{"id":"https://openalex.org/W2473542931","doi":"https://doi.org/10.1080/0952813x.2016.1198934","title":"Dual PECCS: a cognitive system for conceptual representation and categorization","display_name":"Dual PECCS: a cognitive system for conceptual representation and categorization","publication_year":2016,"publication_date":"2016-06-25","ids":{"openalex":"https://openalex.org/W2473542931","doi":"https://doi.org/10.1080/0952813x.2016.1198934","mag":"2473542931"},"language":"en","primary_location":{"id":"doi:10.1080/0952813x.2016.1198934","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2016.1198934","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental & Theoretical Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2318/1603656","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033602352","display_name":"Antonio Lieto","orcid":"https://orcid.org/0000-0002-8323-8764"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio Lieto","raw_affiliation_strings":["Dipartimento di Informatica, University of Turin, Turin, Italy.; ICAR-CNR, Palermo, Italy","ICAR-CNR, Palermo, Italy","Dipartimento di Informatica, University of Turin, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, University of Turin, Turin, Italy.; ICAR-CNR, Palermo, Italy","institution_ids":[]},{"raw_affiliation_string":"ICAR-CNR, Palermo, Italy","institution_ids":[]},{"raw_affiliation_string":"Dipartimento di Informatica, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006446756","display_name":"Daniele P. Radicioni","orcid":"https://orcid.org/0000-0003-0443-7720"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele P. Radicioni","raw_affiliation_strings":["Dipartimento di Informatica, University of Turin, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069190610","display_name":"Valentina Rho","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina Rho","raw_affiliation_strings":["Dipartimento di Informatica, University of Turin, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033602352"],"corresponding_institution_ids":["https://openalex.org/I55143463"],"apc_list":null,"apc_paid":null,"fwci":18.111,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.99175607,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"29","issue":"2","first_page":"433","last_page":"452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9872000217437744,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9872000217437744,"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/T10028","display_name":"Topic Modeling","score":0.9749000072479248,"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/T12090","display_name":"Language and cultural evolution","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.8998802900314331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7877098917961121},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6391689777374268},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5693380236625671},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5359652042388916},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5129477381706238},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.4766619801521301},{"id":"https://openalex.org/keywords/cognitive-architecture","display_name":"Cognitive architecture","score":0.4606805443763733},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35467422008514404},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14118248224258423}],"concepts":[{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8998802900314331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7877098917961121},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6391689777374268},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5693380236625671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5359652042388916},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5129477381706238},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.4766619801521301},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.4606805443763733},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35467422008514404},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14118248224258423},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/0952813x.2016.1198934","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2016.1198934","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental & Theoretical Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:iris.unito.it:2318/1603656","is_oa":true,"landing_page_url":"http://hdl.handle.net/2318/1603656","pdf_url":"http://hdl.handle.net/2318/1603656","source":{"id":"https://openalex.org/S4306400637","display_name":"Institutional Research Information System University of Turin (University of Turin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55143463","host_organization_name":"University of Turin","host_organization_lineage":["https://openalex.org/I55143463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:philarchive.org/rec/LIEDPA","is_oa":false,"landing_page_url":"https://philarchive.org/rec/LIEDPA","pdf_url":null,"source":{"id":"https://openalex.org/S4306402130","display_name":"PhilPapers (PhilPapers Foundation)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:philpapers.org/rec/LIEDPA","is_oa":false,"landing_page_url":"https://philpapers.org/rec/LIEDPA","pdf_url":null,"source":{"id":"https://openalex.org/S4306402131","display_name":"PhilPapers (PhilPapers Foundation)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.unito.it:2318/1603656","is_oa":true,"landing_page_url":"http://hdl.handle.net/2318/1603656","pdf_url":"http://hdl.handle.net/2318/1603656","source":{"id":"https://openalex.org/S4306400637","display_name":"Institutional Research Information System University of Turin (University of Turin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55143463","host_organization_name":"University of