{"id":"https://openalex.org/W3114996026","doi":"https://doi.org/10.1155/2020/8812459","title":"A Cognition Knowledge Representation Model Based on Multidimensional Heterogeneous Data","display_name":"A Cognition Knowledge Representation Model Based on Multidimensional Heterogeneous Data","publication_year":2020,"publication_date":"2020-12-28","ids":{"openalex":"https://openalex.org/W3114996026","doi":"https://doi.org/10.1155/2020/8812459","mag":"3114996026"},"language":"en","primary_location":{"id":"doi:10.1155/2020/8812459","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8812459","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/8812459.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2020/8812459.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101808392","display_name":"Zhong Dong","orcid":"https://orcid.org/0000-0001-9970-6510"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dong Zhong","raw_affiliation_strings":["School of Computer Science, University of Northwestern Polytechnical of China, Xi\u2019an, Shaanxi 710129, China","School of Computer Science, University of Northwestern Polytechnical of China, Xi'an, Shaanxi 710129, China"],"raw_orcid":"https://orcid.org/0000-0001-9970-6510","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Northwestern Polytechnical of China, Xi\u2019an, Shaanxi 710129, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science, University of Northwestern Polytechnical of China, Xi'an, Shaanxi 710129, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006814445","display_name":"Yian Zhu","orcid":"https://orcid.org/0000-0001-6564-5756"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-An Zhu","raw_affiliation_strings":["School of Computer Science, University of Northwestern Polytechnical of China, Xi\u2019an, Shaanxi 710129, China","School of Computer Science, University of Northwestern Polytechnical of China, Xi'an, Shaanxi 710129, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Northwestern Polytechnical of China, Xi\u2019an, Shaanxi 710129, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science, University of Northwestern Polytechnical of China, Xi'an, Shaanxi 710129, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021462712","display_name":"Wang Lanqing","orcid":"https://orcid.org/0000-0003-2636-5238"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanqing Wang","raw_affiliation_strings":["School of Computer Science, University of Northwestern Polytechnical of China, Xi\u2019an, Shaanxi 710129, China","School of Computer Science, University of Northwestern Polytechnical of China, Xi'an, Shaanxi 710129, China"],"raw_orcid":"https://orcid.org/0000-0003-2636-5238","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Northwestern Polytechnical of China, Xi\u2019an, Shaanxi 710129, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science, University of Northwestern Polytechnical of China, Xi'an, Shaanxi 710129, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065976386","display_name":"Duan Junhua","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhua Duan","raw_affiliation_strings":["School of Computer Science, University of Northwestern Polytechnical of China, Xi\u2019an, Shaanxi 710129, China","School of Computer Science, University of Northwestern Polytechnical of China, Xi'an, Shaanxi 710129, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Northwestern Polytechnical of China, Xi\u2019an, Shaanxi 710129, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science, University of Northwestern Polytechnical of China, Xi'an, Shaanxi 710129, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101720191","display_name":"Jiaxuan He","orcid":"https://orcid.org/0000-0002-8008-2354"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxuan He","raw_affiliation_strings":["School of Software, University of Northwestern Polytechnical of China, Xi\u2019an, Shaanxi 710129, China","School of Software, University of Northwestern Polytechnical of China, Xi'an, Shaanxi 710129, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, University of Northwestern Polytechnical of China, Xi\u2019an, Shaanxi 710129, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Software, University of Northwestern Polytechnical of China, Xi'an, Shaanxi 710129, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101808392"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":1.2975,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.7909764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9333000183105469,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9253000020980835,"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/computer-science","display_name":"Computer science","score":0.7717097997665405},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.6328274607658386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46472933888435364},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.43607014417648315},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.362901508808136},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36110663414001465}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7717097997665405},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.6328274607658386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46472933888435364},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.43607014417648315},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.362901508808136},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36110663414001465},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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":3,"locations":[{"id":"doi:10.1155/2020/8812459","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8812459","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/8812459.