{"id":"https://openalex.org/W10816","doi":null,"title":"Evaluating the Contribution of Intra-Linguistic and Extra-Linguistic Data to the Structure of Human Semantic Representations","display_name":"Evaluating the Contribution of Intra-Linguistic and Extra-Linguistic Data to the Structure of Human Semantic Representations","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W10816","mag":"10816"},"language":"en","primary_location":{"id":"pmh:oai:escholarship.org/ark:/13030/qt9ss6k1pt","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/9ss6k1pt","pdf_url":"https://escholarship.org/uc/item/9ss6k1pt","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Meeting of the Cognitive Science Society, vol 29, iss 29","raw_type":"article"},"volume":null,"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/uc/item/9ss6k1pt","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012340808","display_name":"Mark W. Andrews","orcid":"https://orcid.org/0000-0001-7499-9521","observed_orcids":["https://orcid.org/0000-0001-7499-9521","https://orcid.org/0000-0002-1922-101X"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Andrews","raw_affiliation_strings":["University college London"],"raw_orcid":"https://orcid.org/0000-0001-7499-9521","affiliations":[{"raw_affiliation_string":"University college London","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024406485","display_name":"Gabriella Vigliocco","orcid":"https://orcid.org/0000-0002-7190-3659","observed_orcids":["https://orcid.org/0000-0002-7190-3659"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gabriella Vigliocco","raw_affiliation_strings":["University college London"],"raw_orcid":"https://orcid.org/0000-0002-7190-3659","affiliations":[{"raw_affiliation_string":"University college London","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063093565","display_name":"David Vinson","orcid":"https://orcid.org/0000-0002-6226-3258","observed_orcids":["https://orcid.org/0000-0002-6226-3258"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Vinson","raw_affiliation_strings":["University college London"],"raw_orcid":"https://orcid.org/0000-0002-6226-3258","affiliations":[{"raw_affiliation_string":"University college London","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":null,"apc_paid":null,"fwci":0.4159,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73674725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"29","issue":"29","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12694","display_name":"Categorization, perception, and language","score":0.5508000254631042,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12694","display_name":"Categorization, perception, and language","score":0.5508000254631042,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.20180000364780426,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.0982000008225441,"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/semantic-representation","display_name":"semantic representation","score":0.7950000166893005},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"semantic similarity","score":0.7269999980926514},{"id":"https://openalex.org/keywords/bayesian-model","display_name":"Bayesian model","score":0.843999981880188},{"id":"https://openalex.org/keywords/word-meaning","display_name":"word meaning","score":0.41499999165534973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6426385641098022},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6301327347755432},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.5361485481262207},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5084959268569946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5025215148925781},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.466645747423172},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4420994222164154},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.42574840784072876},{"id":"https://openalex.org/C126398093","wikidata":"https://www.wikidata.org/wiki/Q2202238","display_name":"Lexical decision task","level":3,"score":0.41469258069992065},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18197321891784668},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.16477864980697632},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:escholarship.org/ark:/13030/qt9ss6k1pt","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/9ss6k1pt","pdf_url":"https://escholarship.org/uc/item/9ss6k1pt","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Meeting of the Cognitive Science Society, vol 29, iss 29","raw_type":"article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.594.5195","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.594.5195","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://csjarchive.cogsci.rpi.edu/Proceedings/2007/docs/p767.pdf","raw_type":"text"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:69746","doi":null,"is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/69746/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In: (Proceedings) Proceedings of the 29th Annual Conference of the Cognitive Science Society.. (2007)","raw_type":"Proceedings paper"},{"id":"pmh:qt9ss6k1pt","doi":null,"is_oa":false,"landing_page_url":"http://www.escholarship.org/uc/item/9ss6k1pt","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Andrews, Mark; Vigliocco, Gabriella; & Vinson, David. (2007). Evaluating the Contribution of Intra-Linguistic and Extra-Linguistic Data to the Structure of Human Semantic Representations. Proceedings of the Cognitive Science Society, 29(29). Retrieved from: http://www.escholarship.org/uc/item/9ss6k1pt","raw_type":"article"},{"id":"mag:10816","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/content/qt9ss6k1pt/qt9ss6k1pt.pdf?t=op2n48","pdf_url":null,"source":{"id":"https://openalex.org/S4306418000","display_name":"Conference Cognitive Science","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":null,"raw_source_name":"Conference Cognitive Science","raw_type":null}],"best_oa_location":{"id":"pmh:oai:escholarship.org/ark:/13030/qt9ss6k1pt","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/9ss6k1pt","pdf_url":"https://escholarship.org/uc/item/9ss6k1pt","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Meeting of the Cognitive Science Society, vol 29, iss 29","raw_type":"article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7599999904632568}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W10816.pdf","grobid_xml":"https://content.openalex.org/works/W10816.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W125892352","https://openalex.org/W1975849605","https://openalex.org/W1981617416","https://openalex.org/W1983578042","https://openalex.org/W1993812374","https://openalex.org/W2113881303","https://openalex.org/W2126163471","https://openalex.org/W2590882584"],"related_works":["https://openalex.org/W75561580","https://openalex.org/W125892352","https://openalex.org/W2950018201","https://openalex.org/W2575124246","https://openalex.org/W2596535248","https://openalex.org/W2944617758","https://openalex.org/W2767997808","https://openalex.org/W2171086879","https://openalex.org/W2551572025","https://openalex.org/W2913316250","https://openalex.org/W2398161125","https://openalex.org/W2251041941","https://openalex.org/W177177099","https://openalex.org/W2913142708","https://openalex.org/W2954758982","https://openalex.org/W3102628894","https://openalex.org/W2599992093","https://openalex.org/W2072323436","https://openalex.org/W3172797824","https://openalex.org/W2994896873"],"abstract_inverted_index":{"We":[0,20],"describe":[1],"Bayesian":[2],"models":[3,26],"that":[4,42],"learn":[5],"semantic":[6,32,44],"rep-resentations":[7],"from":[8,16],"either":[9],"extra-linguistic":[10],"data":[11],"or":[12,15],"intra-linguistic":[13,56],"data,":[14],"both":[17],"in":[18],"combination.":[19],"evalu-ate":[21],"the":[22,40,47,50],"validity":[23],"of":[24,31,49,53,58],"these":[25],"using":[27],"three":[28],"human-based":[29],"measures":[30],"similarity.":[33],"The":[34],"results":[35],"provide":[36],"strong":[37],"evidence":[38],"for":[39],"hypothesis":[41],"human":[43],"representations":[45],"are":[46],"product":[48],"statistical":[51],"combi-nation":[52],"extra-":[54],"and":[55],"sources":[57],"data.":[59]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-10-17T09:40:24.721904","created_date":"2025-10-10T00:00:00"}