{"id":"https:\/\/openalex.org\/W4313547571","doi":"https:\/\/doi.org\/10.1145\/3551349.3559552","title":"XSA: eXplainable Self-Adaptation","display_name":"XSA: eXplainable Self-Adaptation","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https:\/\/openalex.org\/W4313547571","doi":"https:\/\/doi.org\/10.1145\/3551349.3559552"},"language":"en","primary_location":{"id":"doi:10.1145\/3551349.3559552","is_oa":true,"landing_page_url":"https:\/\/doi.org\/10.1145\/3551349.3559552","pdf_url":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3551349.3559552","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th IEEE\/ACM International Conference on Automated Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3551349.3559552","any_repository_has_fulltext":null},"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, Italy"],"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Italy","institution_ids":["https:\/\/openalex.org\/I171543936"]}]},{"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"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Italy","institution_ids":["https:\/\/openalex.org\/I93860229"]}]},{"author_position":"last","author":{"id":"https:\/\/openalex.org\/A5064186815","display_name":"Patrizia Scandurra","orcid":"https:\/\/orcid.org\/0000-0002-9209-3624"},"institutions":[{"id":"https:\/\/openalex.org\/I11039511","display_name":"University of Bergamo","ror":"https:\/\/ror.org\/02mbd5571","country_code":"IT","type":"education","lineage":["https:\/\/openalex.org\/I11039511"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Patrizia Scandurra","raw_affiliation_strings":["University of Bergamo, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bergamo, Italy","institution_ids":["https:\/\/openalex.org\/I11039511"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https:\/\/openalex.org\/A5068010595"],"corresponding_institution_ids":["https:\/\/openalex.org\/I171543936"],"apc_list":null,"apc_paid":null,"fwci":8.9009,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.97194355,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https:\/\/openalex.org\/T11986","display_name":"Scientific Computing and Data Management","score":0.9929999709129333,"subfield":{"id":"https:\/\/openalex.org\/subfields\/1802","display_name":"Information Systems and Management"},"field":{"id":"https:\/\/openalex.org\/fields\/18","display_name":"Decision Sciences"},"domain":{"id":"https:\/\/openalex.org\/domains\/2","display_name":"Social Sciences"}},"topics":[{"id":"https:\/\/openalex.org\/T11986","display_name":"Scientific Computing and Data Management","score":0.9929999709129333,"subfield":{"id":"https:\/\/openalex.org\/subfields\/1802","display_name":"Information Systems and Management"},"field":{"id":"https:\/\/openalex.org\/fields\/18","display_name":"Decision Sciences"},"domain":{"id":"https:\/\/openalex.org\/domains\/2","display_name":"Social Sciences"}},{"id":"https:\/\/openalex.org\/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9872999787330627,"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\/T12127","display_name":"Software System Performance and Reliability","score":0.9861999750137329,"subfield":{"id":"https:\/\/openalex.org\/subfields\/1705","display_name":"Computer Networks and Communications"},"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\/adaptation","display_name":"Adaptation (eye)","score":0.7901259064674377},{"id":"https:\/\/openalex.org\/keywords\/computer-science","display_name":"Computer science","score":0.7468329668045044},{"id":"https:\/\/openalex.org\/keywords\/transparency","display_name":"Transparency (behavior)","score":0.7216824889183044},{"id":"https:\/\/openalex.org\/keywords\/domain-adaptation","display_name":"Domain adaptation","score":0.6692478656768799},{"id":"https:\/\/openalex.org\/keywords\/artificial-intelligence","display_name":"Artificial intelligence","score":0.6093182563781738},{"id":"https:\/\/openalex.org\/keywords\/process","display_name":"Process (computing)","score":0.5930342078208923},{"id":"https:\/\/openalex.org\/keywords\/black-box","display_name":"Black