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:8812459","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2020/8812459.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:b743d40bf4e44d99b66d836d872e6115","is_oa":true,"landing_page_url":"https://doaj.org/article/b743d40bf4e44d99b66d836d872e6115","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2020 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2020/8812459","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8812459","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/8812459.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3857344101","display_name":null,"funder_award_id":"61303225","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4451439813","display_name":null,"funder_award_id":"D5120200106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4966457280","display_name":null,"funder_award_id":"2019ZDLGY03-04","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6107220091","display_name":null,"funder_award_id":"GXYD19.7","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6308230130","display_name":null,"funder_award_id":"GXYD19.8","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3114996026.pdf","grobid_xml":"https://content.openalex.org/works/W3114996026.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1477234322","https://openalex.org/W1567367919","https://openalex.org/W1987234359","https://openalex.org/W2034345603","https://openalex.org/W2053416963","https://openalex.org/W2090118499","https://openalex.org/W2102869854","https://openalex.org/W2127795553","https://openalex.org/W2142315290","https://openalex.org/W2222863356","https://openalex.org/W2330136892","https://openalex.org/W2523049145","https://openalex.org/W2544432894","https://openalex.org/W2581887665","https://openalex.org/W2602647869","https://openalex.org/W2602816981","https://openalex.org/W2614846107","https://openalex.org/W2734350191","https://openalex.org/W2750945551","https://openalex.org/W2753634301","https://openalex.org/W2790843555","https://openalex.org/W2807660892","https://openalex.org/W3009376476"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W4306742369","https://openalex.org/W4303457083","https://openalex.org/W2368927203","https://openalex.org/W4376623224","https://openalex.org/W2951359407","https://openalex.org/W2124566234","https://openalex.org/W3136979370","https://openalex.org/W2036807459","https://openalex.org/W2058170566"],"abstract_inverted_index":{"The":[0,220],"information":[1,24,91,103,111,196,215,226,238],"in":[2,31,254],"the":[3,18,27,32,40,45,76,101,118,138,141,145,150,193,230,244,255],"working":[4],"environment":[5,33,194,258],"of":[6,22,39,57,78,104,144,223,235,252],"industrial":[7,105,209,256],"Internet":[8,119,257],"is":[9,227],"characterized":[10],"by":[11,208],"diversity,":[12],"semantics,":[13,200],"hierarchy,":[14],"and":[15,29,34,42,68,80,124,133,156,158,164,182,192,205,211,218,229,233,248],"relevance.":[16],"However,":[17],"existing":[19],"representation":[20,92,222,239],"methods":[21],"environmental":[23],"mostly":[25],"emphasize":[26],"concepts":[28],"relationships":[30,43],"have":[35],"an":[36],"insufficient":[37,64],"understanding":[38],"items":[41],"at":[44,137],"instance":[46],"level.":[47],"There":[48],"are":[49,154,160,190,216,240],"also":[50],"some":[51],"problems":[52],"such":[53,112,197],"as":[54,113,198],"low":[55],"visualization":[56],"knowledge":[58,65,70,97,128,146,152,165,249],"representation,":[59],"poor":[60],"human-machine":[61],"interaction":[62],"ability,":[63,67],"reasoning":[66,246],"slow":[69],"search":[71],"speed,":[72],"which":[73,99],"cannot":[74],"meet":[75],"needs":[77],"intelligent":[79],"personalized":[81],"service.":[82],"Based":[83],"on":[84,95,179,188],"this,":[85],"this":[86],"paper":[87],"designs":[88],"a":[89,96,122,172,183],"cognitive":[90,127,151,237],"model":[93,177],"based":[94,178,187],"graph,":[98],"combines":[100],"perceptual":[102],"robot":[106,224,236],"ontology":[107],"with":[108],"semantic":[109,162,175],"description":[110,195],"functional":[114],"attributes":[115],"obtained":[116],"from":[117],"to":[120],"form":[121],"structured":[123],"logically":[125],"reasoned":[126],"graph":[129,153],"including":[130],"perception":[131],"layer":[132],"cognition":[134,245],"layer.":[135],"Aiming":[136],"problem":[139],"that":[140,243],"data":[142,170],"sources":[143],"base":[147],"for":[148],"constructing":[149],"wide":[155],"heterogeneous,":[157],"there":[159],"entity":[161,174],"differences":[163,167],"system":[166,184],"among":[168],"different":[169],"sources,":[171],"multimodal":[173],"fusion":[176,185],"vector":[180],"features":[181],"framework":[186],"HowNet":[189],"designed,":[191],"object":[199],"attributes,":[201],"relations,":[202],"spatial":[203],"location,":[204],"context":[206],"acquired":[207],"robots":[210,253],"their":[212],"own":[213],"state":[214],"unified":[217],"standardized.":[219],"automatic":[221],"perceived":[225],"realized,":[228],"universality,":[231],"systematicness,":[232],"intuition":[234],"enhanced,":[241],"so":[242],"ability":[247],"retrieval":[250],"efficiency":[251],"can":[259],"be":[260],"effectively":[261],"improved.":[262]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
