{"id":"https://openalex.org/W2166028951","doi":"https://doi.org/10.1109/apsec.2008.50","title":"Software Process Simulation Modeling: Facts, Trends and Directions","display_name":"Software Process Simulation Modeling: Facts, Trends and Directions","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2166028951","doi":"https://doi.org/10.1109/apsec.2008.50","mag":"2166028951"},"language":"en","primary_location":{"id":"doi:10.1109/apsec.2008.50","doi":"https://doi.org/10.1109/apsec.2008.50","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsec.2008.50","pdf_url":null,"source":{"id":"https://openalex.org/S4210216296","display_name":"Asia-Pacific Software Engineering Conference (APSEC)","issn_l":"1530-1362","issn":["1530-1362","2640-0715"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 15th Asia-Pacific Software Engineering Conference","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5017399069","display_name":"He Zhang","orcid":"https://orcid.org/0000-0002-2082-4053","observed_orcids":["https://orcid.org/0000-0002-2082-4053"]},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]},{"id":"https://openalex.org/I4210130076","display_name":"Lero","ror":"https://ror.org/038dhnb42","country_code":"IE","type":"other","lineage":["https://openalex.org/I4210130076"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"He Zhang","raw_affiliation_strings":["Lero Research Center Department of Computer Science and Information Systems, University of Limerick, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lero Research Center Department of Computer Science and Information Systems, University of Limerick, Ireland","institution_ids":["https://openalex.org/I230495080","https://openalex.org/I4210130076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012102325","display_name":"Barbara Ann Kitchenham","orcid":"https://orcid.org/0000-0002-6134-8460","observed_orcids":["https://orcid.org/0000-0002-6134-8460"]},"institutions":[{"id":"https://openalex.org/I56007636","display_name":"Keele University","ror":"https://ror.org/00340yn33","country_code":"GB","type":"education","lineage":["https://openalex.org/I56007636"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Barbara Kitchenham","raw_affiliation_strings":["School of Computer Science and Mathematics, Keele University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Mathematics, Keele University, UK","institution_ids":["https://openalex.org/I56007636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022214666","display_name":"Dietmar Pfahl","orcid":"https://orcid.org/0000-0003-2400-501X","observed_orcids":["https://orcid.org/0000-0003-2400-501X"]},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]},{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Dietmar Pfahl","raw_affiliation_strings":["Simula Research Laboratory, Department of Informatics, University of Oslo, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Department of Informatics, University of Oslo, Norway","institution_ids":["https://openalex.org/I184942183","https://openalex.org/I2799829267"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.3302,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.97966622,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.7304999828338623,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.7304999828338623,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.1436000019311905,"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"}},{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.08699999749660492,"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/software-process-modeling","display_name":"software process modeling","score":0.7080000042915344},{"id":"https://openalex.org/keywords/simulation-paradigm","display_name":"simulation paradigm","score":0.8830000162124634},{"id":"https://openalex.org/keywords/continuous-modeling","display_name":"continuous modeling","score":0.6650000214576721},{"id":"https://openalex.org/keywords/microprocesses","display_name":"microprocesses","score":0.8939999938011169},{"id":"https://openalex.org/keywords/hybrid-model","display_name":"hybrid model","score":0.8659999966621399},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"system dynamics","score":0.9639999866485596},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"discrete event simulation","score":0.9980000257492065},{"id":"https://openalex.org/keywords/vertical-integration","display_name":"vertical