{"id":"https://openalex.org/W41718274","doi":null,"title":"Attribute-Based and Value-Based Clustering: An Evaluation.","display_name":"Attribute-Based and Value-Based Clustering: An Evaluation.","publication_year":2004,"publication_date":"2004-07-01","ids":{"openalex":"https://openalex.org/W41718274","mag":"41718274"},"language":"en","primary_location":{"id":"pmh:oai:iris.unitn.it:11572/18097","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/18097","pdf_url":null,"source":{"id":"https://openalex.org/S4377196320","display_name":"Iris (University of Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"volume":null,"type":"other","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/A5001542747","display_name":"Abdulrahman Almuhareb","orcid":"https://orcid.org/0000-0001-5053-6530","observed_orcids":["https://orcid.org/0000-0001-5053-6530"]},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abdulrahman Almuhareb","raw_affiliation_strings":["University of Essex **"],"raw_orcid":"https://orcid.org/0000-0001-5053-6530","affiliations":[{"raw_affiliation_string":"University of Essex **","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047065550","display_name":"Massimo Poesio","orcid":"https://orcid.org/0000-0001-8469-2072","observed_orcids":["https://orcid.org/0000-0001-8469-2072"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Massimo Poesio","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8469-2072","affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":99,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"158","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12694","display_name":"Categorization, perception, and language","score":0.6904000043869019,"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":0.6904000043869019,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.1696999967098236,"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/T10034","display_name":"Syntax, Semantics, Linguistic Variation","score":0.036400001496076584,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/concept-learning","display_name":"concept learning","score":0.8209999799728394},{"id":"https://openalex.org/keywords/value-based-approach","display_name":"value-based approach","score":0.9990000128746033},{"id":"https://openalex.org/keywords/modifiers","display_name":"modifiers","score":0.7009999752044678},{"id":"https://openalex.org/keywords/syntactic-relations","display_name":"syntactic relations","score":0.6779999732971191},{"id":"https://openalex.org/keywords/knowledge-representation","display_name":"knowledge representation","score":0.7210000157356262}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7063453197479248},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7043434381484985},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5559221506118774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5467286705970764},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.520435631275177},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5003693103790283},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4421725869178772},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40232425928115845},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.401008665561676},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21458294987678528},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:iris.unitn.it:11572/18097","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/18097","pdf_url":null,"source":{"id":"https://openalex.org/S4377196320","display_name":"Iris (University of Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:iris.unitn.it:11572/24029","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/24029","pdf_url":null,"source":{"id":"https://openalex.org/S4377196320","display_name":"Iris (University of Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:41718274","doi":null,"is_oa":false,"landing_page_url":"https://www.aclweb.org/anthology/W04-3221.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4363608991","display_name":"Conference on Empirical Methods in Natural Language Processing (EMNLP)","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":"Empirical Methods in Natural Language Processing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W95201837","https://openalex.org/W113396932","https://openalex.org/W128995279","https://openalex.org/W1505262096","https://openalex.org/W1527127371","https://openalex.org/W1556656669","https://openalex.org/W1572948005","https://openalex.org/W1981617416","https://openalex.org/W2007885110","https://openalex.org/W2029858480","https://openalex.org/W2038721957","https://openalex.org/W2071744657","https://openalex.org/W2073308541","https://openalex.org/W2100377551","https://openalex.org/W2116475692","https://openalex.org/W2124416056","https://openalex.org/W2127314673","https://openalex.org/W2140821974","https://openalex.org/W2160587453","https://openalex.org/W2166776180","https://openalex.org/W2170340596","https://openalex.org/W2545480737"],"related_works":["https://openalex.org/W7099530661","https://openalex.org/W2747991734","https://openalex.org/W1995803647","https://openalex.org/W2101745444","https://openalex.org/W2358255272","https://openalex.org/W2376393085","https://openalex.org/W132119015","https://openalex.org/W2050424601","https://openalex.org/W2340309530","https://openalex.org/W7010856004"],"abstract_inverted_index":{"In":[0,19],"most":[1],"research":[2],"on":[3,64,69],"concept":[4],"acquisition":[5],"from":[6,16],"corpora,":[7],"concepts":[8,47,62],"are":[9,48],"modeled":[10],"as":[11,31,74],"vectors":[12],"of":[13,22,29,43,53,61,109],"relations":[14,25],"extracted":[15],"syntactic":[17],"structures.":[18],"the":[20,75,100,104],"case":[21],"modifiers,":[23],"these":[24],"often":[26],"specify":[27],"values":[28,65,106],"attributes,":[30,70],"in":[32,41,51,91],"(attr":[33],"red);":[34],"this":[35],"is":[36],"unlike":[37],"what":[38],"typically":[39,49],"proposed":[40],"theories":[42],"knowledge":[44],"representation,":[45],"where":[46],"defined":[50],"terms":[52],"their":[54],"attributes":[55,102],"(e.g.,":[56],"color).":[57],"We":[58,79],"compared":[59],"models":[60,67,83,97],"based":[63,68],"with":[66],"using":[71],"lexical":[72],"clustering":[73],"basis":[76],"for":[77],"comparison.":[78],"find":[80],"that":[81,95],"attribute-based":[82],"work":[84,107],"better":[85],"than":[86],"value-based":[87],"ones,":[88],"and":[89,103],"result":[90],"shorter":[92],"descriptions;":[93],"but":[94],"mixed":[96],"including":[98],"both":[99],"best":[101,105,108],"all.":[110]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":4}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}
