{"id":"https://openalex.org/W3140613280","doi":"https://doi.org/10.1007/978-3-030-73128-1_9","title":"Risk-Driven Compliance Assurance for Collaborative AI Systems: A Vision Paper","display_name":"Risk-Driven Compliance Assurance for Collaborative AI Systems: A Vision Paper","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3140613280","doi":"https://doi.org/10.1007/978-3-030-73128-1_9","mag":"3140613280"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-73128-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-73128-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://link.springer.com/chapter/10.1007/978-3-030-73128-1_9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068010595","display_name":"Matteo Camilli","orcid":"https://orcid.org/0000-0003-2491-5267"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Matteo Camilli","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055476405","display_name":"Michael Felderer","orcid":"https://orcid.org/0000-0003-3818-4442"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Felderer","raw_affiliation_strings":["University of Innsbruck, Innsbruck, Austria"],"affiliations":[{"raw_affiliation_string":"University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062662374","display_name":"Andrea Giusti","orcid":"https://orcid.org/0000-0003-1275-8161"},"institutions":[{"id":"https://openalex.org/I4210104565","display_name":"Fraunhofer Italia Research","ror":"https://ror.org/015hz7767","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210104565","https://openalex.org/I4923324"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Giusti","raw_affiliation_strings":["Fraunhofer Italia Research, Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Italia Research, Bolzano, Italy","institution_ids":["https://openalex.org/I4210104565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074201673","display_name":"Dominik T. Matt","orcid":"https://orcid.org/0000-0002-2365-7529"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]},{"id":"https://openalex.org/I4210104565","display_name":"Fraunhofer Italia Research","ror":"https://ror.org/015hz7767","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210104565","https://openalex.org/I4923324"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dominik Tobias Matt","raw_affiliation_strings":["Fraunhofer Italia Research, Bolzano, Italy","Free University of Bozen-Bolzano, Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Italia Research, Bolzano, Italy","institution_ids":["https://openalex.org/I4210104565"]},{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080392444","display_name":"Anna Perini","orcid":"https://orcid.org/0000-0001-8818-6476"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Anna Perini","raw_affiliation_strings":["Fondazione Bruno Kessler (FBK), Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler (FBK), Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014354355","display_name":"Barbara Russo","orcid":"https://orcid.org/0000-0003-3737-9264"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Barbara Russo","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021820623","display_name":"Angelo Susi","orcid":"https://orcid.org/0000-0002-5026-7462"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Susi","raw_affiliation_strings":["Fondazione Bruno Kessler (FBK), Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler (FBK), Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5068010595"],"corresponding_institution_ids":["https://openalex.org/I171543936"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":10.6126,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98695652,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13295","display_name":"Safety Systems Engineering in Autonomy","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T13295","display_name":"Safety Systems Engineering in Autonomy","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9839000105857849,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6638389825820923},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.6469759345054626},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6052826046943665},{"id":"https://openalex.org/keywords/collaborative-engineering","display_name":"Collaborative engineering","score":0.5804916024208069},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5358828902244568},{"id":"https://openalex.org/keywords/requirements-engineering","display_name":"Requirements engineering","score":0.5078955292701721},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.483859658241272},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.4740963876247406},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.4434250593185425},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4326443076133728},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4022692143917084},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3538380265235901},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.32375165820121765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22146478295326233},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.19282746315002441},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1871914267539978},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.0841139554977417}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6638389825820923},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.6469759345054626},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6052826046943665},{"id":"https://openalex.org/C2780595565","wikidata":"https://www.wikidata.org/wiki/Q5145833","display_name":"Collaborative engineering","level":3,"score":0.5804916024208069},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5358828902244568},{"id":"https://openalex.org/C6604083","wikidata":"https://www.wikidata.org/wiki/Q376937","display_name":"Requirements engineering","level":3,"score":0.5078955292701721},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.483859658241272},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.4740963876247406},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.4434250593185425},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4326443076133728},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4022692143917084},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3538380265235901},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.32375165820121765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22146478295326233},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.19282746315002441},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1871914267539978},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0841139554977417},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2778618615","wikidata":"https://www.wikidata.org/wiki/Q4008393","display_name":"External quality assessment","level":2,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-73128-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-73128-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:alma.39UBZ_INST:11266758680001241","is_oa":true,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-030-73128-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:fraunhofer.de:N-637702","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-637702.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer Italia","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/411654","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/411654","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"}],"best_oa_location":{"id":"pmh:oai:alma.39UBZ_INST:11266758680001241","is_oa":true,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-030-73128-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2017196860","https://openalex.org/W2139735278","https://openalex.org/W2172184261","https://openalex.org/W2500624988","https://openalex.org/W2551817479","https://openalex.org/W2802975142","https://openalex.org/W2944221325","https://openalex.org/W2948896623","https://openalex.org/W2964759459","https://openalex.org/W2965660219","https://openalex.org/W2968356825","https://openalex.org/W2996355630","https://openalex.org/W3085737849","https://openalex.org/W3092011919","https://openalex.org/W3092468424","https://openalex.org/W6700247210"],"related_works":["https://openalex.org/W11269544","https://openalex.org/W4389096689","https://openalex.org/W2058432184","https://openalex.org/W2371550624","https://openalex.org/W1481851336","https://openalex.org/W1967694351","https://openalex.org/W1920574763","https://openalex.org/W1498080410","https://openalex.org/W2512714094","https://openalex.org/W1615544664"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
