{"id":"https://openalex.org/W2809684381","doi":"https://doi.org/10.1142/s0218488518500265","title":"Text Mining: Techniques, Applications, and Challenges","display_name":"Text Mining: Techniques, Applications, and Challenges","publication_year":2018,"publication_date":"2018-06-20","ids":{"openalex":"https://openalex.org/W2809684381","doi":"https://doi.org/10.1142/s0218488518500265","mag":"2809684381"},"language":"en","primary_location":{"id":"doi:10.1142/s0218488518500265","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488518500265","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031800391","display_name":"C. Justicia de la Torre","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C. Justicia de la Torre","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051586110","display_name":"Daniel S\u00e1nchez","orcid":"https://orcid.org/0000-0002-6048-3994"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. S\u00e1nchez","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6048-3994","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022813446","display_name":"Ignacio J. Blanco","orcid":"https://orcid.org/0000-0002-7825-9093"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"I. Blanco","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000475040","display_name":"Mar\u0131\u0301a J. Mart\u0131\u0301n-Bautista","orcid":"https://orcid.org/0000-0002-6973-477X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. J. Mart\u00edn-Bautista","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5206,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.8702109,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"26","issue":"04","first_page":"553","last_page":"582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6821787357330322},{"id":"https://openalex.org/keywords/concept-mining","display_name":"Concept mining","score":0.6598783135414124},{"id":"https://openalex.org/keywords/biomedical-text-mining","display_name":"Biomedical text mining","score":0.5346887111663818},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5324075818061829},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5025274753570557},{"id":"https://openalex.org/keywords/text-mining","display_name":"Text mining","score":0.48973774909973145},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.48020586371421814},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4482281506061554},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.358345627784729},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.3115960359573364},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21135452389717102}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6821787357330322},{"id":"https://openalex.org/C176775163","wikidata":"https://www.wikidata.org/wiki/Q5158396","display_name":"Concept mining","level":4,"score":0.6598783135414124},{"id":"https://openalex.org/C165141518","wikidata":"https://www.wikidata.org/wiki/Q4915126","display_name":"Biomedical text mining","level":3,"score":0.5346887111663818},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5324075818061829},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5025274753570557},{"id":"https://openalex.org/C71472368","wikidata":"https://www.wikidata.org/wiki/Q676880","display_name":"Text mining","level":2,"score":0.48973774909973145},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.48020586371421814},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4482281506061554},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.358345627784729},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.3115960359573364},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21135452389717102},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218488518500265","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488518500265","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.46000000834465027,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W80463681","https://openalex.org/W1545548317","https://openalex.org/W1572152925","https://openalex.org/W1937220210","https://openalex.org/W1974016322","https://openalex.org/W1975614788","https://openalex.org/W1978760769","https://openalex.org/W1979432867","https://openalex.org/W1989010452","https://openalex.org/W1989533365","https://openalex.org/W1989993068","https://openalex.org/W1990302601","https://openalex.org/W1994224927","https://openalex.org/W1995450389","https://openalex.org/W2003281149","https://openalex.org/W2008388219","https://openalex.org/W2009152867","https://openalex.org/W2009355930","https://openalex.org/W2013568550","https://openalex.org/W2022555044","https://openalex.org/W2026981750","https://openalex.org/W2031046392","https://openalex.org/W2033319677","https://openalex.org/W2036752235","https://openalex.org/W2048102542","https://openalex.org/W2049323146","https://openalex.org/W2049607461","https://openalex.org/W2055247046","https://openalex.org/W2057977029","https://openalex.org/W2061941130","https://openalex.org/W2062418945","https://openalex.org/W2067767241","https://openalex.org/W2077953441","https://openalex.org/W2081056190","https://openalex.org/W2086528962","https://openalex.org/W2094161534","https://openalex.org/W2100176599","https://openalex.org/W2110568314","https://openalex.org/W2119171060","https://openalex.org/W2122369144","https://openalex.org/W2124924555","https://openalex.org/W2128750409","https://openalex.org/W2128792405","https://openalex.org/W2135955143","https://openalex.org/W2141594844","https://openalex.org/W2142487989","https://openalex.org/W2145766604","https://openalex.org/W2146712929","https://openalex.org/W2146874204","https://openalex.org/W2149017759","https://openalex.org/W2149140633","https://openalex.org/W2154379578","https://openalex.org/W2155943803","https://openalex.org/W2156644018","https://openalex.org/W2157832525","https://openalex.org/W2157870551","https://openalex.org/W2159540907","https://openalex.org/W2163598528","https://openalex.org/W2165979968","https://openalex.org/W2218990305","https://openalex.org/W2273660186","https://openalex.org/W2552739332","https://openalex.org/W2911964244","https://openalex.org/W3124946654","https://openalex.org/W4205184193","https://openalex.org/W4211099384","https://openalex.org/W4239696231","https://openalex.org/W4248606303","https://openalex.org/W4254947497","https://openalex.org/W4293690910"],"related_works":["https://openalex.org/W2471845753","https://openalex.org/W2389119968","https://openalex.org/W2349354219","https://openalex.org/W4384067529","https://openalex.org/W2051525169","https://openalex.org/W1553529581","https://openalex.org/W2181847096","https://openalex.org/W2168979046","https://openalex.org/W2181341562","https://openalex.org/W2023322671"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"an":[3],"overview":[4],"of":[5,22,27,54],"the":[6,11,20,28,38,50,68],"text":[7,31,44,55,80,90],"mining":[8,32,92],"area,":[9],"considering":[10],"most":[12,29],"common":[13],"techniques,":[14],"and":[15,58,65],"including":[16],"proposals":[17],"based":[18],"on":[19],"application":[21],"fuzzy":[23],"sets.":[24],"Besides,":[25],"some":[26],"frequent":[30],"applications":[33],"are":[34,63,72,93],"mentioned.":[35],"We":[36],"discuss":[37],"existing":[39],"approaches,":[40],"which":[41],"we":[42,59],"call":[43],"data":[45],"mining,":[46,57],"in":[47,67],"relation":[48],"to":[49,74,89],"recently":[51],"proposed":[52],"paradigm":[53],"knowledge":[56,77,91],"conclude":[60],"that":[61,70],"both":[62],"different":[64,76,83],"complementary,":[66],"sense":[69],"they":[71],"able":[73],"extract":[75],"pieces":[78],"from":[79],"by":[81],"using":[82],"reasoning":[84],"mechanisms.":[85],"Future":[86],"challenges":[87],"related":[88],"also":[94],"briefly":[95],"outlined.":[96]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
