{"id":"https://openalex.org/W4389732165","doi":"https://doi.org/10.3233/faia231016","title":"A Method for Measuring Node Similarity in Heterogeneous Information Networks","display_name":"A Method for Measuring Node Similarity in Heterogeneous Information Networks","publication_year":2023,"publication_date":"2023-12-12","ids":{"openalex":"https://openalex.org/W4389732165","doi":"https://doi.org/10.3233/faia231016"},"language":"en","primary_location":{"id":"doi:10.3233/faia231016","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia231016","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231016","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231016","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109664794","display_name":"Liudi Zhan","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liudi Zhan","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358456","display_name":"Hongmei Chen","orcid":"https://orcid.org/0000-0002-4054-3654"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongmei Chen","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China","Yunnan Key Laboratory of Intelligent Systems and Computing, Yunnan University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"Yunnan Key Laboratory of Intelligent Systems and Computing, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100653521","display_name":"Lihua Zhou","orcid":"https://orcid.org/0000-0002-8940-1155"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihua Zhou","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China","Yunnan Key Laboratory of Intelligent Systems and Computing, Yunnan University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"Yunnan Key Laboratory of Intelligent Systems and Computing, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108056010","display_name":"Qing Xiao","orcid":"https://orcid.org/0009-0005-2755-9693"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Xiao","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100358456"],"corresponding_institution_ids":["https://openalex.org/I189210763"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46632473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9991000294685364,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9620000123977661,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7122808694839478},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.6903289556503296},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5524352192878723},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5345277786254883},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5322349667549133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5058138370513916},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.416303426027298},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.41213637590408325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30335766077041626},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.21595728397369385},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13774311542510986},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.05589398741722107},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.054735422134399414}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7122808694839478},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.6903289556503296},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5524352192878723},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5345277786254883},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5322349667549133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5058138370513916},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.416303426027298},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.41213637590408325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30335766077041626},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.21595728397369385},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13774311542510986},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.05589398741722107},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.054735422134399414},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia231016","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia231016","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231016","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia231016","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia231016","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231016","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3186673251","display_name":null,"funder_award_id":"62266050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5585619463","display_name":null,"funder_award_id":"202205AC160033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7550813643","display_name":"\u5f02\u8d28\u4fe1\u606f\u7f51\u7edc\u4e2d\u7684\u793e\u533a\u641c\u7d22\u7814\u7a76","funder_award_id":"62062066","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389732165.pdf","grobid_xml":"https://content.openalex.org/works/W4389732165.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1967863517","https://openalex.org/W2268918789","https://openalex.org/W2286134113","https://openalex.org/W2761803352","https://openalex.org/W2950037062","https://openalex.org/W2963919031","https://openalex.org/W3030145375","https://openalex.org/W3189626311","https://openalex.org/W4200140951","https://openalex.org/W4240052223"],"related_works":["https://openalex.org/W1518185400","https://openalex.org/W3200586296","https://openalex.org/W4230332972","https://openalex.org/W1998033311","https://openalex.org/W4247322236","https://openalex.org/W4231165741","https://openalex.org/W233457313","https://openalex.org/W4295104149","https://openalex.org/W1787322086","https://openalex.org/W2098964748"],"abstract_inverted_index":{"Meta-path-based":[0],"methods":[1,24],"for":[2,33,73],"measuring":[3,74],"the":[4,56,88,104,111,117,131],"similarities":[5,112],"between":[6,113],"nodes":[7,91,114],"in":[8],"Heterogeneous":[9,68],"Information":[10],"Networks":[11],"(HINs)":[12],"have":[13],"attracted":[14],"attention":[15],"from":[16,26],"researchers":[17],"due":[18],"to":[19,35,46,54],"excellent":[20],"performance.":[21],"However,":[22],"these":[23],"suffer":[25],"some":[27],"issues:":[28],"(1)":[29],"it":[30,43],"is":[31,44],"difficult":[32],"users":[34],"provide":[36],"effective":[37],"meta-paths":[38,80],"of":[39,50,90,106,119],"complex":[40],"HINs;":[41],"(2)":[42],"inefficient":[45],"enumerate":[47],"all":[48],"instances":[49],"meta-paths.":[51,107],"In":[52],"order":[53],"solve":[55],"above":[57],"issues,":[58],"this":[59],"paper":[60],"proposes":[61],"a":[62],"novel":[63],"method,":[64],"K-order":[65],"Neighbors":[66],"based":[67,81,115],"Graph":[69],"Neural":[70],"Network":[71],"(KN-HGNN),":[72],"node":[75],"similarity.":[76],"Firstly,":[77],"KN-HGNN":[78,86,109,129],"generates":[79],"on":[82,116,124],"network":[83],"schema.":[84],"Then,":[85],"obtains":[87],"features":[89,102,118],"by":[92],"aggregating":[93],"itself":[94],"type":[95,101],"feature":[96],"and":[97],"its":[98],"k-order":[99],"neighbors\u2019":[100],"under":[103],"constraints":[105],"Finally,":[108],"calculates":[110],"nodes.":[120],"The":[121],"experimental":[122],"results":[123],"real":[125],"datasets":[126],"show":[127],"that":[128],"outperforms":[130],"baselines.":[132]},"counts_by_year":[],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}