{"id":"https://openalex.org/W7167688155","doi":"https://doi.org/10.1007/978-3-032-30849-8_6","title":"Supporting Bayesian Reasoning to\u00a0Mitigate Over-Reliance in\u00a0AI-Assisted Decision Making","display_name":"Supporting Bayesian Reasoning to\u00a0Mitigate Over-Reliance in\u00a0AI-Assisted Decision Making","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7167688155","doi":"https://doi.org/10.1007/978-3-032-30849-8_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-30849-8_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-30849-8_6","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":"conference-paper","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/A5071400138","display_name":"Daria Mikhaylova","orcid":"https://orcid.org/0000-0002-8853-4669"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daria Mikhaylova","raw_affiliation_strings":["Department of Computer Science, University of Pisa, Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8853-4669","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020097732","display_name":"Tommaso Turchi","orcid":"https://orcid.org/0000-0001-6826-9688"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Turchi","raw_affiliation_strings":["Department of Computer Science, University of Pisa, Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6826-9688","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003521745","display_name":"Gustavo Cevolani","orcid":"https://orcid.org/0000-0001-8770-8877"},"institutions":[{"id":"https://openalex.org/I127077003","display_name":"IMT School for Advanced Studies Lucca","ror":"https://ror.org/035gh3a49","country_code":"IT","type":"education","lineage":["https://openalex.org/I127077003"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gustavo Cevolani","raw_affiliation_strings":["MOMILAB Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8770-8877","affiliations":[{"raw_affiliation_string":"MOMILAB Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy","institution_ids":["https://openalex.org/I127077003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060199482","display_name":"Alessio Malizia","orcid":"https://orcid.org/0000-0002-2601-7009"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Malizia","raw_affiliation_strings":["Department of Computer Science, University of Pisa, Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2601-7009","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071400138"],"corresponding_institution_ids":["https://openalex.org/I108290504"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.92642834,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.36500000953674316,"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":0.36500000953674316,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.1988999992609024,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.1559000015258789,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5640000104904175},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5027999877929688},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4205000102519989},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.41679999232292175},{"id":"https://openalex.org/keywords/fallacy","display_name":"Fallacy","score":0.40369999408721924},{"id":"https://openalex.org/keywords/cognitive-bias","display_name":"Cognitive bias","score":0.39890000224113464},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.362199991941452},{"id":"https://openalex.org/keywords/model-based-reasoning","display_name":"Model-based reasoning","score":0.36070001125335693},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.35179999470710754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8342999815940857},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5640000104904175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5475999712944031},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5027999877929688},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4221000075340271},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4205000102519989},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.41679999232292175},{"id":"https://openalex.org/C2781035248","wikidata":"https://www.wikidata.org/wiki/Q186150","display_name":"Fallacy","level":2,"score":0.40369999408721924},{"id":"https://openalex.org/C189216375","wikidata":"https://www.wikidata.org/wiki/Q1127759","display_name":"Cognitive bias","level":3,"score":0.39890000224113464},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.362199991941452},{"id":"https://openalex.org/C37335422","wikidata":"https://www.wikidata.org/wiki/Q6888134","display_name":"Model-based reasoning","level":3,"score":0.36070001125335693},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.35179999470710754},{"id":"https://openalex.org/C2986342778","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Cognitive systems","level":3,"score":0.33329999446868896},{"id":"https://openalex.org/C115086926","wikidata":"https://www.wikidata.org/wiki/Q17004651","display_name":"Causal reasoning","level":3,"score":0.325300008058548},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.32199999690055847},{"id":"https://openalex.org/C79585631","wikidata":"https://www.wikidata.org/wiki/Q431498","display_name":"Confirmation bias","level":2,"score":0.3183000087738037},{"id":"https://openalex.org/C89288958","wikidata":"https://www.wikidata.org/wiki/Q7301504","display_name":"Reasoning system","level":2,"score":0.3068000078201294},{"id":"https://openalex.org/C113336015","wikidata":"https://www.wikidata.org/wiki/Q574010","display_name":"Complete information","level":2,"score":0.3019999861717224},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.3000999987125397},{"id":"https://openalex.org/C183521366","wikidata":"https://www.wikidata.org/wiki/Q7256422","display_name":"Psychology of reasoning","level":4,"score":0.29670000076293945},{"id":"https://openalex.org/C101112237","wikidata":"https://www.wikidata.org/wiki/Q4874481","display_name":"Bayesian statistics","level":4,"score":0.2883000075817108},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.2815000116825104},{"id":"https://openalex.org/C83725634","wikidata":"https://www.wikidata.org/wiki/Q7268699","display_name":"Qualitative reasoning","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C86827895","wikidata":"https://www.wikidata.org/wiki/Q7098582","display_name":"Opportunistic reasoning","level":4,"score":0.26750001311302185},{"id":"https://openalex.org/C195344581","wikidata":"https://www.wikidata.org/wiki/Q2555318","display_name":"Automated reasoning","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.2587999999523163},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.2556000053882599},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2533000111579895},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-30849-8_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-30849-8_6","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7361233234405518}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1509810813","https://openalex.org/W1902292770","https://openalex.org/W1963486724","https://openalex.org/W1974133193","https://openalex.org/W1978271112","https://openalex.org/W1979004942","https://openalex.org/W1980054641","https://openalex.org/W1990229920","https://openalex.org/W1996728935","https://openalex.org/W2013266033","https://openalex.org/W2020785866","https://openalex.org/W2024575991","https://openalex.org/W2038353186","https://openalex.org/W2040775239","https://openalex.org/W2043787485","https://openalex.org/W2063052894","https://openalex.org/W2081011876","https://openalex.org/W2093834265","https://openalex.org/W2099734055","https://openalex.org/W2110171129","https://openalex.org/W2155859548","https://openalex.org/W2158553842","https://openalex.org/W2806499272","https://openalex.org/W2830189723","https://openalex.org/W2942444880","https://openalex.org/W2981803686","https://openalex.org/W3009244173","https://openalex.org/W3014596384","https://openalex.org/W3093066786","https://openalex.org/W3093684130","https://openalex.org/W3152997756","https://openalex.org/W3158839228","https://openalex.org/W3159250634","https://openalex.org/W3163443091","https://openalex.org/W3193357523","https://openalex.org/W4214677002","https://openalex.org/W4224231641","https://openalex.org/W4224281955","https://openalex.org/W4236362309","https://openalex.org/W4247172179","https://openalex.org/W4292092860","https://openalex.org/W4301958211","https://openalex.org/W4306809523","https://openalex.org/W4308791796","https://openalex.org/W4311559656","https://openalex.org/W4360991389","https://openalex.org/W4362626331","https://openalex.org/W4366547597","https://openalex.org/W4379742368","https://openalex.org/W4385741628","https://openalex.org/W4390655872","https://openalex.org/W4391376044","https://openalex.org/W4393970536","https://openalex.org/W4396218105","https://openalex.org/W4396230888","https://openalex.org/W4396832313","https://openalex.org/W4400386326","https://openalex.org/W4405657183","https://openalex.org/W4406083100","https://openalex.org/W4409364706","https://openalex.org/W4415156592"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-09T00:00:00"}