Turin","host_organization_lineage":["https://openalex.org/I55143463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3023902031","display_name":null,"funder_award_id":"TO-call03-2012-0046","funder_id":"https://openalex.org/F4320324041","funder_display_name":"Universit\u00e0 degli Studi di Torino"},{"id":"https://openalex.org/G7254031385","display_name":null,"funder_award_id":"TO-call03-2012-0046","funder_id":"https://openalex.org/F4320309746","funder_display_name":"Compagnia di San Paolo"}],"funders":[{"id":"https://openalex.org/F4320309746","display_name":"Compagnia di San Paolo","ror":"https://ror.org/00d1b1c41"},{"id":"https://openalex.org/F4320324041","display_name":"Universit\u00e0 degli Studi di Torino","ror":"https://ror.org/048tbm396"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2473542931.pdf"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W42718420","https://openalex.org/W57008241","https://openalex.org/W593257684","https://openalex.org/W1514449996","https://openalex.org/W1550086563","https://openalex.org/W1670538066","https://openalex.org/W1678092669","https://openalex.org/W1692844732","https://openalex.org/W1796264214","https://openalex.org/W1968129988","https://openalex.org/W1983415579","https://openalex.org/W1992391850","https://openalex.org/W2005566784","https://openalex.org/W2009662142","https://openalex.org/W2013093146","https://openalex.org/W2016089260","https://openalex.org/W2016708835","https://openalex.org/W2025623624","https://openalex.org/W2032474022","https://openalex.org/W2042985998","https://openalex.org/W2045830397","https://openalex.org/W2052021678","https://openalex.org/W2078438321","https://openalex.org/W2078474482","https://openalex.org/W2081580037","https://openalex.org/W2086618114","https://openalex.org/W2089627725","https://openalex.org/W2090513688","https://openalex.org/W2094159287","https://openalex.org/W2102153514","https://openalex.org/W2106925043","https://openalex.org/W2108598243","https://openalex.org/W2117553866","https://openalex.org/W2119582042","https://openalex.org/W2120699290","https://openalex.org/W2123442489","https://openalex.org/W2124263072","https://openalex.org/W2136518234","https://openalex.org/W2150375089","https://openalex.org/W2152444902","https://openalex.org/W2166101983","https://openalex.org/W2170057561","https://openalex.org/W2175513040","https://openalex.org/W2271547906","https://openalex.org/W2272350318","https://openalex.org/W2285355729","https://openalex.org/W2293332713","https://openalex.org/W2318064661","https://openalex.org/W2400039991","https://openalex.org/W2407128308","https://openalex.org/W2493514692","https://openalex.org/W2752099845","https://openalex.org/W4210652134","https://openalex.org/W4239959241","https://openalex.org/W4240791294","https://openalex.org/W4242666980","https://openalex.org/W4246139359","https://openalex.org/W4246535032","https://openalex.org/W4247698036","https://openalex.org/W4292003697"],"related_works":["https://openalex.org/W2183362005","https://openalex.org/W2134748080","https://openalex.org/W1570079447","https://openalex.org/W1985030268","https://openalex.org/W2601605501","https://openalex.org/W4283823896","https://openalex.org/W4206119425","https://openalex.org/W2891970620","https://openalex.org/W131112349","https://openalex.org/W2174427205"],"abstract_inverted_index":{"In":[0],"this":[1],"article":[2],"we":[3],"present":[4],"an":[5],"advanced":[6],"version":[7,172],"of":[8,22,33,48,63,79,94,117,147,168,173],"Dual-PECCS,":[9],"a":[10,70,92,98,103,115],"cognitively-inspired":[11],"knowledge":[12],"representation":[13],"and":[14,37,120,143,152,189,196],"reasoning":[15,144],"system":[16,74],"aimed":[17],"at":[18],"extending":[19],"the":[20,55,59,66,73,77,141,174,202],"capabilities":[21,146],"artificial":[23,150],"systems":[24],"in":[25,91,154,176,182],"conceptual":[26,80,95,145],"categorization":[27,35,43,96,118],"tasks.":[28],"It":[29],"combines":[30],"different":[31,46,164,199],"sorts":[32],"common-sense":[34,105],"(prototypical":[36],"exemplars-based":[38],"categorization)":[39],"with":[40],"standard":[41,148],"monotonic":[42],"procedures.":[44],"These":[45],"types":[47],"inferential":[49],"procedures":[50],"are":[51],"reconciled":[52],"according":[53],"to":[54,109,114,126,139,163,213],"tenets":[56],"coming":[57],"from":[58,69],"dual":[60],"process":[61],"theory":[62],"reasoning.":[64],"On":[65],"other":[67],"hand,":[68],"representational":[71,142],"perspective,":[72],"relies":[75],"on":[76,201],"hypothesis":[78],"structures":[81,205],"represented":[82],"as":[83],"heterogeneous":[84],"proxytypes.":[85],"Dual-PECCS":[86],"has":[87,123],"been":[88,124],"experimentally":[89],"assessed":[90],"task":[93],"where":[97],"target":[99],"concept":[100],"illustrated":[101],"by":[102,112],"simple":[104],"linguistic":[106],"description":[107],"had":[108],"be":[110,137,160],"identified":[111],"resorting":[113],"mix":[116],"strategies,":[119],"its":[121],"output":[122],"compared":[125],"human":[127,207],"responses.":[128],"The":[129,170],"obtained":[130],"results":[131],"suggest":[132],"that":[133,157,183],"our":[134,179,215],"approach":[135],"can":[136],"beneficial":[138],"improve":[140],"cognitive":[149,193],"systems,":[151],"\u2013":[153,156],"addition":[155],"it":[158],"may":[159],"plausibly":[161],"applied":[162],"general":[165],"computational":[166],"models":[167],"cognition.":[169,208],"current":[171],"system,":[175],"fact,":[177],"extends":[178],"previous":[180,216],"work,":[181],"Dual-":[184],"PECCS":[185],"is":[186],"now":[187],"integrated":[188],"tested":[190],"into":[191],"two":[192],"architectures,":[194],"ACT-R":[195],"CLARION,":[197],"implementing":[198],"assumptions":[200],"underlying":[203],"invariant":[204],"governing":[206],"Such":[209],"integration":[210],"allowed":[211],"us":[212],"extend":[214],"evaluation.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":6}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}