{"id":"https://openalex.org/W4386249898","doi":"https://doi.org/10.1109/icit58056.2023.10225939","title":"Towards Better Software Development Effort Estimation with Analogy-based Approach and Nature-based Algorithms","display_name":"Towards Better Software Development Effort Estimation with Analogy-based Approach and Nature-based Algorithms","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4386249898","doi":"https://doi.org/10.1109/icit58056.2023.10225939"},"language":"en","primary_location":{"id":"doi:10.1109/icit58056.2023.10225939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit58056.2023.10225939","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/A5027792533","display_name":"Mona Najafi Sarpiri","orcid":null},"institutions":[{"id":"https://openalex.org/I2799282979","display_name":"Islamic Azad University, Isfahan","ror":"https://ror.org/039zhhm92","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I2799282979"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mona Najafi Sarpiri","raw_affiliation_strings":["Islamic Azad University,Isfahan Branch,Dept. of Computer Engineering,Isfahan,Iran","Dept. of Computer Engineering, Isfahan Branch, Islamic Azad University, Isfahan, Iran"],"affiliations":[{"raw_affiliation_string":"Islamic Azad University,Isfahan Branch,Dept. of Computer Engineering,Isfahan,Iran","institution_ids":["https://openalex.org/I2799282979"]},{"raw_affiliation_string":"Dept. of Computer Engineering, Isfahan Branch, Islamic Azad University, Isfahan, Iran","institution_ids":["https://openalex.org/I2799282979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108598675","display_name":"Mohammadreza Soltan Aghaei","orcid":null},"institutions":[{"id":"https://openalex.org/I2799282979","display_name":"Islamic Azad University, Isfahan","ror":"https://ror.org/039zhhm92","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I2799282979"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammadreza Soltan Aghaei","raw_affiliation_strings":["Islamic Azad University,Isfahan Branch,Dept. of Computer Engineering,Isfahan,Iran","Dept. of Computer Engineering, Isfahan Branch, Islamic Azad University, Isfahan, Iran"],"affiliations":[{"raw_affiliation_string":"Islamic Azad University,Isfahan Branch,Dept. of Computer Engineering,Isfahan,Iran","institution_ids":["https://openalex.org/I2799282979"]},{"raw_affiliation_string":"Dept. of Computer Engineering, Isfahan Branch, Islamic Azad University, Isfahan, Iran","institution_ids":["https://openalex.org/I2799282979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026305232","display_name":"Taghi Javdani Gandomani","orcid":"https://orcid.org/0000-0002-8333-7957"},"institutions":[{"id":"https://openalex.org/I127908078","display_name":"Shahrekord University","ror":"https://ror.org/051rngw70","country_code":"IR","type":"education","lineage":["https://openalex.org/I127908078"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Taghi Javdani Gandomani","raw_affiliation_strings":["Shahrekord University,Dept. of Computer Science,Shahrekord,Iran","Dept. of Computer Science, Shahrekord University, Shahrekord, Iran"],"affiliations":[{"raw_affiliation_string":"Shahrekord University,Dept. of Computer Science,Shahrekord,Iran","institution_ids":["https://openalex.org/I127908078"]},{"raw_affiliation_string":"Dept. of Computer Science, Shahrekord University, Shahrekord, Iran","institution_ids":["https://openalex.org/I127908078"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027792533"],"corresponding_institution_ids":["https://openalex.org/I2799282979"],"apc_list":null,"apc_paid":null,"fwci":0.9163,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79796364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"114","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9927999973297119,"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"}},{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9828000068664551,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/analogy","display_name":"Analogy","score":0.7347596883773804},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6875922679901123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6800516843795776},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.6795393228530884},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.6032488346099854},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5704488754272461},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.5658770203590393},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.4576181471347809},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.44553685188293457},{"id":"https://openalex.org/keywords/cost-estimate","display_name":"Cost