{"id":"https://openalex.org/W1965168311","doi":"https://doi.org/10.1145/2539150.2539225","title":"Text Document Clustering with Hybrid Feature Selection","display_name":"Text Document Clustering with Hybrid Feature Selection","publication_year":2013,"publication_date":"2013-12-02","ids":{"openalex":"https://openalex.org/W1965168311","doi":"https://doi.org/10.1145/2539150.2539225","mag":"1965168311"},"language":"en","primary_location":{"id":"doi:10.1145/2539150.2539225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2539150.2539225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of International Conference on Information Integration and Web-based Applications &amp; Services","raw_type":"proceedings-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/A5026677528","display_name":"Asmaa Benghabrit","orcid":"https://orcid.org/0000-0003-4330-439X"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Asmaa Benghabrit","raw_affiliation_strings":["LM2I laboratory, ENSAM, Moulay Isma\u00efl University, BP 4024 Marjanell, Mekn\u00e8s, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LM2I laboratory, ENSAM, Moulay Isma\u00efl University, BP 4024 Marjanell, Mekn\u00e8s, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015335959","display_name":"Bouchra Frikh","orcid":"https://orcid.org/0000-0002-9711-0841"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Bouchra Frikh","raw_affiliation_strings":["LTTI laboratory, EST-F\u00e8s, Moulay Abdellah University, BP 1796 Atlas F\u00e8s, F\u00e8s, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTTI laboratory, EST-F\u00e8s, Moulay Abdellah University, BP 1796 Atlas F\u00e8s, F\u00e8s, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035878397","display_name":"Brahim Ouhbi","orcid":"https://orcid.org/0000-0002-6340-5617"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Brahim Ouhbi","raw_affiliation_strings":["LM2I laboratory, ENSAM, Moulay Isma\u00efl University, BP 4024 Marjanell, Mekn\u00e8s, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LM2I laboratory, ENSAM, Moulay Isma\u00efl University, BP 4024 Marjanell, Mekn\u00e8s, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083034608","display_name":"El Moukhtar Zemmouri","orcid":"https://orcid.org/0000-0001-9165-0858"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"El Moukhtar Zemmouri","raw_affiliation_strings":["LM2I laboratory, ENSAM, Moulay Isma\u00efl University, BP 4024 Marjanell, Mekn\u00e8s, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LM2I laboratory, ENSAM, Moulay Isma\u00efl University, BP 4024 Marjanell, Mekn\u00e8s, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054841123","display_name":"Hicham Behja","orcid":"https://orcid.org/0000-0002-3710-5629"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hicham Behja","raw_affiliation_strings":["LM2I laboratory, ENSAM, Moulay Isma\u00efl University, BP 4024 MarjaneII, Mekn\u00e8s, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LM2I laboratory, ENSAM, Moulay Isma\u00efl University, BP 4024 MarjaneII, Mekn\u00e8s, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9765,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87883716,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"600","last_page":"604"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9994999766349792,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9994999766349792,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.8695921897888184},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8025413751602173},{"id":"https://openalex.org/keywords/document-clustering","display_name":"Document clustering","score":0.6409157514572144},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5997419953346252},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5682555437088013},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5398139357566833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5156453847885132},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49828362464904785},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4810809791088104},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.4125613570213318},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4119400084018707},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3806503713130951},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.330546110868454},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06969720125198364}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8695921897888184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8025413751602173},{"id":"https://openalex.org/C177937566","wikidata":"https://www.wikidata.org/wiki/Q4223102","display_name":"Document clustering","level":3,"score":0.6409157514572144},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5997419953346252},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5682555437088013},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5398139357566833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5156453847885132},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49828362464904785},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4810809791088104},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.4125613570213318},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4119400084018707},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3806503713130951},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.330546110868454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06969720125198364},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2539150.2539225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2539150.2539225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of International Conference on Information Integration and Web-based Applications &amp; Services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6899999976158142,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W605575788","https://openalex.org/W1522930108","https://openalex.org/W1964095207","https://openalex.org/W1989127062","https://openalex.org/W1994025487","https://openalex.org/W2006533296","https://openalex.org/W2016001305","https://openalex.org/W2049633694","https://openalex.org/W2087962968","https://openalex.org/W2109535575","https://openalex.org/W2115665694","https://openalex.org/W2116237179","https://openalex.org/W2116892373","https://openalex.org/W2118020653","https://openalex.org/W2134720043","https://openalex.org/W2138229177","https://openalex.org/W2148709420","https://openalex.org/W2151100221","https://openalex.org/W2162223169","https://openalex.org/W2435251607","https://openalex.org/W2912650964","https://openalex.org/W4229926969","https://openalex.org/W6633980710","https://openalex.org/W6633987468","https://openalex.org/W6677408164","https://openalex.org/W6834843904"],"related_works":["https://openalex.org/W2111119584","https://openalex.org/W3186815950","https://openalex.org/W2019737068","https://openalex.org/W3080491161","https://openalex.org/W2040929534","https://openalex.org/W3107909692","https://openalex.org/W3088133960","https://openalex.org/W2311450085","https://openalex.org/W2607902515","https://openalex.org/W2590034888"],"abstract_inverted_index":{"Finding":[0],"the":[1,25,34,71,81,96],"appropriate":[2],"information":[3],"and":[4,65,87],"understanding":[5],"to":[6,69],"human":[7],"research":[8],"is":[9],"a":[10,44,51],"delicate":[11],"task":[12],"when":[13],"dealing":[14],"with":[15],"an":[16],"outstanding":[17],"number":[18],"of":[19,27,33,84],"unstructured":[20],"texts":[21],"created":[22],"daily.":[23],"Hence":[24],"objective":[26],"clustering":[28,48,72,94],"algorithms":[29],"which":[30],"are":[31],"part":[32],"powerful":[35],"text":[36,46],"mining":[37],"tools.":[38],"In":[39],"this":[40],"paper,":[41],"we":[42,58],"propose":[43],"novel":[45],"document":[47],"based":[49],"on":[50,77],"new":[52],"hybrid":[53],"feature":[54],"selection":[55],"method":[56],"that":[57,89],"call":[59],"HFSM.":[60],"This":[61],"technique":[62],"extracts":[63],"statistical":[64],"semantic":[66],"relevant":[67],"terms":[68],"pilot":[70],"mechanism.":[73],"The":[74],"experiments":[75],"conducted":[76],"Reuters":[78],"corpus":[79],"demonstrate":[80],"practical":[82],"aspects":[83],"our":[85],"algorithm":[86],"show":[88],"it":[90],"generates":[91],"more":[92],"accurate":[93],"than":[95],"one":[97],"obtained":[98],"by":[99],"other":[100],"existing":[101],"algorithms.":[102]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
