{"id":"https://openalex.org/W3135019689","doi":"https://doi.org/10.1145/3487921","title":"Uncertainty in Self-adaptive Systems: A Research Community Perspective","display_name":"Uncertainty in Self-adaptive Systems: A Research Community Perspective","publication_year":2020,"publication_date":"2020-12-31","ids":{"openalex":"https://openalex.org/W3135019689","doi":"https://doi.org/10.1145/3487921","mag":"3135019689"},"language":"en","primary_location":{"id":"doi:10.1145/3487921","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3487921","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3487921","source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3487921","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057572809","display_name":"Sara M. Hezavehi","orcid":"https://orcid.org/0000-0002-4629-0352"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I223464139","display_name":"Linnaeus University","ror":"https://ror.org/00j9qag85","country_code":"SE","type":"education","lineage":["https://openalex.org/I223464139"]}],"countries":["NL","SE"],"is_corresponding":false,"raw_author_name":"Sara M. Hezavehi","raw_affiliation_strings":["University of Groningen, The Netherlands, Linnaeus University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Groningen, The Netherlands, Linnaeus University, Sweden","institution_ids":["https://openalex.org/I169381384","https://openalex.org/I223464139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059882053","display_name":"Danny Weyns","orcid":"https://orcid.org/0000-0002-1162-0817"},"institutions":[{"id":"https://openalex.org/I223464139","display_name":"Linnaeus University","ror":"https://ror.org/00j9qag85","country_code":"SE","type":"education","lineage":["https://openalex.org/I223464139"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","SE"],"is_corresponding":false,"raw_author_name":"Danny Weyns","raw_affiliation_strings":["Katholieke Universiteit Leuven, Belgium, Linnaeus University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven, Belgium, Linnaeus University, Sweden","institution_ids":["https://openalex.org/I223464139","https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083888080","display_name":"Paris Avgeriou","orcid":"https://orcid.org/0000-0002-7101-0754"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Paris Avgeriou","raw_affiliation_strings":["University of Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011374280","display_name":"Radu C\u0103linescu","orcid":"https://orcid.org/0000-0002-2678-9260"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Radu Calinescu","raw_affiliation_strings":["University of York, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of York, UK","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055586939","display_name":"Raffaela Mirandola","orcid":"https://orcid.org/0000-0003-3154-2438"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Raffaela Mirandola","raw_affiliation_strings":["Politecnico di Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058423883","display_name":"Diego P\u00e9rez-Palac\u00edn","orcid":"https://orcid.org/0000-0002-2736-845X"},"institutions":[{"id":"https://openalex.org/I223464139","display_name":"Linnaeus University","ror":"https://ror.org/00j9qag85","country_code":"SE","type":"education","lineage":["https://openalex.org/I223464139"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Diego Perez-Palacin","raw_affiliation_strings":["Linnaeus University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linnaeus University, Sweden","institution_ids":["https://openalex.org/I223464139"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":{"value":559,"currency":"EUR","value_usd":602},"fwci":4.6916,"has_fulltext":true,"cited_by_count":69,"citation_normalized_percentile":{"value":0.95782525,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"15","issue":"4","first_page":"1","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12000","display_name":"Systems Engineering Methodologies and Applications","score":0.953499972820282,"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":0.7470970153808594},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5817967057228088},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"Uncertainty analysis","score":0.5199126601219177},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5185440182685852},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5074226260185242},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.49369367957115173},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.4546317756175995},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4462750554084778},{"id":"https://openalex.org/keywords/complex-adaptive-system","display_name":"Complex