box","score":0.5414462685585022},{"id":"https:\/\/openalex.org\/keywords\/robotics","display_name":"Robotics","score":0.5107433795928955},{"id":"https:\/\/openalex.org\/keywords\/domain","display_name":"Domain (mathematical analysis)","score":0.5056943893432617},{"id":"https:\/\/openalex.org\/keywords\/trace","display_name":"TRACE (psycholinguistics)","score":0.4592558741569519},{"id":"https:\/\/openalex.org\/keywords\/robot","display_name":"Robot","score":0.45060279965400696},{"id":"https:\/\/openalex.org\/keywords\/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4367510676383972},{"id":"https:\/\/openalex.org\/keywords\/machine-learning","display_name":"Machine learning","score":0.3275519609451294},{"id":"https:\/\/openalex.org\/keywords\/computer-security","display_name":"Computer security","score":0.13699615001678467}],"concepts":[{"id":"https:\/\/openalex.org\/C139807058","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7901259064674377},{"id":"https:\/\/openalex.org\/C41008148","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q21198","display_name":"Computer science","level":0,"score":0.7468329668045044},{"id":"https:\/\/openalex.org\/C2780233690","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7216824889183044},{"id":"https:\/\/openalex.org\/C2776434776","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6692478656768799},{"id":"https:\/\/openalex.org\/C154945302","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6093182563781738},{"id":"https:\/\/openalex.org\/C98045186","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q205663","display_name":"Process (computing)","level":2,"score":0.5930342078208923},{"id":"https:\/\/openalex.org\/C94966114","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q29256","display_name":"Black box","level":2,"score":0.5414462685585022},{"id":"https:\/\/openalex.org\/C34413123","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q170978","display_name":"Robotics","level":3,"score":0.5107433795928955},{"id":"https:\/\/openalex.org\/C36503486","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5056943893432617},{"id":"https:\/\/openalex.org\/C75291252","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.4592558741569519},{"id":"https:\/\/openalex.org\/C90509273","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q11012","display_name":"Robot","level":2,"score":0.45060279965400696},{"id":"https:\/\/openalex.org\/C107457646","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4367510676383972},{"id":"https:\/\/openalex.org\/C119857082","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q2539","display_name":"Machine learning","level":1,"score":0.3275519609451294},{"id":"https:\/\/openalex.org\/C38652104","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q3510521","display_name":"Computer security","level":1,"score":0.13699615001678467},{"id":"https:\/\/openalex.org\/C111919701","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q9135","display_name":"Operating system","level":1,"score":0},{"id":"https:\/\/openalex.org\/C95623464","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q1096149","display_name":"Classifier (UML)","level":2,"score":0},{"id":"https:\/\/openalex.org\/C33923547","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q395","display_name":"Mathematics","level":0,"score":0},{"id":"https:\/\/openalex.org\/C121332964","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q413","display_name":"Physics","level":0,"score":0},{"id":"https:\/\/openalex.org\/C138885662","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q5891","display_name":"Philosophy","level":0,"score":0},{"id":"https:\/\/openalex.org\/C41895202","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q8162","display_name":"Linguistics","level":1,"score":0},{"id":"https:\/\/openalex.org\/C120665830","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q14620","display_name":"Optics","level":1,"score":0},{"id":"https:\/\/openalex.org\/C134306372","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q7754","display_name":"Mathematical analysis","level":1,"score":0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145\/3551349.3559552","is_oa":true,"landing_page_url":"https:\/\/doi.org\/10.1145\/3551349.3559552","pdf_url":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3551349.3559552","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th