{"id":"https://openalex.org/W3091411472","doi":"https://doi.org/10.1145/3379177.3388898","title":"Determining Context Factors for Hybrid Development Methods with Trained Models","display_name":"Determining Context Factors for Hybrid Development Methods with Trained Models","publication_year":2020,"publication_date":"2020-06-26","ids":{"openalex":"https://openalex.org/W3091411472","doi":"https://doi.org/10.1145/3379177.3388898","mag":"3091411472"},"language":"en","primary_location":{"id":"doi:10.1145/3379177.3388898","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3379177.3388898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Software and System Processes","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.itu.dk/portal/da/publications/ef9f205d-da32-4d64-a22f-a61164c9b11f","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088299353","display_name":"Jil Kl\u00fcnder","orcid":"https://orcid.org/0000-0001-7674-2930"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jil Kl\u00fcnder","raw_affiliation_strings":["Leibniz University Hannover"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043797077","display_name":"Dzejlana Karajic","orcid":null},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dzejlana Karajic","raw_affiliation_strings":["University of Passau"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Passau","institution_ids":["https://openalex.org/I186354981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077923832","display_name":"Paolo Tell","orcid":"https://orcid.org/0000-0001-7391-0046"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Paolo Tell","raw_affiliation_strings":["IT University Copenhagen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IT University Copenhagen","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034942489","display_name":"Oliver Karras","orcid":"https://orcid.org/0000-0001-5336-6899"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Karras","raw_affiliation_strings":["Leibniz University Hannover"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111870545","display_name":"Christian M\u00fcnkel","orcid":null},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian M\u00fcnkel","raw_affiliation_strings":["Leibniz University Hannover"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","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/I57589565","display_name":"Reutlingen University","ror":"https://ror.org/00q644y50","country_code":"DE","type":"education","lineage":["https://openalex.org/I57589565"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen M\u00fcnch","raw_affiliation_strings":["Reutlingen University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Reutlingen University","institution_ids":["https://openalex.org/I57589565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043958822","display_name":"Stephen G. MacDonell","orcid":"https://orcid.org/0000-0002-2231-6941"},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Stephen G. MacDonell","raw_affiliation_strings":["Auckland University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auckland University of Technology","institution_ids":["https://openalex.org/I39854758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017449010","display_name":"Regina Hebig","orcid":"https://orcid.org/0000-0002-1459-2081"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Regina Hebig","raw_affiliation_strings":["Chalmers | University of Gothenburg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chalmers | University of Gothenburg","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074982063","display_name":"Marco Kuhrmann","orcid":"https://orcid.org/0000-0001-6101-8931"},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Kuhrmann","raw_affiliation_strings":["University of Passau"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Passau","institution_ids":["https://openalex.org/I186354981"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5088299353"],"corresponding_institution_ids":["https://openalex.org/I114112103"],"apc_list":null,"apc_paid":null,"fwci":3.8977,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.94539453,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9995999932289124,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9995999932289124,"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/T10260","display_name":"Software Engineering Research","score":0.9987000226974487,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.7258332967758179},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6238594651222229},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5047534704208374},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.47319909930229187},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4570304751396179},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4134286046028137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38399314880371094},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3750685453414917},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35370612144470215},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10477086901664734}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7258332967758179},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6238594651222229},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5047534704208374},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.47319909930229187},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4570304751396179},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4134286046028137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38399314880371094},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3750685453414917},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35370612144470215},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10477086901664734},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1145/3379177.3388898","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3379177.3388898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Software