{"id":"https://openalex.org/W2912429934","doi":"https://doi.org/10.5591/978-1-57735-516-8/ijcai11-174","title":"Causal learnability","display_name":"Causal learnability","publication_year":2011,"publication_date":"2011-07-16","ids":{"openalex":"https://openalex.org/W2912429934","doi":"https://doi.org/10.5591/978-1-57735-516-8/ijcai11-174","mag":"2912429934"},"language":"en","primary_location":{"id":"pmh:oai:kypseli.ouc.ac.cy:11128/8090","is_oa":false,"landing_page_url":"https://kypseli.ouc.ac.cy/handle/11128/8090","pdf_url":null,"source":{"id":"https://openalex.org/S7407060617","display_name":"Kypseli","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59746437","host_organization_name":"Open University of Cyprus","host_organization_lineage":["https://openalex.org/I59746437"],"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"},"type":"conference-paper","indexed_in":[],"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/A5002765890","display_name":"Loizos Michael","orcid":null},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Loizos Michael","raw_affiliation_strings":["Open University of Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Open University of Cyprus","institution_ids":["https://openalex.org/I59746437"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002765890"],"corresponding_institution_ids":["https://openalex.org/I59746437"],"apc_list":null,"apc_paid":null,"fwci":1.6279,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.85524886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1014","last_page":"1020"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9891999959945679,"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/learnability","display_name":"Learnability","score":0.934852123260498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7294894456863403},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5909036993980408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5845797061920166},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.562107264995575},{"id":"https://openalex.org/keywords/action-learning","display_name":"Action learning","score":0.4697425961494446},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4378730356693268},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4144437909126282},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32915836572647095},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09912961721420288},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0947641134262085}],"concepts":[{"id":"https://openalex.org/C2777723229","wikidata":"https://www.wikidata.org/wiki/Q4367921","display_name":"Learnability","level":2,"score":0.934852123260498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7294894456863403},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5909036993980408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5845797061920166},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.562107264995575},{"id":"https://openalex.org/C183759332","wikidata":"https://www.wikidata.org/wiki/Q343680","display_name":"Action learning","level":4,"score":0.4697425961494446},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4378730356693268},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4144437909126282},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32915836572647095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09912961721420288},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0947641134262085},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.0},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","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}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:kypseli.ouc.ac.cy:11128/8090","is_oa":false,"landing_page_url":"https://kypseli.ouc.ac.cy/handle/11128/8090","pdf_url":null,"source":{"id":"https://openalex.org/S7407060617","display_name":"Kypseli","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59746437","host_organization_name":"Open University of Cyprus","host_organization_lineage":["https://openalex.org/I59746437"],"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"},{"id":"mag:2912429934","is_oa":false,"landing_page_url":"http://dl.acm.org/citation.cfm?id=2283567","pdf_url":null,"source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":null,"raw_source_name":"International Joint Conference on Artificial Intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W148856602","https://openalex.org/W193597327","https://openalex.org/W1492321038","https://openalex.org/W1520252399","https://openalex.org/W1593637886","https://openalex.org/W1879553348","https://openalex.org/W1890624015","https://openalex.org/W1995897489","https://openalex.org/W1996389440","https://openalex.org/W2019363670","https://openalex.org/W2033493462","https://openalex.org/W2040884411","https://openalex.org/W2052908243","https://openalex.org/W2088390444","https://openalex.org/W2138162238","https://openalex.org/W2139709458","https://openalex.org/W2150384446","https://openalex.org/W2402164185","https://openalex.org/W2428981601","https://openalex.org/W2949238434"],"related_works":["https://openalex.org/W26040057","https://openalex.org/W2150384446","https://openalex.org/W2019363670","https://openalex.org/W1574923344","https://openalex.org/W2914851020","https://openalex.org/W2160571102","https://openalex.org/W2104256533","https://openalex.org/W2104126268","https://openalex.org/W2932075841","https://openalex.org/W1519539863","https://openalex.org/W3131852878","https://openalex.org/W3092535550","https://openalex.org/W3033065426","https://openalex.org/W2798370388","https://openalex.org/W2883343497","https://openalex.org/W2998135952","https://openalex.org/W2809134166","https://openalex.org/W2972522277","https://openalex.org/W575449521","https://openalex.org/W2288623399"],"abstract_inverted_index":{"The":[0,42],"ability":[1,37],"to":[2,75],"predict,":[3],"or":[4,99],"at":[5],"least":[6],"recognize,":[7],"the":[8,11,63,93,104],"state":[9],"of":[10,22,65,92],"world":[12],"that":[13,48,110],"an":[14,66],"action":[15],"brings":[16],"about,":[17],"is":[18,98,100,121],"a":[19,28,55,89],"central":[20,52],"feature":[21],"autonomous":[23],"agents.":[24],"We":[25,84],"propose,":[26],"herein,":[27],"formal":[29],"framework":[30,43],"within":[31],"which":[32,96],"we":[33,49,111,113],"investigate":[34],"whether":[35],"this":[36,87],"can":[38],"be":[39,76],"autonomously":[40],"learned.":[41],"makes":[44],"explicit":[45],"certain":[46],"premises":[47],"contend":[50],"are":[51],"in":[53,79,86],"such":[54],"learning":[56,97,120],"task:":[57],"(i)":[58],"slow":[59],"sensors":[60],"may":[61],"prevent":[62],"sensing":[64],"action's":[67],"direct":[68],"effects":[69],"during":[70],"learning;":[71],"(ii)":[72],"predictions":[73],"need":[74],"made":[77],"reliably":[78],"future":[80],"and":[81,123],"novel":[82],"situations.":[83],"initiate":[85],"work":[88],"thorough":[90],"investigation":[91],"conditions":[94],"under":[95],"not":[101],"feasible.":[102],"Despite":[103],"very":[105],"strong":[106],"negative":[107],"learnability":[108],"results":[109],"obtain,":[112],"also":[114],"identify":[115],"interesting":[116],"special":[117],"cases":[118],"where":[119],"feasible":[122],"useful.":[124]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
