{"id":"https://openalex.org/W4386249885","doi":"https://doi.org/10.1109/icit58056.2023.10226076","title":"Automated Business Rules Classification Using Machine Learning to Enhance Software Requirements Elicitation","display_name":"Automated Business Rules Classification Using Machine Learning to Enhance Software Requirements Elicitation","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4386249885","doi":"https://doi.org/10.1109/icit58056.2023.10226076"},"language":"en","primary_location":{"id":"doi:10.1109/icit58056.2023.10226076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit58056.2023.10226076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Information Technology (ICIT)","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/A5092815524","display_name":"Mohamamed Lafi","orcid":null},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Mohamamed Lafi","raw_affiliation_strings":["Al-Zaytoonah University of Jordan,Dept. of software engineering,Amman,Jordan","Dept. of software engineering, Al-Zaytoonah University of Jordan, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Al-Zaytoonah University of Jordan,Dept. of software engineering,Amman,Jordan","institution_ids":["https://openalex.org/I145019703"]},{"raw_affiliation_string":"Dept. of software engineering, Al-Zaytoonah University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I145019703"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002299955","display_name":"Akram AbdelQader","orcid":"https://orcid.org/0000-0003-3097-110X"},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Akram AbdelQader","raw_affiliation_strings":["Al-Zaytoonah University of Jordan,Dept. of software engineering,Amman,Jordan","Dept. of software engineering, Al-Zaytoonah University of Jordan, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Al-Zaytoonah University of Jordan,Dept. of software engineering,Amman,Jordan","institution_ids":["https://openalex.org/I145019703"]},{"raw_affiliation_string":"Dept. of software engineering, Al-Zaytoonah University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I145019703"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5092815524"],"corresponding_institution_ids":["https://openalex.org/I145019703"],"apc_list":null,"apc_paid":null,"fwci":1.814,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88389015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"775","last_page":"778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6994749903678894},{"id":"https://openalex.org/keywords/business-requirements","display_name":"Business requirements","score":0.6705705523490906},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6501215696334839},{"id":"https://openalex.org/keywords/requirements-elicitation","display_name":"Requirements elicitation","score":0.5625142455101013},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5414183139801025},{"id":"https://openalex.org/keywords/business-rule","display_name":"Business rule","score":0.5324225425720215},{"id":"https://openalex.org/keywords/software-requirements","display_name":"Software requirements","score":0.4737478196620941},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.4663386046886444},{"id":"https://openalex.org/keywords/requirements-analysis","display_name":"Requirements analysis","score":0.4201722741127014},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4178374111652374},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.4161182641983032},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.402971088886261},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3555426001548767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31083229184150696},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.23785749077796936},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16472354531288147},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14537698030471802},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.07147368788719177}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6994749903678894},{"id":"https://openalex.org/C123247970","wikidata":"https://www.wikidata.org/wiki/Q5001932","display_name":"Business requirements","level":4,"score":0.6705705523490906},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6501215696334839},{"id":"https://openalex.org/C45384764","wikidata":"https://www.wikidata.org/wiki/Q838667","display_name":"Requirements elicitation","level":4,"score":0.5625142455101013},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5414183139801025},{"id":"https://openalex.org/C11066294","wikidata":"https://www.wikidata.org/wiki/Q1518244","display_name":"Business rule","level":4,"score":0.5324225425720215},{"id":"https://openalex.org/C54534927","wikidata":"https://www.wikidata.org/wiki/Q4462275","display_name":"Software requirements","level":5,"score":0.4737478196620941},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.4663386046886444},{"id":"https://openalex.org/C59488412","wikidata":"https://www.wikidata.org/wiki/Q187147","display_name":"Requirements analysis","level":3,"score":0.4201722741127014},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4178374111652374},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.4161182641983032},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.402971088886261},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3555426001548767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31083229184150696},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.23785749077796936},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16472354531288147},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14537698030471802},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.07147368788719177},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit58056.2023.10226076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit58056.2023.10226076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Information Technology (ICIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1836378769","https://openalex.org/W2026002612","https://openalex.org/W2080773582","https://openalex.org/W2308667723","https://openalex.org/W2482864984","https://openalex.org/W2604443140","https://openalex.org/W2946797193","https://openalex.org/W2995392485","https://openalex.org/W2995472256","https://openalex.org/W3032702782","https://openalex.org/W3135380307","https://openalex.org/W3141707550","https://openalex.org/W3153508436","https://openalex.org/W3185598685","https://openalex.org/W3207218519","https://openalex.org/W4251586650","https://openalex.org/W4306837413","https://openalex.org/W4312866384","https://openalex.org/W4318994289","https://openalex.org/W4362674728"],"related_works":["https://openalex.org/W4210674956","https://openalex.org/W4235167339","https://openalex.org/W4254568495","https://openalex.org/W142054160","https://openalex.org/W3004985072","https://openalex.org/W2608001814","https://openalex.org/W3215302817","https://openalex.org/W2740071530","https://openalex.org/W2968866371","https://openalex.org/W2047626779"],"abstract_inverted_index":{"The":[0,70],"elicitation":[1],"of":[2,20,29,36,44],"software":[3,21,45],"requirements":[4,22,46],"is":[5],"an":[6,17,50],"essential":[7],"phase":[8],"in":[9],"building":[10],"commercial":[11],"software.":[12],"Business":[13,24],"rules":[14,25,39,57,65],"can":[15,40],"be":[16],"important":[18],"source":[19],"specifications.":[23],"are":[26],"the":[27,30,42,82],"description":[28],"business":[31,38,56,64],"process.":[32],"Categorization":[33],"and":[34,54,77],"classification":[35],"these":[37],"enhance":[41],"process":[43],"elicitation.":[47],"We":[48],"proposed":[49,71],"approach":[51,72],"to":[52,81],"categorize":[53],"classify":[55],"based":[58],"on":[59],"Witt's":[60],"approach,":[61],"which":[62],"classifies":[63],"into":[66],"four":[67],"main":[68],"categories.":[69],"showed":[73],"good":[74],"accuracy,":[75],"recall,":[76],"F1-scores":[78],"values":[79],"compared":[80],"state-of-art":[83],"approach.":[84]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}