estimate","score":0.4379967451095581},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4366511404514313},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.41379404067993164},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.24429115653038025},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14245718717575073}],"concepts":[{"id":"https://openalex.org/C521332185","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogy","level":2,"score":0.7347596883773804},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6875922679901123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6800516843795776},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.6795393228530884},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.6032488346099854},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5704488754272461},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.5658770203590393},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.4576181471347809},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.44553685188293457},{"id":"https://openalex.org/C93983250","wikidata":"https://www.wikidata.org/wiki/Q795053","display_name":"Cost estimate","level":2,"score":0.4379967451095581},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4366511404514313},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.41379404067993164},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.24429115653038025},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14245718717575073},{"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/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:10.1109/icit58056.2023.10225939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit58056.2023.10225939","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1587104749","https://openalex.org/W1595159159","https://openalex.org/W1603123038","https://openalex.org/W1761970801","https://openalex.org/W1799697462","https://openalex.org/W1963925578","https://openalex.org/W1967155094","https://openalex.org/W2005641246","https://openalex.org/W2015832018","https://openalex.org/W2020558981","https://openalex.org/W2022537368","https://openalex.org/W2032375313","https://openalex.org/W2034714446","https://openalex.org/W2040855338","https://openalex.org/W2076363376","https://openalex.org/W2112382199","https://openalex.org/W2131378644","https://openalex.org/W2144641356","https://openalex.org/W2152195021","https://openalex.org/W2154943049","https://openalex.org/W2294894114","https://openalex.org/W2494851992","https://openalex.org/W2511742067","https://openalex.org/W2571820952","https://openalex.org/W2619070928","https://openalex.org/W2626728028","https://openalex.org/W2735266683","https://openalex.org/W2779760214","https://openalex.org/W2787292510","https://openalex.org/W2963568637","https://openalex.org/W2990869594","https://openalex.org/W3011506415","https://openalex.org/W3023755062","https://openalex.org/W3049585767","https://openalex.org/W3126900416","https://openalex.org/W3138355580","https://openalex.org/W3200260324","https://openalex.org/W3204215301","https://openalex.org/W4206283823","https://openalex.org/W4206496811","https://openalex.org/W4250503569","https://openalex.org/W4256609975","https://openalex.org/W4292083457","https://openalex.org/W4301759932","https://openalex.org/W6637971486","https://openalex.org/W6678929657","https://openalex.org/W6696867154","https://openalex.org/W6792741644"],"related_works":["https://openalex.org/W2068483578","https://openalex.org/W3016442572","https://openalex.org/W2182881874","https://openalex.org/W2035094897","https://openalex.org/W2041178519","https://openalex.org/W2545684011","https://openalex.org/W2893321311","https://openalex.org/W2005759781","https://openalex.org/W2140677443","https://openalex.org/W1974636739"],"abstract_inverted_index":{"Software":[0],"effort":[1,89,108,133,159],"estimation":[2,19,90],"has":[3],"always":[4],"been":[5],"among":[6],"the":[7,23,42,65,73,77,99,112,123,147],"main":[8],"considerations":[9],"of":[10,33,44,79,111,128,154],"software":[11,34,45,49,59,88,107,132,155],"practitioners":[12],"and":[13,26,76,125,150],"researchers.":[14],"A":[15],"project's":[16],"proper":[17],"cost":[18,36,56],"is":[20,37,70,91,116],"crucial":[21],"for":[22,41,58,97,105],"organization's":[24],"conservation":[25],"competitiveness;":[27],"thus,":[28],"excessive":[29],"overestimation":[30],"or":[31,47],"underestimation":[32],"development":[35,61],"a":[38,83],"key":[39],"factor":[40],"failure":[43],"products":[46],"closing":[48],"projects":[50],"without":[51],"any":[52],"special":[53],"achievement.":[54],"The":[55,85,119],"considered":[57],"system":[60],"mainly":[62],"pertains":[63],"to":[64,145],"human":[66],"efforts":[67],"whose":[68],"amount":[69],"calculated":[71],"using":[72],"time":[74],"span":[75],"number":[78],"individuals":[80],"involved":[81],"in":[82,102,131,157],"project.":[84],"research":[86,140,148],"behind":[87],"generally":[92],"focused":[93],"on":[94],"providing":[95],"solutions":[96],"improving":[98,106],"estimation,":[100],"resulting":[101],"different":[103],"approaches":[104,115],"improvement.":[109],"One":[110],"most":[113],"prevalent":[114],"analogy-based":[117,158],"estimation.":[118,160],"literature":[120],"review":[121],"indicates":[122],"significant":[124],"positive":[126],"results":[127],"this":[129],"approach":[130],"estimation;":[134],"however,":[135],"there":[136],"are":[137],"still":[138],"serious":[139],"gaps.":[141],"This":[142],"article":[143],"attempts":[144],"address":[146],"gaps":[149],"novel":[151],"trends":[152],"ahead":[153],"researchers":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}