adaptive system","score":0.44415906071662903},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.41574758291244507},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.39537742733955383},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32055914402008057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2161407470703125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1328393816947937},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.12850096821784973},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10223227739334106}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7470970153808594},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5817967057228088},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.5199126601219177},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5185440182685852},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5074226260185242},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.49369367957115173},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.4546317756175995},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4462750554084778},{"id":"https://openalex.org/C63108463","wikidata":"https://www.wikidata.org/wiki/Q581233","display_name":"Complex adaptive system","level":2,"score":0.44415906071662903},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.41574758291244507},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.39537742733955383},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32055914402008057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2161407470703125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1328393816947937},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.12850096821784973},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10223227739334106},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1145/3487921","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3487921","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3487921","source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-article"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/57546e7b-20fb-43ea-8de7-4d6924a1fd03","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/57546e7b-20fb-43ea-8de7-4d6924a1fd03","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hezavehi, S M, Weyns, D, Avgeriou, P, Calinescu, R, Mirandola, R & Perez-Palacin, D 2021, 'Uncertainty in Self-adaptive Systems : A Research Community Perspective', ACM Transactions on Autonomous and Adaptive Systems, vol. 15, no. 4, 10. https://doi.org/10.1145/3487921","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/687371","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/687371","pdf_url":null,"source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Acm Transactions On Autonomous And Adaptive Systems, vol. 15 (4), Art.No. 10, (1-36)","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:181868","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.whiterose.ac.uk/id/eprint/181868/1/3487921.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"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":"Article"},{"id":"pmh:oai:pure.rug.nl:openaire/57546e7b-20fb-43ea-8de7-4d6924a1fd03","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/57546e7b-20fb-43ea-8de7-4d6924a1fd03","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hezavehi, S M, Weyns, D, Avgeriou, P, Calinescu, R, Mirandola, R & Perez-Palacin, D 2021, 'Uncertainty in Self-adaptive Systems : A Research Community Perspective', ACM Transactions on Autonomous and Adaptive Systems, vol. 15, no. 4, 10. https://doi.org/10.1145/3487921","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:re.public.polimi.it:11311/1203835","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1203835","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1145/3487921","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3487921","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3487921","source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5017117203","display_name":null,"funder_award_id":"EP/V026747/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3135019689.pdf","grobid_xml":"https://content.openalex.org/works/W3135019689.