{"id":"https://openalex.org/W2395532075","doi":null,"title":"Learning to Explain with ABML.","display_name":"Learning to Explain with ABML.","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2395532075","mag":"2395532075"},"language":"en","primary_location":{"id":"pmh:oai:repozitorij.uni-lj.si:IzpisGradiva.php?id=49383","doi":null,"is_oa":true,"landing_page_url":"https://repozitorij.uni-lj.si/IzpisGradiva.php?id=49383","pdf_url":null,"source":{"id":"https://openalex.org/S4377196268","display_name":"Repository of the University of Ljubljana (University of Ljubljana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I153976015","host_organization_name":"University of Ljubljana","host_organization_lineage":["https://openalex.org/I153976015"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Exact 2010, CEUR workshop proceedings, pp. 1-12, 2010.","raw_type":"info:eu-repo/semantics/publishedVersion"},"volume":null,"type":"conference-paper","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repozitorij.uni-lj.si/IzpisGradiva.php?id=49383","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078854312","display_name":"Martin Mo\u017eina","orcid":"https://orcid.org/0000-0001-6179-7963","observed_orcids":["https://orcid.org/0000-0001-6179-7963"]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Martin Mo\u017eina","raw_affiliation_strings":["University of  Ljubljana"],"raw_orcid":"https://orcid.org/0000-0001-6179-7963","affiliations":[{"raw_affiliation_string":"University of  Ljubljana","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010897042","display_name":"Matej Guid","orcid":"https://orcid.org/0000-0003-0168-905X","observed_orcids":["https://orcid.org/0000-0003-0168-905X"]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Matej Guid","raw_affiliation_strings":["University of Ljubljana, Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014061773","display_name":"Jana Krivec","orcid":"https://orcid.org/0000-0003-4057-3404","observed_orcids":["https://orcid.org/0000-0003-4057-3404"]},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Jana Krivec","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0003-4057-3404","affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408","https://openalex.org/I4210113529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103261444","display_name":"Aleksander Sadikov","orcid":"https://orcid.org/0000-0001-8697-3556","observed_orcids":["https://orcid.org/0000-0001-8697-3556"]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Aleksander Sadikov","raw_affiliation_strings":["University of Ljubljana, Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0001-8697-3556","affiliations":[{"raw_affiliation_string":"University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020641117","display_name":"Ivan Bratko A","orcid":"https://orcid.org/0000-0002-3658-6555","observed_orcids":["https://orcid.org/0000-0002-3658-6555"]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Ivan Bratko","raw_affiliation_strings":["University of Ljubljana, Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-3658-6555","affiliations":[{"raw_affiliation_string":"University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7758,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72568047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9057999849319458,"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":0.9057999849319458,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.03849999979138374,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.010499999858438969,"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/explainable-machine-learning","display_name":"explainable machine learning","score":0.8140000104904175},{"id":"https://openalex.org/keywords/model-explanation","display_name":"model explanation","score":0.35600000619888306},{"id":"https://openalex.org/keywords/chess","display_name":"chess","score":0.47099998593330383},{"id":"https://openalex.org/keywords/explanation-consistency","display_name":"explanation consistency","score":0.367000013589859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7865160703659058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.659740686416626},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.6419753432273865},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6078764200210571},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5635290145874023},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5623635649681091},{"id":"https://openalex.org/C24138899","wikidata":"https://www.wikidata.org/wiki/Q17141258","display_name":"Instance-based