{"id":"https://openalex.org/W2564825023","doi":"https://doi.org/10.1145/3011077.3011096","title":"Predicting effort for requirement changes during software development","display_name":"Predicting effort for requirement changes during software development","publication_year":2016,"publication_date":"2016-12-08","ids":{"openalex":"https://openalex.org/W2564825023","doi":"https://doi.org/10.1145/3011077.3011096","mag":"2564825023"},"language":"en","primary_location":{"id":"doi:10.1145/3011077.3011096","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3011077.3011096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh Symposium on Information and Communication Technology","raw_type":"proceedings-article"},"type":"conference-paper","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/A5113756555","display_name":"Sufyan Basri","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sufyan Basri","raw_affiliation_strings":["Universiti Teknologi Malaysia, Kuala Lumpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Teknologi Malaysia, Kuala Lumpur","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035244302","display_name":"Nazri Kama","orcid":"https://orcid.org/0000-0003-2535-3438"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nazri Kama","raw_affiliation_strings":["Universiti Teknologi Malaysia, Kuala Lumpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Teknologi Malaysia, Kuala Lumpur","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019345450","display_name":"Faizura Haneem","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Faizura Haneem","raw_affiliation_strings":["Universiti Teknologi Malaysia, Kuala Lumpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Teknologi Malaysia, Kuala Lumpur","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049658264","display_name":"Saiful Adli Ismail","orcid":"https://orcid.org/0000-0002-9299-5652"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Saiful Adli Ismail","raw_affiliation_strings":["Universiti Teknologi Malaysia, Kuala Lumpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Teknologi Malaysia, Kuala Lumpur","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":null,"apc_paid":null,"fwci":1.8344,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.8764611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"380","last_page":"387"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9998000264167786,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/agile-software-development","display_name":"Agile software development","score":0.7143790125846863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6584256291389465},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.5968742370605469},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.5812348127365112},{"id":"https://openalex.org/keywords/change-impact-analysis","display_name":"Change impact analysis","score":0.5122103095054626},{"id":"https://openalex.org/keywords/rework","display_name":"Rework","score":0.4904288947582245},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4633142948150635},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.413303941488266},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.38949552178382874},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.37050074338912964},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.36255255341529846},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3323933780193329},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18994495272636414}],"concepts":[{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.7143790125846863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6584256291389465},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.5968742370605469},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.5812348127365112},{"id":"https://openalex.org/C164691408","wikidata":"https://www.wikidata.org/wiki/Q5071844","display_name":"Change impact analysis","level":3,"score":0.5122103095054626},{"id":"https://openalex.org/C2776543023","wikidata":"https://www.wikidata.org/wiki/Q2147046","display_name":"Rework","level":2,"score":0.4904288947582245},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4633142948150635},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.413303941488266},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.38949552178382874},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.37050074338912964},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.36255255341529846},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3323933780193329},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18994495272636414},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3011077.3011096","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3011077.3011096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh Symposium on Information and Communication Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321709","display_name":"Ministry of Higher Education, Malaysia","ror":"https://ror.org/05mcs2t73"},{"id":"https://openalex.org/F4320322727","display_name":"Minist\u00e8re de l'Education Nationale, de l'Enseignement Superieur et de la Recherche","ror":"https://ror.org/03sjk9a61"},{"id":"https://openalex.org/F4320323300","display_name":"Universiti Teknologi Malaysia","ror":"https://ror.org/026w31v75"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W68943992","https://openalex.org/W1537033052","https://openalex.org/W1553078293","https://openalex.org/W1976605125","https://openalex.org/W1990448435","https://openalex.org/W2023302155","https://openalex.org/W2026815387","https://openalex.org/W2036898963","https://openalex.org/W2051264977","https://openalex.org/W2052183054","https://openalex.org/W2062146175","https://openalex.org/W2065962701","https://openalex.org/W2075777637","https://openalex.org/W2080120749","https://openalex.org/W2084479370","https://openalex.org/W2099408204","https://openalex.org/W2103107119","https://openalex.org/W2105017025","https://openalex.org/W2108109653","https://openalex.org/W2115591168","https://openalex.org/W2116077095","https://openalex.org/W2124116645","https://openalex.org/W2127153794","https://openalex.org/W2144641356","https://openalex.org/W2148760242","https://openalex.org/W2149561845","https://openalex.org/W2151511199","https://openalex.org/W2154777294","https://openalex.org/W2182119770","https://openalex.org/W2183991176","https://openalex.org/W2234133630","https://openalex.org/W2294894114","https://openalex.org/W2319205303","https://openalex.org/W2536167803","https://openalex.org/W2984360154","https://openalex.org/W3098978962"],"related_works":["https://openalex.org/W3016442572","https://openalex.org/W2893321311","https://openalex.org/W2535701809","https://openalex.org/W2727164922","https://openalex.org/W2041178519","https://openalex.org/W2601134365","https://openalex.org/W2105017025","https://openalex.org/W2151849315","https://openalex.org/W2250054391","https://openalex.org/W2005759781"],"abstract_inverted_index":{"In":[0],"any":[1],"software":[2,8,76,87,91,125,154,169,192],"development":[3,77,88,126,155,170],"life":[4],"cycle,":[5],"requirement":[6,33,50,115,138],"and":[7,55,66,71,97,123,152,189,213],"changes":[9,51,116,139],"are":[10,36,53,117],"inevitable.":[11],"One":[12],"of":[13,20,28,69,90,103,108,185,202],"the":[14,18,21,26,29,109,203,207],"factors":[15],"that":[16,40,140],"influences":[17],"effectiveness":[19],"change":[22,142,164],"acceptance":[23],"decision":[24],"is":[25,61,82,147,175],"accuracy":[27,200],"effort":[30,48,104,111,134],"prediction":[31,70,112,135],"for":[32,49,63,74,85,114,137,149,168,210],"changes.":[34],"There":[35],"two":[37],"current":[38,162],"models":[39,113],"have":[41],"been":[42],"widely":[43,83],"used":[44],"to":[45,94,119],"predict":[46],"rework":[47],"which":[52,146],"algorithmic":[54,59],"non-algorithmic":[56,80],"models.":[57],"The":[58,157,172,194],"model":[60,81,136,159,174,205],"known":[62],"its":[64,95],"formal":[65],"structural":[67],"way":[68],"best":[72],"suited":[73],"Traditional":[75,122,151,188,212],"methodology.":[78,127],"While":[79],"adopted":[84],"Agile":[86,124,153,190,214],"methodology":[89],"projects":[92],"due":[93],"easiness":[96],"requires":[98],"less":[99],"work":[100],"in":[101],"term":[102],"predictability.":[105],"Nevertheless,":[106],"none":[107],"existing":[110,208],"proven":[118],"suit":[120],"both,":[121],"Thus,":[128],"this":[129],"paper":[130],"proposes":[131],"an":[132,178],"algorithmic-based":[133],"uses":[141,160],"impact":[143,165],"analysis":[144,166],"method":[145,167],"applicable":[148],"both":[150,211],"methodologies.":[156,215],"proposed":[158,173,204],"a":[161,198],"selected":[163],"phase.":[171],"evaluated":[176],"through":[177],"extensive":[179],"experimental":[180],"validation":[181],"using":[182],"case":[183],"study":[184],"six":[186],"real":[187],"methodologies":[191],"projects.":[193],"evaluation":[195],"results":[196],"confirmed":[197],"significance":[199],"improvement":[201],"over":[206],"approaches":[209]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
