{"id":"https://openalex.org/W4390541142","doi":"https://doi.org/10.1007/s13278-023-01178-6","title":"Review of heterogeneous graph embedding methods based on deep learning techniques and comparing their efficiency in node classification","display_name":"Review of heterogeneous graph embedding methods based on deep learning techniques and comparing their efficiency in node classification","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4390541142","doi":"https://doi.org/10.1007/s13278-023-01178-6"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-023-01178-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13278-023-01178-6","pdf_url":null,"source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-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/A5005886378","display_name":"Azad Noori","orcid":"https://orcid.org/0000-0003-2794-4936"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Azad Noori","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089205977","display_name":"Mohammad Ali Balafar","orcid":"https://orcid.org/0000-0001-5898-0871"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad Ali Balafar","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002336714","display_name":"Asgarali Bouyer","orcid":"https://orcid.org/0000-0002-4808-2856"},"institutions":[{"id":"https://openalex.org/I4210121333","display_name":"Istinye University","ror":"https://ror.org/03081nz23","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210121333"]},{"id":"https://openalex.org/I51301133","display_name":"Azarbaijan Shahid Madani University","ror":"https://ror.org/05pg2cw06","country_code":"IR","type":"education","lineage":["https://openalex.org/I51301133"]}],"countries":["IR","TR"],"is_corresponding":false,"raw_author_name":"Asgarali Bouyer","raw_affiliation_strings":["Department of Software Engineering, Faculty of Computer Engineering and Information Technology, Azarbaijan Shahid Madani University, Tabriz, Iran","Department of Software Engineering, Faculty of Engineering and Natural Science, Istinye University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Faculty of Computer Engineering and Information Technology, Azarbaijan Shahid Madani University, Tabriz, Iran","institution_ids":["https://openalex.org/I51301133"]},{"raw_affiliation_string":"Department of Software Engineering, Faculty of Engineering and Natural Science, Istinye University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210121333"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059835733","display_name":"Khosro Salmani","orcid":"https://orcid.org/0000-0001-6376-3791"},"institutions":[{"id":"https://openalex.org/I870124129","display_name":"Mount Royal University","ror":"https://ror.org/04evsam41","country_code":"CA","type":"education","lineage":["https://openalex.org/I870124129"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Khosro Salmani","raw_affiliation_strings":["Department of Mathematics and Computing, Mount Royal University, Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computing, Mount Royal University, Calgary, Canada","institution_ids":["https://openalex.org/I870124129"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089205977"],"corresponding_institution_ids":["https://openalex.org/I41832843"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.382,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92787618,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"14","issue":"1","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":0.9997000098228455,"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":0.9997000098228455,"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":0.9811000227928162,"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/T11478","display_name":"Caching and Content Delivery","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/embedding","display_name":"Embedding","score":0.742183268070221},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.7294038534164429},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7198207974433899},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5770864486694336},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5138731002807617},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5085164308547974},{"id":"https://openalex.org/keywords/clustering-coefficient","display_name":"Clustering coefficient","score":0.44999372959136963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3593830466270447},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35720330476760864},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3200521171092987}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.742183268070221},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.7294038534164429},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7198207974433899},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5770864486694336},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5138731002807617},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5085164308547974},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.44999372959136963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3593830466270447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35720330476760864},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3200521171092987}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13278-023-01178-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13278-023-01178-6","pdf_url":null,"source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":92,"referenced_works":["https://openalex.org/W103340358","https://openalex.org/W2062797058","https://openalex.org/W2086643053","https://openalex.org/W2138759931","https://openalex.org/W2142535891","https://openalex.org/W2154851992","https://openalex.org/W2354939339","https://openalex.org/W2393319904","https://openalex.org/W2415243320","https://openalex.org/W2441800701","https://openalex.org/W2577283662","https://openalex.org/W2584620251","https://openalex.org/W2604314403","https://openalex.org/W2604366058","https://openalex.org/W2604795503","https://openalex.org/W2743104969","https://openalex.org/W2767774008","https://openalex.org/W2770250693","https://openalex.org/W2788725334","https://openalex.org/W2792485195","https://openalex.org/W2808409763","https://openalex.org/W2808987817","https://openalex.org/W2809418595","https://openalex.org/W2809435521","https://openalex.org/W2809645418","https://openalex.org/W2903634148","https://openalex.org/W2907253296","https://openalex.org/W2911286998","https://openalex.org/W2932978649","https://openalex.org/W2937762029","https://openalex.org/W2940882578","https://openalex.org/W2945266622","https://openalex.org/W2952343887","https://openalex.org/W2953485314","https://openalex.org/W2962904108","https://openalex.org/W2963224980","https://openalex.org/W2963707260","https://openalex.org/W2963919031","https://openalex.org/W2964912499","https://openalex.org/W2965394851","https://openalex.org/W2965857891","https://openalex.org/W2971865858","https://openalex.org/W2972209102","https://openalex.org/W2974594200","https://openalex.org/W2982713744","https://openalex.org/W2984834462","https://openalex.org/W2987215744","https://openalex.org/W2997461192","https://openalex.org/W2997686727","https://openalex.org/W2998496395","https://openalex.org/W3003191009","https://openalex.org/W3003795821","https://openalex.org/W3004507689","https://openalex.org/W3012568466","https://openalex.org/W3012871709","https://openalex.org/W3015285715","https://openalex.org/W3024257429","https://openalex.org/W3035719901","https://openalex.org/W3080590811","https://openalex.org/W3102205844","https://openalex.org/W3102524579","https://openalex.org/W3102554291","https://openalex.org/W3103513278","https://openalex.org/W3104097132","https://openalex.org/W3108202858","https://openalex.org/W3130120950","https://openalex.org/W3134942372","https://openalex.org/W3138516171","https://openalex.org/W3164473340","https://openalex.org/W3172710079","https://openalex.org/W3178951948","https://openalex.org/W3200170138","https://openalex.org/W3202298983","https://openalex.org/W3207377746","https://openalex.org/W3208308319","https://openalex.org/W3210073855","https://openalex.org/W3210619801","https://openalex.org/W3216568231","https://openalex.org/W4212876221","https://openalex.org/W4221136088","https://openalex.org/W4226010993","https://openalex.org/W4226291731","https://openalex.org/W4226512186","https://openalex.org/W4288072954","https://openalex.org/W4296640258","https://openalex.org/W4353071157","https://openalex.org/W4365793422","https://openalex.org/W4367047306","https://openalex.org/W6600234944","https://openalex.org/W6613631328","https://openalex.org/W6702248584","https://openalex.org/W6818723395"],"related_works":["https://openalex.org/W3036264823","https://openalex.org/W3206528106","https://openalex.org/W2123605750","https://openalex.org/W2912814903","https://openalex.org/W2088740331","https://openalex.org/W2950907416","https://openalex.org/W3038102983","https://openalex.org/W2082479932","https://openalex.org/W2932872266","https://openalex.org/W4281484020"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7}],"updated_date":"2026-06-08T08:47:23.578185","created_date":"2025-10-10T00:00:00"}