{"id":"https://openalex.org/W3107237921","doi":"https://doi.org/10.1007/s11042-020-10074-6","title":"Feature selection method using improved CHI Square on Arabic text classifiers: analysis and application","display_name":"Feature selection method using improved CHI Square on Arabic text classifiers: analysis and application","publication_year":2020,"publication_date":"2020-11-21","ids":{"openalex":"https://openalex.org/W3107237921","doi":"https://doi.org/10.1007/s11042-020-10074-6","mag":"3107237921"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-020-10074-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-10074-6","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/A5005735700","display_name":"Hadeel N. Alshaer","orcid":null},"institutions":[{"id":"https://openalex.org/I145380033","display_name":"Amman Arab University","ror":"https://ror.org/039xekb14","country_code":"JO","type":"education","lineage":["https://openalex.org/I145380033"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Hadeel N. Alshaer","raw_affiliation_strings":["Faculty of Computer Sciences and Informatics, Amman Arab University, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Sciences and Informatics, Amman Arab University, Amman, Jordan","institution_ids":["https://openalex.org/I145380033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077522017","display_name":"Mohammed Otair","orcid":"https://orcid.org/0000-0002-9141-7412"},"institutions":[{"id":"https://openalex.org/I145380033","display_name":"Amman Arab University","ror":"https://ror.org/039xekb14","country_code":"JO","type":"education","lineage":["https://openalex.org/I145380033"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammed A. Otair","raw_affiliation_strings":["Faculty of Computer Sciences and Informatics, Amman Arab University, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Sciences and Informatics, Amman Arab University, Amman, Jordan","institution_ids":["https://openalex.org/I145380033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023403556","display_name":"Laith Abualigah","orcid":"https://orcid.org/0000-0002-2203-4549"},"institutions":[{"id":"https://openalex.org/I145380033","display_name":"Amman Arab University","ror":"https://ror.org/039xekb14","country_code":"JO","type":"education","lineage":["https://openalex.org/I145380033"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Laith Abualigah","raw_affiliation_strings":["Faculty of Computer Sciences and Informatics, Amman Arab University, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Sciences and Informatics, Amman Arab University, Amman, Jordan","institution_ids":["https://openalex.org/I145380033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102843496","display_name":"Mohammad Alshinwan","orcid":"https://orcid.org/0000-0002-3864-7323"},"institutions":[{"id":"https://openalex.org/I145380033","display_name":"Amman Arab University","ror":"https://ror.org/039xekb14","country_code":"JO","type":"education","lineage":["https://openalex.org/I145380033"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Alshinwan","raw_affiliation_strings":["Faculty of Computer Sciences and Informatics, Amman Arab University, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Sciences and Informatics, Amman Arab University, Amman, Jordan","institution_ids":["https://openalex.org/I145380033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016487921","display_name":"Ahmad M. Khasawneh","orcid":"https://orcid.org/0000-0002-1850-3269"},"institutions":[{"id":"https://openalex.org/I145380033","display_name":"Amman Arab University","ror":"https://ror.org/039xekb14","country_code":"JO","type":"education","lineage":["https://openalex.org/I145380033"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ahmad M. Khasawneh","raw_affiliation_strings":["Faculty of Computer Sciences and Informatics, Amman Arab University, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Sciences and Informatics, Amman Arab University, Amman, Jordan","institution_ids":["https://openalex.org/I145380033"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005735700"],"corresponding_institution_ids":["https://openalex.org/I145380033"],"apc_list":null,"apc_paid":null,"fwci":4.5268,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.95543578,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"80","issue":"7","first_page":"10373","last_page":"10390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9980999827384949,"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":0.9980999827384949,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9742000102996826,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9715999960899353,"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":0.8589429259300232},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.747275173664093},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6395744681358337},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.586884081363678},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5602841377258301},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49700382351875305},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.48890987038612366},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4861266613006592},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.44525793194770813},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4364390969276428},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4182496964931488},{"id":"https://openalex.org/keywords/document-classification","display_name":"Document classification","score":0.4102884829044342},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40485990047454834},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4017336666584015},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3404473066329956},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.16449406743049622},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12183761596679688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8589429259300232},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.747275173664093},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6395744681358337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.586884081363678},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5602841377258301},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49700382351875305},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.48890987038612366},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4861266613006592},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.44525793194770813},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4364390969276428},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4182496964931488},{"id":"https://openalex.org/C2780479914","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Document classification","level":2,"score":0.4102884829044342},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40485990047454834},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4017336666584015},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3404473066329956},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.16449406743049622},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12183761596679688},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-020-10074-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-10074-6","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W178617965","https://openalex.org/W1534466353","https://openalex.org/W1550206324","https://openalex.org/W1968781299","https://openalex.org/W1980229662","https://openalex.org/W1984545377","https://openalex.org/W2096866608","https://openalex.org/W2110179049","https://openalex.org/W2139086914","https://openalex.org/W2160384082","https://openalex.org/W2165009478","https://openalex.org/W2169813974","https://openalex.org/W2258458006","https://openalex.org/W2319144035","https://openalex.org/W2323678723","https://openalex.org/W2325094964","https://openalex.org/W2330670832","https://openalex.org/W2338833146","https://openalex.org/W2567170365","https://openalex.org/W2594098380","https://openalex.org/W2606926586","https://openalex.org/W2610222147","https://openalex.org/W2626231605","https://openalex.org/W2753434909","https://openalex.org/W2756291343","https://openalex.org/W2773764401","https://openalex.org/W2784402836","https://openalex.org/W2803263920","https://openalex.org/W2803393527","https://openalex.org/W2804318406","https://openalex.org/W2899912733","https://openalex.org/W2903590249","https://openalex.org/W2941718503","https://openalex.org/W2990143372","https://openalex.org/W2991581452","https://openalex.org/W3022359978","https://openalex.org/W3030709604","https://openalex.org/W3041282776","https://openalex.org/W3089868031","https://openalex.org/W4226309400"],"related_works":["https://openalex.org/W4367336074","https://openalex.org/W3154045278","https://openalex.org/W4379620016","https://openalex.org/W3210764983","https://openalex.org/W4367335949","https://openalex.org/W3089416646","https://openalex.org/W4380048833","https://openalex.org/W4285162676","https://openalex.org/W3036529732","https://openalex.org/W4382052559"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