learning","level":3,"score":0.45440903306007385},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.31951066851615906},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.11470645666122437},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:repozitorij.uni-lj.si:IzpisGradiva.php?id=49383","doi":null,"is_oa":true,"landing_page_url":"https://repozitorij.uni-lj.si/IzpisGradiva.php?id=49383","pdf_url":null,"source":{"id":"https://openalex.org/S4377196268","display_name":"Repository of the University of Ljubljana (University of Ljubljana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I153976015","host_organization_name":"University of Ljubljana","host_organization_lineage":["https://openalex.org/I153976015"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Exact 2010, CEUR workshop proceedings, pp. 1-12, 2010.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"mag:2395532075","doi":null,"is_oa":false,"landing_page_url":"http://ailab.si/matej/doc/Learning_to_Explain_with_ABML.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306418402","display_name":"Explanation-aware Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Explanation-aware Computing","raw_type":null}],"best_oa_location":{"id":"pmh:oai:repozitorij.uni-lj.si:IzpisGradiva.php?id=49383","doi":null,"is_oa":true,"landing_page_url":"https://repozitorij.uni-lj.si/IzpisGradiva.php?id=49383","pdf_url":null,"source":{"id":"https://openalex.org/S4377196268","display_name":"Repository of the University of Ljubljana (University of Ljubljana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I153976015","host_organization_name":"University of Ljubljana","host_organization_lineage":["https://openalex.org/I153976015"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Exact 2010, CEUR workshop proceedings, pp. 1-12, 2010.","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W113598710","https://openalex.org/W1496347545","https://openalex.org/W1499435703","https://openalex.org/W1520535828","https://openalex.org/W1539601083","https://openalex.org/W1927345150","https://openalex.org/W1965944404","https://openalex.org/W1989847651","https://openalex.org/W2018387902","https://openalex.org/W2072281907","https://openalex.org/W2180885055","https://openalex.org/W2579108961","https://openalex.org/W2914991008"],"related_works":["https://openalex.org/W1965944404","https://openalex.org/W7098225873","https://openalex.org/W1531681068","https://openalex.org/W3093478780","https://openalex.org/W2805897895","https://openalex.org/W4387830584","https://openalex.org/W77349232","https://openalex.org/W3165170027","https://openalex.org/W2606179177","https://openalex.org/W4366307865"],"abstract_inverted_index":{"The":[0,104,125],"main":[1],"advantage":[2],"of":[3,61,110,118,128],"machine":[4,64,75],"learning":[5,65,76,95,113],"algorithms":[6],"that":[7,28,92],"learn":[8,89],"simple":[9],"symbolic":[10],"models":[11,40],"is":[12,25,86,98,135],"in":[13,53,143],"their":[14,21],"capability":[15],"to":[16,44,67,88,112],"trivially":[17],"provide":[18],"justifications":[19,30],"for":[20,132],"decisions.":[22],"However,":[23],"there":[24],"no":[26],"guarantee":[27],"these":[29],"will":[31,140],"be":[32,141],"understood":[33],"by":[34,80],"experts":[35,47],"and":[36,97],"other":[37],"users.":[38],"Induced":[39],"are":[41],"often":[42],"strange":[43],"the":[45,51,59,101,122,129],"domain":[46,81],"as":[48,138],"they":[49],"understand":[50],"problem":[52],"a":[54,90,114,144],"different":[55],"way.":[56],"We":[57],"suggest":[58],"use":[60],"argument":[62],"based":[63],"(ABML)":[66],"deal":[68],"with":[69,77,100],"this":[70,133],"problem.":[71],"This":[72],"approach":[73],"combines":[74],"explanations":[78],"provided":[79,102],"experts.":[82],"An":[83],"ABML":[84,111],"method":[85],"required":[87],"model":[91,131],"correctly":[93],"predicts":[94],"examples":[96],"consistent":[99],"explanations.":[103],"present":[105],"paper":[106],"describes":[107],"an":[108,119],"application":[109],"complex":[115],"chess":[116,145],"concept":[117,134],"attack":[120],"on":[121],"castled":[123],"king.":[124],"explanation":[126],"power":[127],"learned":[130],"especially":[136],"important,":[137],"it":[139],"used":[142],"tutoring":[146],"application.":[147]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-22T18:32:59.640997","created_date":"2016-06-24T00:00:00"}
