{"id":"https://openalex.org/W4403060448","doi":"https://doi.org/10.1109/iccsce61582.2024.10696209","title":"Machine Learning Model to Enhance the Quality of Software Development Risk Management","display_name":"Machine Learning Model to Enhance the Quality of Software Development Risk Management","publication_year":2024,"publication_date":"2024-08-23","ids":{"openalex":"https://openalex.org/W4403060448","doi":"https://doi.org/10.1109/iccsce61582.2024.10696209"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce61582.2024.10696209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce61582.2024.10696209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 14th International Conference on Control System, Computing and Engineering (ICCSCE)","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/A5077886465","display_name":"Mohamed A. Hamada","orcid":"https://orcid.org/0000-0002-0442-3663"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Mohamed Ahmed Hamada","raw_affiliation_strings":["Abu Dhabi University,Military college programs,Abu Dhabi,Al Ain,UAE"],"affiliations":[{"raw_affiliation_string":"Abu Dhabi University,Military college programs,Abu Dhabi,Al Ain,UAE","institution_ids":["https://openalex.org/I117222138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5077886465"],"corresponding_institution_ids":["https://openalex.org/I117222138"],"apc_list":null,"apc_paid":null,"fwci":1.5224,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85267633,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"265","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9182999730110168,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9182999730110168,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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":0.6426819562911987},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5654566884040833},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5602364540100098},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.4788675010204315},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4225553870201111},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4201209247112274},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.41943708062171936},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3973146080970764},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1408284604549408},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08753371238708496}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6426819562911987},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5654566884040833},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5602364540100098},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.4788675010204315},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4225553870201111},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4201209247112274},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.41943708062171936},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3973146080970764},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1408284604549408},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08753371238708496},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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:10.1109/iccsce61582.2024.10696209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce61582.2024.10696209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 14th International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2154290957","https://openalex.org/W2981915020","https://openalex.org/W3012963741","https://openalex.org/W3103403115","https://openalex.org/W3104759514","https://openalex.org/W3107618203","https://openalex.org/W3109666658","https://openalex.org/W3174699415","https://openalex.org/W3197055849","https://openalex.org/W4213029558","https://openalex.org/W4234601132","https://openalex.org/W4280616248","https://openalex.org/W4286445458","https://openalex.org/W4309461977","https://openalex.org/W4311761926","https://openalex.org/W4383988904","https://openalex.org/W6892498089"],"related_works":["https://openalex.org/W1923764247","https://openalex.org/W2114208415","https://openalex.org/W2369233745","https://openalex.org/W2125534874","https://openalex.org/W2611614597","https://openalex.org/W2313821829","https://openalex.org/W2619501344","https://openalex.org/W4386500624","https://openalex.org/W2899303483","https://openalex.org/W4240788009"],"abstract_inverted_index":{"This":[0,14,39,115],"research":[1,133],"introduces":[2],"a":[3,88],"novel":[4],"approach":[5,15,127],"to":[6,28,62,73],"software":[7,26,36,55,79,93],"development":[8,37,51,94],"risk":[9,66,95],"management":[10,96],"using":[11,87],"machine":[12,40,89],"learning.":[13],"is":[16,109],"based":[17],"on":[18],"the":[19,32,48,58,70,119,125],"analysis":[20],"of":[21,50,78,86,124],"historical":[22],"data":[23],"from":[24],"previous":[25],"projects":[27],"predict":[29],"and":[30,57,68,84,104,111,122,128,134],"mitigate":[31],"risks":[33],"in":[34],"future":[35,132],"efforts.":[38],"learning":[41,90],"model":[42,91,108],"considers":[43],"various":[44],"factors":[45,61],"such":[46],"as":[47],"size":[49],"team,":[52],"project":[53],"complexity,":[54],"budget,":[56],"other":[59],"required":[60],"provide":[63],"more":[64],"accurate":[65],"assessments":[67],"support":[69],"decision-making":[71],"process":[72],"achieve":[74],"an":[75],"acceptable":[76],"level":[77],"quality":[80],"development.":[81],"The":[82,107],"implementation":[83],"benefits":[85],"for":[92,131],"are":[97],"discussed,":[98],"including":[99],"improved":[100],"efficiency,":[101],"reduced":[102],"risk,":[103],"increased":[105],"predictability.":[106],"trained":[110],"showed":[112],"good":[113],"results.":[114],"article":[116],"also":[117],"highlights":[118],"potential":[120],"challenges":[121],"limitations":[123],"proposed":[126],"suggests":[129],"areas":[130],"improvement.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}