{"id":"https://openalex.org/W2044101579","doi":"https://doi.org/10.1109/grc.2012.6468624","title":"Mechanism of concept learning in topologized knowledge granular space based on GrC","display_name":"Mechanism of concept learning in topologized knowledge granular space based on GrC","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2044101579","doi":"https://doi.org/10.1109/grc.2012.6468624","mag":"2044101579"},"language":"en","primary_location":{"id":"doi:10.1109/grc.2012.6468624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2012.6468624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Granular Computing","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/A5101751718","display_name":"Zuqiang Meng","orcid":"https://orcid.org/0000-0002-5221-8883"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zuqiang Meng","raw_affiliation_strings":["College of Computer, Electronics and Information, Guangxi University, Nanning, China","College of Computer Electronics and Information, Guangxi University, Nanning, 530004, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, Electronics and Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"College of Computer Electronics and Information, Guangxi University, Nanning, 530004, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075925664","display_name":"Zhongzhi Shi","orcid":"https://orcid.org/0000-0002-3280-1676"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongzhi Shi","raw_affiliation_strings":["The Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","The Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"The Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]},{"raw_affiliation_string":"The Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051121801","display_name":"Shimo Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shimo Shen","raw_affiliation_strings":["College of Computer, Electronics and Information, Guangxi University, Nanning, China","College of Computer Electronics and Information, Guangxi University, Nanning, 530004, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, Electronics and Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"College of Computer Electronics and Information, Guangxi University, Nanning, 530004, China","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101751718"],"corresponding_institution_ids":["https://openalex.org/I150807315"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11430636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":1.0,"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":1.0,"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/T14392","display_name":"Geoscience and Mining Technology","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14262","display_name":"Extenics and Innovation Methods","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/granular-computing","display_name":"Granular computing","score":0.7774980664253235},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.6985349655151367},{"id":"https://openalex.org/keywords/lattice","display_name":"Lattice (music)","score":0.5925632119178772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5125341415405273},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4772993326187134},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4746549725532532},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4745900332927704},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4341942071914673},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3808160722255707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27300506830215454},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.2560996413230896},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1285274624824524},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.12013494968414307},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08177268505096436}],"concepts":[{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.7774980664253235},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.6985349655151367},{"id":"https://openalex.org/C2781204021","wikidata":"https://www.wikidata.org/wiki/Q6497091","display_name":"Lattice (music)","level":2,"score":0.5925632119178772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5125341415405273},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4772993326187134},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4746549725532532},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4745900332927704},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4341942071914673},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3808160722255707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27300506830215454},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.2560996413230896},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1285274624824524},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.12013494968414307},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08177268505096436},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/grc.2012.6468624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2012.6468624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Granular Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1527850014","https://openalex.org/W1557923305","https://openalex.org/W1969998140","https://openalex.org/W2002109251","https://openalex.org/W2164393635","https://openalex.org/W2369597189","https://openalex.org/W6642658735","https://openalex.org/W6650676236"],"related_works":["https://openalex.org/W2350522004","https://openalex.org/W2370755174","https://openalex.org/W2377101006","https://openalex.org/W2187139637","https://openalex.org/W2350247864","https://openalex.org/W3013364385","https://openalex.org/W62703246","https://openalex.org/W2371196734","https://openalex.org/W4376471445","https://openalex.org/W2762831627"],"abstract_inverted_index":{"Concept":[0],"learning":[1,85,123],"in":[2,8,86],"information":[3,13,87],"systems":[4,88],"is":[5,48,52,59,74],"actually":[6],"performed":[7],"knowledge":[9,26],"granular":[10,27,46,55,106,134],"space":[11,28,47,107],"on":[12],"systems.":[14],"But":[15],"no":[16],"much":[17],"attention":[18],"has":[19],"been":[20],"paid":[21],"to":[22],"study":[23],"such":[24],"a":[25,62,77,118],"and":[29,34,51,80,101],"its":[30,35],"structure":[31,36],"so":[32],"far,":[33],"characteristics":[37],"are":[38],"still":[39],"poorly":[40],"understood.":[41],"In":[42],"this":[43],"paper,":[44],"the":[45,70,81,104,130],"firstly":[49],"topologized":[50],"decomposed":[53],"into":[54],"worlds.":[56],"Then":[57],"it":[58],"modeled":[60],"as":[61,76,125,127],"bounded":[63,71,99],"lattice.":[64],"Finally,":[65],"by":[66],"using":[67],"graph":[68,102],"theory,":[69,103],"lattice":[72,100],"obtained":[73],"expressed":[75],"hass":[78],"graph,":[79],"mechanism":[82],"of":[83,96],"concept":[84,122],"can":[89,108,116,128],"be":[90,109],"visually":[91],"explained.":[92],"With":[93],"related":[94],"properties":[95],"topological":[97],"space,":[98],"\"mysterious\"":[105],"delved":[110],"more":[111],"deeply":[112],"into.":[113],"This":[114],"work":[115],"form":[117],"basis":[119],"for":[120,133],"designing":[121],"algorithm":[124],"well":[126],"richen":[129],"theory":[131],"system":[132],"computing.":[135]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