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W171406816","https://openalex.org/W1520900153","https://openalex.org/W1668140416","https://openalex.org/W1751493675","https://openalex.org/W1819146036","https://openalex.org/W1833911422","https://openalex.org/W1886563687","https://openalex.org/W1913969462","https://openalex.org/W1964137226","https://openalex.org/W1990911977","https://openalex.org/W2018800706","https://openalex.org/W2024376835","https://openalex.org/W2028369901","https://openalex.org/W2032755292","https://openalex.org/W2033406822","https://openalex.org/W2054104130","https://openalex.org/W2060201762","https://openalex.org/W2071616717","https://openalex.org/W2086502833","https://openalex.org/W2120262132","https://openalex.org/W2134716336","https://openalex.org/W2139380319","https://openalex.org/W2148128686","https://openalex.org/W2168867823","https://openalex.org/W2353739181","https://openalex.org/W2482678392","https://openalex.org/W2487350312","https://openalex.org/W2605975693","https://openalex.org/W2608251732","https://openalex.org/W2766913883","https://openalex.org/W2884059452","https://openalex.org/W2886168462","https://openalex.org/W2908077646","https://openalex.org/W2912438158","https://openalex.org/W2963690182","https://openalex.org/W2982200588","https://openalex.org/W3030826109","https://openalex.org/W3090077115","https://openalex.org/W3119830785","https://openalex.org/W3135019689","https://openalex.org/W3141976039","https://openalex.org/W4231339743"],"related_works":["https://openalex.org/W2339969745","https://openalex.org/W2115332011","https://openalex.org/W2971972859","https://openalex.org/W2733514427","https://openalex.org/W4380874101","https://openalex.org/W2474678956","https://openalex.org/W2752751656","https://openalex.org/W2023951924","https://openalex.org/W764576089","https://openalex.org/W3017931041"],"abstract_inverted_index":{"One":[0],"of":[1,15,25,36,45,78,107,128,144,180,188,198,213,226,248,259,277,288],"the":[2,16,23,62,75,79,105,114,126,133,142,148,181,211,224,229,232,249,254,260,322,328],"primary":[3],"drivers":[4],"for":[5,155,234,280],"self-adaptation":[6],"is":[7,30,130,138],"ensuring":[8],"that":[9,256,263,321],"systems":[10,29,72,265],"achieve":[11],"their":[12],"goals":[13],"regardless":[14],"uncertainties":[17],"they":[18],"face":[19],"during":[20],"operation.":[21],"Nevertheless,":[22],"concept":[24,127],"uncertainty":[26,37,69,129,137,173,189,204,214,227,240,293,315,325],"in":[27,70,101,132,141,171,174,192,205,223,242,291,294,297,299,316],"self-adaptive":[28,71,145,175,193,243,264,295,317,341],"still":[31],"insufficiently":[32],"understood.":[33],"Several":[34],"taxonomies":[35,55],"have":[38],"been":[39],"proposed,":[40],"and":[41,56,73,89,109,122,135,167,231,330],"a":[42,95,275,286],"substantial":[43],"body":[44],"work":[46],"exists":[47],"on":[48,66,74,119,153,215,324,340],"methods":[49,57,200],"to":[50,82,158,162,202,238,269,313],"tame":[51],"uncertainty.":[52,84],"Yet,":[53],"these":[54,305],"do":[58],"not":[59],"fully":[60],"convey":[61],"research":[63,121,157,339],"community\u2019s":[64],"perception":[65,88,225],"what":[67],"constitutes":[68],"key":[76,178,246],"characteristics":[77],"approaches":[80,161,279],"needed":[81],"tackle":[83,203],"To":[85],"understand":[86],"this":[87],"learn":[90],"from":[91,327],"it,":[92],"we":[93,103,117,151,307],"conducted":[94],"survey":[96],"comprising":[97],"two":[98],"complementary":[99],"stages":[100],"which":[102],"collected":[104],"views":[106],"54":[108],"51":[110],"participants,":[111],"respectively.":[112],"In":[113,147],"first":[115,182],"stage,":[116,150],"focused":[118,152],"current":[120],"development,":[123],"exploring":[124],"how":[125,136],"understood":[131],"community":[134,230,329],"currently":[139],"handled":[140],"engineering":[143],"systems.":[146,176,244,318,342],"second":[149,250],"directions":[154],"future":[156,338],"identify":[159],"potential":[160,278],"dealing":[163,281],"with":[164,271,282,301],"unanticipated":[165,272,283],"changes":[166],"other":[168],"open":[169,289],"challenges":[170,290],"handling":[172],"The":[177,245],"findings":[179,247],"stage":[183,251],"are:":[184,252],"(a)":[185,253],"an":[186,196,309],"overview":[187,197],"sources":[190],"considered":[191],"systems,":[194,296],"(b)":[195,274],"existing":[199],"used":[201],"concrete":[206],"applications,":[207],"(c)":[208,285],"insights":[209,219,323],"into":[210,220],"impact":[212],"non-functional":[216],"requirements,":[217],"(d)":[218],"different":[221],"opinions":[222],"within":[228],"need":[233],"standardised":[235],"uncertainty-handling":[236],"processes":[237],"facilitate":[239],"management":[241],"insight":[255],"over":[257],"70%":[258],"participants":[261],"believe":[262],"can":[266],"be":[267],"engineered":[268],"cope":[270],"change,":[273,284],"set":[276,287],"mitigating":[292],"particular":[298],"those":[300],"safety-critical":[302],"requirements.":[303],"From":[304],"findings,":[306],"outline":[308],"initial":[310],"reference":[311,333],"process":[312,334],"manage":[314],"We":[319],"anticipate":[320],"obtained":[326],"our":[331],"proposed":[332],"will":[335],"inspire":[336],"valuable":[337]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
