{"id":"https://openalex.org/W4400484861","doi":"https://doi.org/10.1145/3664646.3676275","title":"AI-Based Digital Twins: A Tale of Innovation in Norwegian Public Sectors (Invited Talk)","display_name":"AI-Based Digital Twins: A Tale of Innovation in Norwegian Public Sectors (Invited Talk)","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4400484861","doi":"https://doi.org/10.1145/3664646.3676275"},"language":"en","primary_location":{"id":"doi:10.1145/3664646.3676275","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664646.3676275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM International Conference on AI-Powered Software","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/A5076142098","display_name":"Shaukat Ali","orcid":"https://orcid.org/0000-0002-9979-3519"},"institutions":[{"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":true,"raw_author_name":"Shaukat Ali","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0002-9979-3519","affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5076142098"],"corresponding_institution_ids":["https://openalex.org/I2799829267"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13370277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9907000064849854,"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"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9907000064849854,"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"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9126999974250793,"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/T12594","display_name":"Collaboration in agile enterprises","score":0.9034000039100647,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/norwegian","display_name":"Norwegian","score":0.8961743116378784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4988064765930176}],"concepts":[{"id":"https://openalex.org/C63428231","wikidata":"https://www.wikidata.org/wiki/Q9043","display_name":"Norwegian","level":2,"score":0.8961743116378784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4988064765930176},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3664646.3676275","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664646.3676275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM International Conference on AI-Powered Software","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2061564463","https://openalex.org/W2127095710","https://openalex.org/W2512753411","https://openalex.org/W2060399824","https://openalex.org/W2028240842","https://openalex.org/W1972562838","https://openalex.org/W2325410321","https://openalex.org/W3101822383"],"abstract_inverted_index":{"Digital":[0],"twins,":[1],"often":[2],"called":[3],"\u201cvirtual":[4],"replicas\u201d":[5],"of":[6,48,105,163,174,182,226,255,285],"their":[7,15,260],"underlying":[8],"systems,":[9,94,137],"enable":[10],"advanced":[11,192,214],"system":[12,133],"analyses":[13],"during":[14],"design,":[16],"development,":[17],"and":[18,110,114,118,126,142,190,220,259,279,293,299],"operation.":[19],"This":[20],"talk":[21,230],"will":[22,231,250,270],"cover":[23],"how":[24],"we":[25,30,150,206,236,249,269],"utilized":[26],"digital":[27,152,209,227,241,257,286,297,303],"twins":[28,153,242,258,298,304],"that":[29,235],"built":[31,151,208],"with":[32,67,84,128,154,172,213],"artificial":[33],"intelligence":[34],"techniques":[35,156,216],"in":[36,40,179],"two":[37,41],"real-world":[38],"applications":[39],"Norwegian":[42],"public":[43],"sectors":[44],"for":[45,120,222],"quality":[46],"assurance":[47],"the":[49,60,102,180,196,223,252,256,265,272,283,296],"healthcare":[50,63,74],"services":[51,75],"they":[52],"provide":[53],"to":[54,76,160,166,194,245,282,289,301],"residents.":[55],"The":[56,98,229],"first":[57],"case":[58,100,181],"concerns":[59,101,292],"Oslo":[61,183],"City":[62],"department,":[64],"which,":[65],"together":[66],"several":[68],"industrial":[69,86],"vendors,":[70],"provides":[71],"various":[72,121,233],"IoT-based":[73],"its":[77],"residents,":[78],"such":[79,177,240],"as":[80,178],"patients'":[81],"home":[82],"care":[83],"an":[85],"IoT":[87],"platform":[88],"connecting":[89,134],"diverse":[90,135,175],"medical":[91,139],"devices,":[92,176],"information":[93],"hospitals,":[95,141],"pharmacies,":[96],"etc.":[97],"second":[99],"Cancer":[103],"Registry":[104],"Norway":[106],"(CRN),":[107],"which":[108],"collects":[109],"processes":[111],"cancer-related":[112],"data":[113,117,186,290],"produces":[115],"relevant":[116],"statistics":[119],"stakeholders":[122],"(e.g.,":[123,157,217,243],"patients,":[124],"government,":[125],"researchers)":[127],"a":[129],"complex":[130],"socio-technical":[131],"software":[132,145],"external":[136],"e.g.,":[138],"laboratories,":[140],"general":[143],"practitioners\u2019":[144],"systems.":[146],"For":[147],"both":[148],"cases,":[149],"AI-based":[155],"neural":[158],"networks)":[159],"build":[161],"replicas":[162],"these":[164,201],"systems":[165,202],"support":[167],"automated":[168],"testing":[169],"at":[170,188],"scale":[171],"thousands":[173],"City,":[184],"supporting":[185],"validation":[187],"CRN":[189],"running":[191],"simulations":[193],"test":[195],"system.":[197],"In":[198],"addition,":[199],"since":[200],"undergo":[203],"continuous":[204],"evolution,":[205],"also":[207],"twin":[210],"evolution":[211,225,261],"approaches":[212,300],"AI":[215],"transfer":[218],"learning":[219],"meta-learning)":[221],"cost-effective":[224],"twins.":[228,287],"present":[232,251,271],"challenges":[234],"faced":[237],"when":[238],"developing":[239],"related":[244,281],"personal":[246],"data).":[247],"Next,":[248],"technical":[253,277],"details":[254],"approaches,":[262],"followed":[263],"by":[264],"key":[266],"results.":[267],"Finally,":[268],"ongoing":[273],"work,":[274],"further":[275],"research,":[276],"challenges,":[278],"issues":[280],"deployment":[284],"Due":[288],"privacy":[291],"confidentiality":[294],"agreements,":[295],"building":[302],"have":[305],"not":[306],"been":[307],"publicly":[308],"released.":[309]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}