{"id":"https://openalex.org/W2120373944","doi":"https://doi.org/10.1109/coginf.2010.5599759","title":"Granular computing and human-centricity in computational intelligence","display_name":"Granular computing and human-centricity in computational intelligence","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2120373944","doi":"https://doi.org/10.1109/coginf.2010.5599759","mag":"2120373944"},"language":"en","primary_location":{"id":"doi:10.1109/coginf.2010.5599759","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2010.5599759","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"9th IEEE International Conference on Cognitive Informatics (ICCI'10)","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/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]},{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}],"countries":["CA","PL"],"is_corresponding":true,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["Department of Electrical & Computer Engineering, University of Alberta, Edmonton, Canada","Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5003799782"],"corresponding_institution_ids":["https://openalex.org/I154425047","https://openalex.org/I66083562","https://openalex.org/I99542240"],"apc_list":null,"apc_paid":null,"fwci":0.3345,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63461464,"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":"2","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9995999932289124,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9994999766349792,"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/T11727","display_name":"Advanced Algebra and Logic","score":0.989799976348877,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/granular-computing","display_name":"Granular computing","score":0.8797287344932556},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7243223786354065},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5707876682281494},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.56004798412323},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4712177813053131},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4688621163368225},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4448464512825012},{"id":"https://openalex.org/keywords/facet","display_name":"Facet (psychology)","score":0.43373459577560425},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4131702780723572},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.4122997522354126},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.38196808099746704},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37787064909935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35031354427337646},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15626108646392822}],"concepts":[{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.8797287344932556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7243223786354065},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5707876682281494},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.56004798412323},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4712177813053131},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4688621163368225},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4448464512825012},{"id":"https://openalex.org/C43122875","wikidata":"https://www.wikidata.org/wiki/Q5428522","display_name":"Facet (psychology)","level":4,"score":0.43373459577560425},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4131702780723572},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.4122997522354126},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.38196808099746704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37787064909935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35031354427337646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15626108646392822},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coginf.2010.5599759","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2010.5599759","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"9th IEEE International Conference on Cognitive Informatics (ICCI'10)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1480643874","https://openalex.org/W1490338671","https://openalex.org/W1987082149","https://openalex.org/W2001594935","https://openalex.org/W2030532025","https://openalex.org/W2040512820","https://openalex.org/W2056976301","https://openalex.org/W2092682490","https://openalex.org/W2109863804","https://openalex.org/W2113076747","https://openalex.org/W2115104482","https://openalex.org/W2139926907","https://openalex.org/W2153676086","https://openalex.org/W2154500141","https://openalex.org/W2163982943"],"related_works":["https://openalex.org/W2385082087","https://openalex.org/W2978631811","https://openalex.org/W2381555525","https://openalex.org/W2484240834","https://openalex.org/W327654139","https://openalex.org/W2389689794","https://openalex.org/W1970726137","https://openalex.org/W2766401420","https://openalex.org/W2367964367","https://openalex.org/W2004353068"],"abstract_inverted_index":{"Summary":[0],"form":[1],"only":[2],"given.":[3],"Information":[4],"granules":[5,194],"and":[6,49,66,73,87,120,159,232],"their":[7],"computing,":[8],"which":[9,60,140],"give":[10,165],"rise":[11,166],"to":[12,21,167],"the":[13,35,44,106,124,143,147,168,234,238],"framework":[14],"of":[15,28,47,77,84,93,96,108,117,126,137,146,150,161,170,182,192,203,211,217,223,237],"Granular":[16,97],"Computing,":[17],"deliver":[18],"interesting":[19,177],"opportunities":[20],"endow":[22],"processing":[23,37],"with":[24,43,100,184,188],"an":[25,135],"important":[26],"facet":[27,31],"human-centricity.":[29],"This":[30],"directly":[32],"implies":[33],"that":[34,58,157],"underlying":[36,235],"supports":[38],"non-numeric":[39],"data":[40],"inherently":[41],"associated":[42,204,224],"variable":[45],"perception":[46],"humans":[48],"generates":[50],"results":[51],"being":[52],"seamlessly":[53],"comprehended":[54],"by":[55,228],"users.":[56],"Given":[57],"systems,":[59],"are":[61],"quite":[62],"commonly":[63],"become":[64],"distributed":[65,74],"hierarchical,":[67],"managing":[68],"granular":[69],"information":[70,151,173,193],"in":[71,123],"hierarchical":[72],"architectures":[75],"is":[76,154],"growing":[78],"interest,":[79],"especially":[80],"when":[81],"invoking":[82],"mechanisms":[83],"knowledge":[85,88,118,164],"generation":[86],"sharing.":[89],"The":[90,175],"outstanding":[91],"feature":[92],"human":[94,180],"centricity":[95,181],"Computing":[98],"along":[99],"essential":[101],"fuzzy":[102,127,185,218],"set-based":[103],"constructs":[104],"constitutes":[105],"crux":[107],"our":[109],"study.":[110],"We":[111,207],"elaborate":[112],"on":[113,134],"some":[114],"new":[115],"directions":[116,178],"elicitation":[119],"quantification":[121],"realized":[122],"setting":[125],"sets.":[128],"With":[129],"this":[130],"regard,":[131],"we":[132],"concentrate":[133],"idea":[136],"knowledge-based":[138],"clustering,":[139],"aims":[141],"at":[142],"seamless":[144],"realization":[145],"data-expertise":[148],"design":[149],"granules.":[152,174],"It":[153],"also":[155],"emphasized":[156],"collaboration":[158],"reconciliation":[160],"locally":[162],"available":[163],"concept":[169],"higher":[171],"type":[172],"other":[176],"enhancing":[179],"computing":[183],"sets,":[186,219],"deals":[187],"non-numeric,":[189],"semi-qualitative":[190],"characterization":[191],"(fuzzy":[195],"sets)":[196],"as":[197,199],"well":[198],"inherent":[200],"evolving":[201],"capabilities":[202],"human-centric":[205],"systems.":[206],"discuss":[208,233],"a":[209,214,221],"suite":[210],"algorithms":[212],"facilitating":[213],"qualitative":[215],"assessment":[216],"formulate":[220],"series":[222],"optimization":[225],"tasks":[226],"guided":[227],"well-formulated":[229],"performance":[230],"indexes,":[231],"essence":[236],"resulting":[239],"solutions.":[240]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}