IEEE\/ACM International Conference on Automated Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:aisberg.unibg.it:10446\/235970","is_oa":false,"landing_page_url":"https:\/\/hdl.handle.net\/10446\/235970","pdf_url":null,"source":{"id":"https:\/\/openalex.org\/S4377196347","display_name":"Aisberg (University of Bergamo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https:\/\/openalex.org\/I11039511","host_organization_name":"University of Bergamo","host_organization_lineage":["https:\/\/openalex.org\/I11039511"],"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":"info:eu-repo\/semantics\/conferenceObject"},{"id":"pmh:oai:re.public.polimi.it:11311\/1230251","is_oa":false,"landing_page_url":"https:\/\/hdl.handle.net\/11311\/1230251","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo\/semantics\/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145\/3551349.3559552","is_oa":true,"landing_page_url":"https:\/\/doi.org\/10.1145\/3551349.3559552","pdf_url":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3551349.3559552","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th IEEE\/ACM International Conference on Automated Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https:\/\/content.openalex.org\/works\/W4313547571.pdf","grobid_xml":"https:\/\/content.openalex.org\/works\/W4313547571.grobid-xml"},"referenced_works_count":25,"referenced_works":["https:\/\/openalex.org\/W1678356000","https:\/\/openalex.org\/W1886563687","https:\/\/openalex.org\/W1990911977","https:\/\/openalex.org\/W2018538061","https:\/\/openalex.org\/W2076063813","https:\/\/openalex.org\/W2149298154","https:\/\/openalex.org\/W2282821441","https:\/\/openalex.org\/W2742532491","https:\/\/openalex.org\/W2990167570","https:\/\/openalex.org\/W3031726059","https:\/\/openalex.org\/W3087828736","https:\/\/openalex.org\/W3093556890","https:\/\/openalex.org\/W3094413969","https:\/\/openalex.org\/W3129147645","https:\/\/openalex.org\/W3134103293","https:\/\/openalex.org\/W3174938204","https:\/\/openalex.org\/W3195613501","https:\/\/openalex.org\/W3201582965","https:\/\/openalex.org\/W4200359383","https:\/\/openalex.org\/W4205227369","https:\/\/openalex.org\/W4205601502","https:\/\/openalex.org\/W4206503879","https:\/\/openalex.org\/W4206705953","https:\/\/openalex.org\/W4291722475","https:\/\/openalex.org\/W4291722496"],"related_works":["https:\/\/openalex.org\/W3081288631","https:\/\/openalex.org\/W3152382318","https:\/\/openalex.org\/W3004686567","https:\/\/openalex.org\/W2738656338","https:\/\/openalex.org\/W2603787370","https:\/\/openalex.org\/W2555400967","https:\/\/openalex.org\/W3214759741","https:\/\/openalex.org\/W3174876210","https:\/\/openalex.org\/W2388458847","https:\/\/openalex.org\/W2543101158"],"abstract_inverted_index":{"Self-adaptive":[0],"systems":[1],"increasingly":[2],"rely":[3],"on":[4,38,77],"machine":[5],"learning":[6],"techniques":[7],"as":[8,33,35],"black-box":[9],"models":[10],"to":[11,43,50,55],"make":[12],"decisions":[13],"even":[14],"when":[15],"the":[16,27,39,48,82],"target":[17],"world":[18],"of":[19,26,29,66],"interest":[20],"includes":[21],"uncertainty":[22],"and":[23,85,97],"unknowns.":[24],"Because":[25],"lack":[28],"transparency,":[30],"adaptation":[31],"decisions,":[32],"well":[34],"their":[36],"effect":[37],"world,":[40],"are":[41],"hard":[42],"explain.":[44],"This":[45],"often":[46],"hinders":[47],"ability":[49],"trace":[51],"unsuccessful":[52,98],"adaptations":[53,99],"back":[54],"understandable":[56],"root":[57],"causes.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62],"introduce":[63],"our":[64,71,75],"vision":[65,72],"explainable":[67],"self-adaptation.":[68],"We":[69],"demonstrate":[70],"by":[73,86],"instantiating":[74],"ideas":[76],"a":[78],"running":[79],"example":[80],"in":[81,100],"robotics":[83],"domain":[84],"showing":[87],"an":[88],"automated":[89],"proof-of-concept":[90],"process":[91],"providing":[92],"human-understandable":[93],"explanations":[94],"for":[95],"successful":[96],"critical":[101],"scenarios.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2023-01-06T00:00:00"}