integration","score":0.8370000123977661},{"id":"https://openalex.org/keywords/model-reuse","display_name":"model reuse","score":0.6480000019073486},{"id":"https://openalex.org/keywords/research-trends","display_name":"research trends","score":0.6650000214576721}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.84928297996521},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6478519439697266},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5398638844490051},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3561168313026428},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10768026113510132}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apsec.2008.50","doi":"https://doi.org/10.1109/apsec.2008.50","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsec.2008.50","pdf_url":null,"source":{"id":"https://openalex.org/S4210216296","display_name":"Asia-Pacific Software Engineering Conference (APSEC)","issn_l":"1530-1362","issn":["1530-1362","2640-0715"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 15th Asia-Pacific Software Engineering Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310369","display_name":"National ICT Australia","ror":"https://ror.org/03q397159"},{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1488602908","https://openalex.org/W1500099286","https://openalex.org/W1514197774","https://openalex.org/W1585513897","https://openalex.org/W1602304209","https://openalex.org/W1766858167","https://openalex.org/W1989193528","https://openalex.org/W2025430836","https://openalex.org/W2132846943","https://openalex.org/W2144735800","https://openalex.org/W2145790759","https://openalex.org/W2146773231","https://openalex.org/W2162411541","https://openalex.org/W4247781538","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1936487748","https://openalex.org/W2011043417","https://openalex.org/W7097891955","https://openalex.org/W1766858167","https://openalex.org/W2051864823","https://openalex.org/W2998943026","https://openalex.org/W2144933040","https://openalex.org/W2017574083","https://openalex.org/W229075434","https://openalex.org/W7099207348"],"abstract_inverted_index":{"Software":[0],"process":[1,29,71],"simulation":[2,53,72,172],"modeling":[3,152],"(SPSM)":[4],"research":[5,110,183],"has":[6,38],"increased":[7],"since":[8],"the":[9,23,41,48,52,75,80,88,120,123],"first":[10],"ProSim":[11,76],"workshop":[12],"held":[13],"in":[14,45,79,93,150,157],"1998":[15],"and":[16,19,26,58,90,104,122,135,155,169,173,190,196],"Kellner,":[17],"Madachy":[18],"Raffo":[20],"(KMR)":[21],"discussed":[22],"\"why,":[24],"what":[25],"how\"":[27],"of":[28,69],"simulation.":[30],"This":[31],"paper":[32],"aims":[33],"to":[34,107,140,199],"assess":[35],"how":[36],"SPSM":[37,127,133,182,193],"evolved":[39],"during":[40],"past":[42],"10":[43],"years":[44],"particular":[46],"whether":[47],"reasons":[49,121],"for":[50,118,126],"SPSM,":[51],"paradigms,":[54],"tools,":[55],"problem":[56],"domains,":[57],"model":[59,136],"scopes":[60,137],"have":[61],"changed.":[62],"We":[63,83,114,180],"performed":[64],"a":[65,116],"systematic":[66],"literature":[67],"review":[68],"software":[70,188],"papers":[73,97],"from":[74,87],"series":[77],"publications":[78],"last":[81],"decade.":[82],"identified":[84],"96":[85],"studies":[86],"sources":[89],"included":[91],"them":[92],"this":[94],"review.":[95],"The":[96],"were":[98,138,163,174],"categorized":[99],"into":[100],"four":[101],"major":[102],"types":[103],"data":[105],"needed":[106],"address":[108],"each":[109],"question":[111],"was":[112,153,159],"extracted.":[113],"found":[115],"need":[117],"refining":[119],"classification":[124],"scheme":[125],"introduced":[128],"by":[129,177],"KMR.":[130],"More":[131],"emerging":[132],"paradigms":[134],"added":[139],"enhance":[141],"KMR's":[142],"discussion.":[143],"Trends":[144],"over":[145],"time":[146],"showed":[147],"that":[148],"interest":[149,156],"continuous":[151],"decreasing":[154],"micro-processes":[158],"increasing.":[160],"Hybrid":[161],"models":[162],"based":[164],"primarily":[165],"on":[166,186,191],"system":[167],"dynamics":[168],"discrete":[170],"event":[171],"all":[175],"implemented":[176],"vertical":[178],"integration.":[179],"recommend":[181],"concentrate":[184],"more":[185,194],"recent":[187],"processes":[189],"making":[192],"reusable":[195],"thus":[197],"easier":[198],"build.":[200]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2016-06-24T00:00:00"}