{"id":"https://openalex.org/W7125907086","doi":"https://doi.org/10.1109/smc58881.2025.11343354","title":"Explainability-Driven Adaptation: A Collaborative Framework for Autonomous Service Systems","display_name":"Explainability-Driven Adaptation: A Collaborative Framework for Autonomous Service Systems","publication_year":2025,"publication_date":"2025-10-05","ids":{"openalex":"https://openalex.org/W7125907086","doi":"https://doi.org/10.1109/smc58881.2025.11343354"},"language":null,"primary_location":{"id":"doi:10.1109/smc58881.2025.11343354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11343354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5093294047","display_name":"Cao Jiashuo","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cao Jiashuo","raw_affiliation_strings":["Nanjing University,School of Management and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Management and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124144408","display_name":"Yang Haitao","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Haitao","raw_affiliation_strings":["Nanjing University,School of Management and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Management and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103549534","display_name":"Sun Yuxiang","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sun Yuxiang","raw_affiliation_strings":["Nanjing University,School of Management and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Management and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058876161","display_name":"Li HuaXiong","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Huaxiong","raw_affiliation_strings":["Nanjing University,School of Management and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Management and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124148776","display_name":"Zhou Xianzhong","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhou Xianzhong","raw_affiliation_strings":["Nanjing University,School of Management and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Management and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5093294047"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87135869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5439","last_page":"5444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.6489999890327454,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.6489999890327454,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.08969999849796295,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.062199998646974564,"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/adaptation","display_name":"Adaptation (eye)","score":0.4828000068664551},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.44620001316070557},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4429999887943268},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4350999891757965},{"id":"https://openalex.org/keywords/autonomous-system","display_name":"Autonomous system (mathematics)","score":0.42910000681877136},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4068000018596649},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.3898000121116638},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.3411000072956085},{"id":"https://openalex.org/keywords/systems-design","display_name":"Systems design","score":0.3133000135421753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6477000117301941},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4828000068664551},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.44620001316070557},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4429999887943268},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4350999891757965},{"id":"https://openalex.org/C9628104","wikidata":"https://www.wikidata.org/wiki/Q788009","display_name":"Autonomous system (mathematics)","level":2,"score":0.42910000681877136},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4068000018596649},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3898000121116638},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.3411000072956085},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3149000108242035},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.3109999895095825},{"id":"https://openalex.org/C87912763","wikidata":"https://www.wikidata.org/wiki/Q7663737","display_name":"System of systems","level":3,"score":0.30649998784065247},{"id":"https://openalex.org/C114073186","wikidata":"https://www.wikidata.org/wiki/Q2631895","display_name":"Automated planning and scheduling","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.3025999963283539},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.2992999851703644},{"id":"https://openalex.org/C164802487","wikidata":"https://www.wikidata.org/wiki/Q624501","display_name":"Viable system model","level":3,"score":0.29089999198913574},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.28299999237060547},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26489999890327454},{"id":"https://openalex.org/C135302770","wikidata":"https://www.wikidata.org/wiki/Q629132","display_name":"Work systems","level":3,"score":0.259799987077713},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2563999891281128},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc58881.2025.11343354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11343354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1996796871","https://openalex.org/W2145339207","https://openalex.org/W2563312684","https://openalex.org/W2771384842","https://openalex.org/W2892741787","https://openalex.org/W2899455150","https://openalex.org/W2919115771","https://openalex.org/W3127561923","https://openalex.org/W3134103293","https://openalex.org/W3209777177","https://openalex.org/W3209881631","https://openalex.org/W4225937744","https://openalex.org/W4249152644","https://openalex.org/W4294993033","https://openalex.org/W4360995553","https://openalex.org/W4390730431","https://openalex.org/W4393156719","https://openalex.org/W4401179162","https://openalex.org/W4407574534","https://openalex.org/W6922480057"],"related_works":[],"abstract_inverted_index":{"This":[0,76],"paper":[1],"introduces":[2],"a":[3,16,61],"novel":[4],"paradigm":[5],"for":[6,88,94],"building":[7],"trustworthy":[8],"autonomous":[9,83],"systems":[10,84],"through":[11,32,85],"explanation-driven":[12],"adaptation.":[13],"We":[14],"propose":[15],"co-adaptive":[17],"architecture":[18],"where":[19],"black-box":[20],"neural":[21],"policies,":[22],"interpretable":[23],"policy":[24,50],"distillation":[25],"models":[26],"and":[27,73],"explanation":[28,58],"engines":[29],"evolve":[30],"synergistically":[31],"bidirectional":[33],"feedback":[34],"loops.":[35],"The":[36],"framework":[37],"fundamentally":[38],"transforms":[39],"explainability":[40],"from":[41],"passive":[42],"post-analysis":[43],"to":[44],"active":[45],"system":[46],"guidance,":[47],"enabling":[48],"continuous":[49],"optimization":[51],"while":[52],"maintaining":[53],"human-aligned":[54],"transparency.":[55],"By":[56],"embedding":[57],"consistency":[59],"as":[60],"core":[62],"adaptation":[63],"objective,":[64],"our":[65],"approach":[66],"establishes":[67],"dynamic":[68],"equilibrium":[69],"between":[70],"environmental":[71],"responsiveness":[72],"operational":[74],"verifiability.":[75],"work":[77],"advances":[78],"the":[79],"design":[80],"of":[81],"safety-critical":[82],"formalized":[86],"principles":[87],"explainability-guided":[89],"adaptation,":[90],"creating":[91],"new":[92],"pathways":[93],"resilient":[95],"human-machine":[96],"collaboration":[97],"in":[98],"complex":[99],"service":[100],"environments.":[101]},"counts_by_year":[],"updated_date":"2026-01-29T23:17:01.242718","created_date":"2026-01-29T00:00:00"}