{"id":"https://openalex.org/W2785915863","doi":"https://doi.org/10.1109/ssci.2017.8285263","title":"Cognitive relevance","display_name":"Cognitive relevance","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2785915863","doi":"https://doi.org/10.1109/ssci.2017.8285263","mag":"2785915863"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2017.8285263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2017.8285263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5004997290","display_name":"George J. Shannon","orcid":"https://orcid.org/0000-0002-4765-6133"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"George J. Shannon","raw_affiliation_strings":["Engineering Management and Systems Engineering, Missouri University of Science and Technology, Rolla, Missouri, USA"],"affiliations":[{"raw_affiliation_string":"Engineering Management and Systems Engineering, Missouri University of Science and Technology, Rolla, Missouri, USA","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059402511","display_name":"James M. Levett","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139246","display_name":"Physicians' Clinic of Iowa","ror":"https://ror.org/03rc1y879","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210139246"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James M. Levett","raw_affiliation_strings":["Chief Medical Officer, Physician's Clinic of Iowa, Cedar Rapids, Iowa, USA"],"affiliations":[{"raw_affiliation_string":"Chief Medical Officer, Physician's Clinic of Iowa, Cedar Rapids, Iowa, USA","institution_ids":["https://openalex.org/I4210139246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063579947","display_name":"Steven Corns","orcid":"https://orcid.org/0000-0002-3685-2892"},"institutions":[{"id":"https://openalex.org/I4210139246","display_name":"Physicians' Clinic of Iowa","ror":"https://ror.org/03rc1y879","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210139246"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven M. Corns","raw_affiliation_strings":["Chief Medical Officer, Physician's Clinic of Iowa, Cedar Rapids, Iowa, USA"],"affiliations":[{"raw_affiliation_string":"Chief Medical Officer, Physician's Clinic of Iowa, Cedar Rapids, Iowa, USA","institution_ids":["https://openalex.org/I4210139246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038037619","display_name":"Donald C. Wunsch","orcid":"https://orcid.org/0000-0002-9726-9051"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donald C. Wunsch","raw_affiliation_strings":["Engineering Management and Systems Engineering, Missouri University of Science and Technology, Rolla, Missouri, USA"],"affiliations":[{"raw_affiliation_string":"Engineering Management and Systems Engineering, Missouri University of Science and Technology, Rolla, Missouri, USA","institution_ids":["https://openalex.org/I20382870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004997290"],"corresponding_institution_ids":["https://openalex.org/I20382870"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.23987976,"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":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9674999713897705,"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/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9674999713897705,"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/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9610000252723694,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9472000002861023,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7351528406143188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6443811655044556},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5376803278923035},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34036701917648315},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23905396461486816},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1295972764492035},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07193955779075623}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7351528406143188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6443811655044556},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5376803278923035},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34036701917648315},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23905396461486816},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1295972764492035},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07193955779075623},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci.2017.8285263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2017.8285263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8299999833106995,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W354650940","https://openalex.org/W429059442","https://openalex.org/W1484977481","https://openalex.org/W1494061796","https://openalex.org/W1517943745","https://openalex.org/W1550258693","https://openalex.org/W1574901103","https://openalex.org/W1946131201","https://openalex.org/W2033498751","https://openalex.org/W2039623573","https://openalex.org/W2106797966","https://openalex.org/W2122402213","https://openalex.org/W2147078261","https://openalex.org/W2154446060","https://openalex.org/W2154708031","https://openalex.org/W2164790407","https://openalex.org/W2170655593","https://openalex.org/W2344975321","https://openalex.org/W4206249616","https://openalex.org/W4229725180","https://openalex.org/W4231081240","https://openalex.org/W4248406067","https://openalex.org/W4384914609","https://openalex.org/W6632766574","https://openalex.org/W7065355008"],"related_works":["https://openalex.org/W1843462531","https://openalex.org/W2036641180","https://openalex.org/W2359974534","https://openalex.org/W3105626663","https://openalex.org/W91919785","https://openalex.org/W1516841646","https://openalex.org/W1584628001","https://openalex.org/W1990172504","https://openalex.org/W2378305318","https://openalex.org/W3004035668"],"abstract_inverted_index":{"This":[0],"paper":[1],"discusses":[2],"the":[3,48,89,107,164,191],"results":[4,44,66,151,192,213],"of":[5,83,167],"investigating":[6],"simple,":[7,56],"cognitive-based":[8],"approaches":[9,71],"to":[10,106,174,196],"search.":[11],"The":[12,31,137],"emphasis":[13],"is":[14,25,61,189],"placed":[15],"on":[16,47,203],"simplicity,":[17],"and":[18,38,128,149],"determining":[19],"if":[20],"a":[21,55,80,93,125,129,134,155,185],"simple":[22,165,186],"ranking":[23,187],"measure":[24,60],"sufficient":[26],"for":[27,50,63,67,75,139,178,207],"improved":[28,68],"search":[29,40,65,77,115,141,150,161,182,198],"precision.":[30,42,183],"measures":[32,122],"chosen":[33],"are":[34,176,200],"concept-based":[35],"since":[36],"concept":[37],"context-based":[39],"improves":[41],"These":[43,212],"provide":[45],"direction":[46],"need":[49],"more":[51,100,204],"complicated":[52,101,205],"methods.":[53],"If":[54],"yet":[57],"effective,":[58],"distance":[59],"found":[62],"rank-ordering":[64],"precision,":[69],"then":[70],"may":[72],"be":[73],"feasible":[74],"improving":[76,160],"precision":[78,142,162,199],"in":[79,181,215],"shorter":[81],"period":[82],"time":[84],"at":[85],"less":[86],"cost.":[87],"Moreover,":[88],"methods":[90],"investigated":[91],"use":[92,166],"natural":[94],"language":[95],"interface":[96],"that":[97,159,194],"enables":[98],"far":[99],"criteria":[102,112],"while":[103],"remaining":[104],"intuitive":[105],"casual":[108],"user.":[109],"Furthermore,":[110],"these":[111,168],"better":[113,201],"reflect":[114],"requirements":[116],"than":[117],"keywords":[118],"alone.":[119],"Two":[120],"cognitive":[121],"were":[123,152],"investigated:":[124],"topology-based":[126],"measure,":[127,131],"cogency-based":[130],"both":[132],"using":[133],"medical":[135],"ontology.":[136],"corpus":[138],"testing":[140],"was":[143],"sampled":[144],"from":[145],"NLM":[146],"publication":[147],"abstracts,":[148],"scored":[153],"by":[154],"physician.":[156],"Results":[157],"indicate":[158],"via":[163],"two":[169],"measures,":[170],"even":[171],"though":[172],"related":[173],"cognition,":[175],"insufficient":[177],"significant":[179],"improvements":[180],"While":[184],"metric":[188],"preferred,":[190],"suggest":[193],"efforts":[195],"improve":[197],"spent":[202],"methods,":[206],"example,":[208],"neural":[209],"network-based":[210],"approaches.":[211],"aid":[214],"guiding":[216],"future":[217],"research.":[218]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