and System Processes","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/ef9f205d-da32-4d64-a22f-a61164c9b11f","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/ef9f205d-da32-4d64-a22f-a61164c9b11f","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Klunder, J, Karajic, D, Tell, P, Karras, O, Munkel, C, Munch, J, MacDonell, S G, Hebig, R & Kuhrmann, M 2020, Determining Context Factors for Hybrid Development Methods with Trained Models. in Proceedings of the International Conference on Software and System Processes. Association for Computing Machinery, New York, NY, USA, pp. 61\u201370. https://doi.org/10.1145/3379177.3388898, https://doi.org/10.18420 / SE2021_21","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:2012.07274","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2012.07274","pdf_url":"https://arxiv.org/pdf/2012.07274","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:opus.reutlingen-university.de:2942","is_oa":false,"landing_page_url":"https://publikationen.reutlingen-university.de/frontdoor/index/index/docId/2942","pdf_url":null,"source":{"id":"https://openalex.org/S4306400499","display_name":"Reutlingen University Academic Bibliography (Reutlingen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57589565","host_organization_name":"Reutlingen University","host_organization_lineage":["https://openalex.org/I57589565"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:conferenceObject"},{"id":"pmh:oai:research.chalmers.se:520895","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/520895","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:research.chalmers.se:521731","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/06da2cee-5398-464d-9b0f-1d17bb076f29","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/ef9f205d-da32-4d64-a22f-a61164c9b11f","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/ef9f205d-da32-4d64-a22f-a61164c9b11f","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Klunder, J, Karajic, D, Tell, P, Karras, O, Munkel, C, Munch, J, MacDonell, S G, Hebig, R & Kuhrmann, M 2020, Determining Context Factors for Hybrid Development Methods with Trained Models. in Proceedings of the International Conference on Software and System Processes. Association for Computing Machinery, New York, NY, USA, pp. 61\u201370. https://doi.org/10.1145/3379177.3388898, https://doi.org/10.18420 / SE2021_21","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W165538990","https://openalex.org/W1964199947","https://openalex.org/W1971673660","https://openalex.org/W1972888971","https://openalex.org/W1978749200","https://openalex.org/W1983143273","https://openalex.org/W2004147962","https://openalex.org/W2023350458","https://openalex.org/W2046216252","https://openalex.org/W2067427550","https://openalex.org/W2081143531","https://openalex.org/W2113175982","https://openalex.org/W2123162799","https://openalex.org/W2133097426","https://openalex.org/W2154774499","https://openalex.org/W2160075889","https://openalex.org/W2171455951","https://openalex.org/W2317622672","https://openalex.org/W2621396066","https://openalex.org/W2954777134","https://openalex.org/W2955849270","https://openalex.org/W2967908168","https://openalex.org/W2968793898","https://openalex.org/W2988402627","https://openalex.org/W2990192513","https://openalex.org/W3121304514","https://openalex.org/W4212873807","https://openalex.org/W4232083570","https://openalex.org/W4238974179","https://openalex.org/W4247737564","https://openalex.org/W4248107591","https://openalex.org/W4255655703","https://openalex.org/W4291213652","https://openalex.org/W4299627282","https://openalex.org/W6885014730"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2961085424","https://openalex.org/W2383516975","https://openalex.org/W2374878784","https://openalex.org/W2147679489"],"abstract_inverted_index":{"Selecting":[0],"a":[1,6,132,169],"suitable":[2],"development":[3,43,119],"method":[4,56,165],"for":[5,116],"specific":[7,178],"project":[8,21,179],"context":[9,27,53,75,134,161],"is":[10,22,89],"one":[11],"of":[12,52,104,107,123,150,156,162,171],"the":[13,50,96,114,124,148,160,163,172],"most":[14],"challenging":[15],"activities":[16],"in":[17,159,177],"process":[18],"design.":[19],"Every":[20],"unique":[23],"and,":[24],"thus,":[25],"many":[26],"factors":[28,54,76],"have":[29],"to":[30,49,72,78,109,145],"be":[31],"considered.":[32],"Recent":[33],"research":[34],"took":[35],"some":[36],"initial":[37],"steps":[38],"towards":[39],"statistically":[40],"constructing":[41],"hybrid":[42,118],"methods,":[44],"yet,":[45],"paid":[46],"little":[47],"attention":[48],"peculiarities":[51],"influencing":[55],"and":[57,68,77,139],"practice":[58,174],"selection.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63],"utilize":[64],"exploratory":[65],"factor":[66],"analysis":[67,71,88,122,155],"logistic":[69],"regression":[70],"learn":[73],"such":[74],"identify":[79],"methods":[80,105,111],"that":[81,112,143],"are":[82],"correlated":[83],"with":[84],"these":[85,157],"factors.":[86],"Our":[87],"based":[90],"on":[91],"829":[92],"data":[93],"points":[94],"from":[95],"HELENA":[97],"dataset.":[98],"We":[99],"provide":[100],"five":[101,125],"base":[102],"clusters":[103,126,166],"consisting":[106],"up":[108],"10":[110],"lay":[113],"foundation":[115],"devising":[117],"methods.":[120,151],"The":[121],"using":[127],"trained":[128],"models":[129],"reveals":[130],"only":[131],"few":[133],"factors,":[135],"e.g.,":[136],"project/product":[137],"size":[138],"target":[140],"application":[141],"domain,":[142],"seem":[144],"significantly":[146],"influence":[147],"selection":[149],"An":[152],"extended":[153],"descriptive":[154],"practices":[158],"identified":[164],"also":[167],"suggests":[168],"consolidation":[170],"relevant":[173],"sets":[175],"used":[176],"contexts.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2020-10-08T00:00:00"}