{"id":"https://openalex.org/W3080151253","doi":"https://doi.org/10.1007/s11042-020-09504-2","title":"A novel ensemble statistical topic extraction method for scientific publications based on optimization clustering","display_name":"A novel ensemble statistical topic extraction method for scientific publications based on optimization clustering","publication_year":2020,"publication_date":"2020-08-22","ids":{"openalex":"https://openalex.org/W3080151253","doi":"https://doi.org/10.1007/s11042-020-09504-2","mag":"3080151253"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-020-09504-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-09504-2","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","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/A5029512928","display_name":"Ammar Kamal Abasi","orcid":"https://orcid.org/0000-0003-0725-6167"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Ammar Kamal Abasi","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, 11800, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, 11800, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091553108","display_name":"Ahamad Tajudin Khader","orcid":"https://orcid.org/0000-0002-7046-5327"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ahamad Tajudin Khader","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, 11800, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, 11800, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081678536","display_name":"Mohammed Azmi Al\u2010Betar","orcid":"https://orcid.org/0000-0003-1980-1791"},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]},{"id":"https://openalex.org/I182000528","display_name":"Ajman University","ror":"https://ror.org/01j1rma10","country_code":"AE","type":"education","lineage":["https://openalex.org/I182000528"]}],"countries":["AE","JO"],"is_corresponding":false,"raw_author_name":"Mohammed Azmi Al-Betar","raw_affiliation_strings":["Department of Information Technology - MSAI, College of Engineering and Information Technology, Ajman University, Ajman, United Arab Emirates","Department of Information Technology, Al-Huson University College, Al-Balqa Applied University, P.O. Box 50, Al-Huson, Irbid, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology - MSAI, College of Engineering and Information Technology, Ajman University, Ajman, United Arab Emirates","institution_ids":["https://openalex.org/I182000528"]},{"raw_affiliation_string":"Department of Information Technology, Al-Huson University College, Al-Balqa Applied University, P.O. Box 50, Al-Huson, Irbid, Jordan","institution_ids":["https://openalex.org/I33926330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053794278","display_name":"Syibrah Naim","orcid":"https://orcid.org/0000-0002-7575-0426"},"institutions":[{"id":"https://openalex.org/I85389745","display_name":"Woosong University","ror":"https://ror.org/02srty072","country_code":"KR","type":"education","lineage":["https://openalex.org/I85389745"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Syibrah Naim","raw_affiliation_strings":["Technology Department, Endicott College of International Studies (ECIS), Woosong University, Daejeon, Korea"],"affiliations":[{"raw_affiliation_string":"Technology Department, Endicott College of International Studies (ECIS), Woosong University, Daejeon, Korea","institution_ids":["https://openalex.org/I85389745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024473397","display_name":"Sharif Naser Makhadmeh","orcid":"https://orcid.org/0000-0002-2894-7998"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sharif Naser Makhadmeh","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, 11800, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, 11800, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062826520","display_name":"Zaid Abdi Alkareem Alyasseri","orcid":"https://orcid.org/0000-0003-4228-9298"},"institutions":[{"id":"https://openalex.org/I47229656","display_name":"University of Kufa","ror":"https://ror.org/02dwrdh81","country_code":"IQ","type":"education","lineage":["https://openalex.org/I47229656"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["IQ","MY"],"is_corresponding":false,"raw_author_name":"Zaid Abdi Alkareem Alyasseri","raw_affiliation_strings":["Center for Artificial Intelligence, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, 43600 Bangi, Selangor, Malaysia","ECE Department-Faculty of Engineering, University of Kufa, Najaf, Iraq"],"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, 43600 Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"ECE Department-Faculty of Engineering, University of Kufa, Najaf, Iraq","institution_ids":["https://openalex.org/I47229656"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5029512928"],"corresponding_institution_ids":["https://openalex.org/I139322472"],"apc_list":null,"apc_paid":null,"fwci":2.7435,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.92155617,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"80","issue":"1","first_page":"37","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9563999772071838,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9160000085830688,"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":0.839959979057312},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7313185930252075},{"id":"https://openalex.org/keywords/keyword-extraction","display_name":"Keyword