI":"10.1007\/3-540-45268-0_6"},{"key":"177_CR9","doi-asserted-by":"crossref","unstructured":"Joachims T (1998) Text categorization with support vector machines: learning with many relevant features. In: Proceedings of ECML-98, 10th European conference on machine learning, Chemnitz, DE, pp 137\u2013142","DOI":"10.1007\/BFb0026683"},{"key":"177_CR10","unstructured":"Joachims T (1999) In: Scholkopf B, Burges C, Smola A (eds) Advances in kernel methods\u2014support vector learning. MIT Press"},{"key":"177_CR11","doi-asserted-by":"crossref","unstructured":"John GH, Kohavi R, Pfleger K (1994) Irrelevant features and the subset selection problem. In: Proceedings of ICML-94, 11th international conference on machine learning, New Brunswick, NJ, pp 121\u2013129","DOI":"10.1016\/B978-1-55860-335-6.50023-4"},{"key":"177_CR12","doi-asserted-by":"crossref","unstructured":"Lang K (1995) NewsWeeder: Learning to filter netnews. In: Proceedings of ICML-95, 12th international conference on machine learning, pp 331\u2013339","DOI":"10.1016\/B978-1-55860-377-6.50048-7"},{"key":"177_CR13","doi-asserted-by":"crossref","unstructured":"Lewis DD (1992) Feature selection and feature extraction for text categorization, speech and natural language. In: Proceedings of a workshop held at Harriman, NY, pp 212\u2013217. Kaufmann, San Mateo, CA","DOI":"10.3115\/1075527.1075574"},{"key":"177_CR14","unstructured":"McCallum A, Nigam K (1998) A comparison of event models for naive Bayes text classification. In: Proceedings of the AAAI\/ICML-98 workshop on learning for text categorization. AAAI Press, pp 41\u201348"},{"key":"177_CR15","unstructured":"Ng HT, Goh WB, Low KL (1997) Feature selection, perceptron learning, and a usability case study for text categorization. In: Proceedings of SIGIR-97, 20th ACM international conference on research and development in information retrieval, pp 67\u201373"},{"key":"177_CR16","doi-asserted-by":"crossref","unstructured":"Quinlan JR (1983) Learning efficient classification procedures and their applications. In: Michalski RS, Carbonell JG, Mitchell TM (eds) Machine learning: an artificial intelligence approach. Morgan Kaufmann, San Francisco, CA","DOI":"10.1016\/B978-0-08-051054-5.50019-4"},{"key":"177_CR17","unstructured":"Quinlan JR (1993) C4.5: Programs for machine learning. Morgan Kaufmann, San Francisco, CA"},{"key":"177_CR18","doi-asserted-by":"crossref","unstructured":"Rogati M, Yang Y (2002) High-performing feature selection for text classification. In: Proceedings of 11th international conference on information and knowledge management (CIKM\u201902)","DOI":"10.1145\/584792.584911"},{"key":"177_CR19","unstructured":"Ruiz ME, Srinivasan P (1999) Hierarchical neural networks for text categorization. In: Proceedings of SIGIR-99, 22nd ACM international conference on research and development in information retrieval, pp 281\u2013282"},{"key":"177_CR20","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"Sebastiani","year":"2002","unstructured":"Sebastiani F (2002) Machine learning in automated text categorization. ACM Comput Surv 34:1\u201347","journal-title":"ACM Comput Surv"},{"key":"177_CR21","unstructured":"Van Rijsbergen CJ (1979) Information retrieval. Butterworths, London"},{"key":"177_CR22","unstructured":"Vapnik V (1998) Statistical learning theory. Wiley, New York"},{"key":"177_CR23","unstructured":"Wiener ED, Pedersen JO, Weigend AS (1995) A neural network approach to topic spotting. In: Proceedings of SDAIR-95, 4th annual symposium on document analysis and information retrieval, Las Vegas, NV, pp 317\u2013332"},{"key":"177_CR24","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1023\/A:1009982220290","volume":"1","author":"Yang","year":"1999","unstructured":"Yang Y (1999) An evaluation of statistical approaches to text categorization. J Inf Retrieval 1:67\u201388","journal-title":"J Inf Retrieval"},{"key":"177_CR25","doi-asserted-by":"crossref","unstructured":"Yang Y, Liu X (1999) A re-examination of text categorization. In: Proceedings of the 22nd ACM SIGIR conference on research and development in information retrieval (SIGIR\u201999), pp 42\u201349","DOI":"10.1145\/312624.312647"},{"key":"177_CR26","unstructured":"Yang Y, Pedersen JO (1997) A comparative study on feature selection in text categorization. 14th international conference on machine learning, pp 412\u2013420. Kaufmann"},{"key":"177_CR27","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1011441423217","volume":"4","author":"Zhang","year":"2001","unstructured":"Zhang T, Oles FJ (2001) Text categorization based on regularized linear classification methods. Inf Retrieval 4:5\u201331","journal-title":"Inf Retrieval"}],"container-title":["Knowledge and Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-004-0177-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10115-004-0177-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-004-0177-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,3]],"date-time":"2020-04-03T07:59:07Z","timestamp":1585900747000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10115-004-0177-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005,7]]},"references-count":27,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2005,7]]}},"alternative-id":["177"],"URL":"https:\/\/doi.org\/10.1007\/s10115-004-0177-2","relation":{},"ISSN":["0219-1377","0219-3116"],"issn-type":[{"value":"0219-1377","type":"print"},{"value":"0219-3116","type":"electronic"}],"subject":[],"published":{"date-parts":[[2005,7]]}}}