{"id":"https://openalex.org/W3149945442","doi":"https://doi.org/10.1109/icssp.2012.6225973","title":"Evolving process simulators by using validated learning","display_name":"Evolving process simulators by using validated learning","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W3149945442","doi":"https://doi.org/10.1109/icssp.2012.6225973","mag":"3149945442"},"language":"en","primary_location":{"id":"doi:10.1109/icssp.2012.6225973","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icssp.2012.6225973","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Software and System Process (ICSSP)","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/A5071830803","display_name":"J\u00fcrgen M\u00fcnch","orcid":"https://orcid.org/0000-0003-0327-8094"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Jurgen Munch","raw_affiliation_strings":["Department of Computer Science, University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5071830803"],"corresponding_institution_ids":["https://openalex.org/I133731052"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"226","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9017000198364258,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9017000198364258,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7323107123374939},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6670256853103638},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3815525770187378},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32621675729751587},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1477639079093933}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7323107123374939},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6670256853103638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3815525770187378},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32621675729751587},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1477639079093933}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icssp.2012.6225973","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icssp.2012.6225973","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Software and System Process (ICSSP)","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":5,"referenced_works":["https://openalex.org/W575598456","https://openalex.org/W1555064112","https://openalex.org/W2017447359","https://openalex.org/W2250647866","https://openalex.org/W6616411108"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Software":[0],"process":[1,54,77,108,196],"simulation":[2,55,64,78,155,197],"has":[3,49,69],"been":[4,38,50,70],"evolved":[5],"towards":[6],"a":[7,60,66,101,198],"mature":[8],"technology":[9,67],"for":[10,18,24,31,59,104,193],"analyzing":[11],"the":[12,44,171],"behavior":[13],"of":[14,35,46,107],"software":[15,53,76,84,195],"processes:":[16],"Methods":[17],"systematically":[19,147],"developing":[20],"simulators":[21,109,185],"exist,":[22],"tools":[23],"modeling":[25],"and":[26,40,110,142,162,175],"execution":[27],"are":[28],"available,":[29],"models":[30,48],"nearly":[32],"all":[33],"kinds":[34],"processes":[36],"have":[37],"created,":[39],"empirical":[41],"evidence":[42],"on":[43,160],"accuracy":[45],"many":[47,74],"gathered.":[51],"However,":[52],"is":[56,65,79,97,124,140,144],"still":[57],"waiting":[58],"breakthrough":[61],"success.":[62,199],"Although":[63],"that":[68,95,154,163,178],"successfully":[71],"established":[72],"in":[73,83,186],"domains,":[75],"not":[80],"widely":[81],"used":[82],"engineering":[85],"practice.":[86],"Should":[87],"we":[88],"pivot":[89],"or":[90],"persevere?":[91],"This":[92],"article":[93,172],"argues":[94],"it":[96],"necessary":[98],"to":[99,116,121,125,131,137,180],"use":[100],"rigorous":[102],"approach":[103,136],"discovering":[105],"\u201ccustomers\u201d":[106],"finding":[111],"out":[112],"what":[113,139,143],"they":[114],"consider":[115],"be":[117,158,167,181],"value.":[118],"One":[119],"mechanism":[120],"do":[122],"this":[123,152],"apply":[126,132],"so-called":[127],"\u201cvalidated":[128],"learning\u201d,":[129],"i.e.,":[130],"an":[133],"actionable":[134],"learning":[135],"identify":[138],"relevant":[141],"irrelevant":[145],"by":[146],"testing":[148],"value":[149],"hypotheses.":[150],"Doing":[151],"promises":[153],"efforts":[156],"can":[157,166],"concentrated":[159],"value-creation":[161],"wrong":[164],"avenues":[165],"avoided.":[168],"Besides":[169],"this,":[170],"sketched":[173],"prerequisites":[174],"lessons":[176],"learned":[177],"need":[179],"considered":[182],"when":[183],"applying":[184],"practice":[187],"as":[188,190],"well":[189],"upcoming":[191],"opportunities":[192],"making":[194]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