extraction","score":0.577399730682373},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5765364170074463},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5515435338020325},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5495277643203735},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.46664929389953613},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3979361355304718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30632638931274414}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.839959979057312},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7313185930252075},{"id":"https://openalex.org/C2780288562","wikidata":"https://www.wikidata.org/wiki/Q25053353","display_name":"Keyword extraction","level":2,"score":0.577399730682373},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5765364170074463},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5515435338020325},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5495277643203735},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.46664929389953613},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3979361355304718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30632638931274414},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-020-09504-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-09504-2","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4450630969","display_name":null,"funder_award_id":"1001/PKOMP/ 8014016","funder_id":"https://openalex.org/F4320322757","funder_display_name":"Universiti Sains Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322757","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":106,"referenced_works":["https://openalex.org/W382276","https://openalex.org/W233500068","https://openalex.org/W331312376","https://openalex.org/W414544266","https://openalex.org/W567488792","https://openalex.org/W1490343430","https://openalex.org/W1502994231","https://openalex.org/W1512847390","https://openalex.org/W1525595230","https://openalex.org/W1541288193","https://openalex.org/W1576123718","https://openalex.org/W1852422273","https://openalex.org/W1907286193","https://openalex.org/W1976795412","https://openalex.org/W1983362686","https://openalex.org/W1985108548","https://openalex.org/W1985460844","https://openalex.org/W1990966828","https://openalex.org/W2000135657","https://openalex.org/W2001979953","https://openalex.org/W2015525779","https://openalex.org/W2031183907","https://openalex.org/W2038536413","https://openalex.org/W2058990119","https://openalex.org/W2061438946","https://openalex.org/W2064418625","https://openalex.org/W2064498790","https://openalex.org/W2066555182","https://openalex.org/W2073459066","https://openalex.org/W2074650529","https://openalex.org/W2083620785","https://openalex.org/W2087246227","https://openalex.org/W2093195672","https://openalex.org/W2094611346","https://openalex.org/W2103479483","https://openalex.org/W2113076747","https://openalex.org/W2113376247","https://openalex.org/W2123107811","https://openalex.org/W2133286915","https://openalex.org/W2133686994","https://openalex.org/W2135417720","https://openalex.org/W2141222516","https://openalex.org/W2145049651","https://openalex.org/W2145252566","https://openalex.org/W2148568787","https://openalex.org/W2158018156","https://openalex.org/W2163659824","https://openalex.org/W2165206047","https://openalex.org/W2232845837","https://openalex.org/W2256578089","https://openalex.org/W2290402024","https://openalex.org/W2294989275","https://openalex.org/W2317515691","https://openalex.org/W2413329758","https://openalex.org/W2550389024","https://openalex.org/W2556719741","https://openalex.org/W2564781577","https://openalex.org/W2581029168","https://openalex.org/W2590145195","https://openalex.org/W2592745293","https://openalex.org/W2594498940","https://openalex.org/W2605919057","https://openalex.org/W2606337454","https://openalex.org/W2622396930","https://openalex.org/W2724549444","https://openalex.org/W2729840144","https://openalex.org/W2738900493","https://openalex.org/W2765693142","https://openalex.org/W2767514946","https://openalex.org/W2767707525","https://openalex.org/W2776257468","https://openalex.org/W2783156670","https://openalex.org/W2788903086","https://openalex.org/W2793942929","https://openalex.org/W2796319428","https://openalex.org/W2806422435","https://openalex.org/W2806839329","https://openalex.org/W2890596636","https://openalex.org/W2896328475","https://openalex.org/W2897177582","https://openalex.org/W2897430944","https://openalex.org/W2913315463","https://openalex.org/W2932673397","https://openalex.org/W2941986503","https://openalex.org/W2943437903","https://openalex.org/W2945139515","https://openalex.org/W2945713203","https://openalex.org/W2947284585","https://openalex.org/W2950982165","https://openalex.org/W2969999149","https://openalex.org/W2971552506","https://openalex.org/W2982009092","https://openalex.org/W2985679801","https://openalex.org/W2995254025","https://openalex.org/W2997207075","https://openalex.org/W3011474522","https://openalex.org/W3011837119","https://openalex.org/W3025998519","https://openalex.org/W3100723627","https://openalex.org/W3139328003","https://openalex.org/W4206716606","https://openalex.org/W4246518174","https://openalex.org/W4246756717","https://openalex.org/W4250444814","https://openalex.org/W4299577155","https://openalex.org/W6601013545"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W2090259340","https://openalex.org/W4310225030","https://openalex.org/W2263707997","https://openalex.org/W2083665254","https://openalex.org/W2393816671","https://openalex.org/W1534720161","https://openalex.org/W2804957450"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}