{"id":"https://openalex.org/W4312815851","doi":"https://doi.org/10.1109/access.2022.3225413","title":"A Novel Global Prototype-Based Node Embedding Technique","display_name":"A Novel Global Prototype-Based Node Embedding Technique","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312815851","doi":"https://doi.org/10.1109/access.2022.3225413"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3225413","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3225413","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09965394.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09965394.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081835271","display_name":"Zyad Alkayem","orcid":"https://orcid.org/0000-0001-9974-8702"},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Zyad Alkayem","raw_affiliation_strings":["Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-9974-8702","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt","institution_ids":["https://openalex.org/I32619867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066401537","display_name":"Rami Zewail","orcid":"https://orcid.org/0000-0003-1306-3361"},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Rami Zewail","raw_affiliation_strings":["Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-1306-3361","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt","institution_ids":["https://openalex.org/I32619867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048030732","display_name":"Amin Shoukry","orcid":"https://orcid.org/0000-0002-8024-3795"},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Amin Shoukry","raw_affiliation_strings":["Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt","institution_ids":["https://openalex.org/I32619867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102867777","display_name":"Daisuke Kawahara","orcid":"https://orcid.org/0000-0002-3598-1027"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daisuke Kawahara","raw_affiliation_strings":["School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3598-1027","affiliations":[{"raw_affiliation_string":"School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066251602","display_name":"Samir A. Elsagheer Mohamed","orcid":"https://orcid.org/0000-0003-4388-1998"},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Samir A. Elsagheer Mohamed","raw_affiliation_strings":["Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-4388-1998","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt","institution_ids":["https://openalex.org/I32619867"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1159,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54659893,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"125311","last_page":"125318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"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":0.9994000196456909,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9799000024795532,"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/embedding","display_name":"Embedding","score":0.8294994235038757},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7679994106292725},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.7034710645675659},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.6967318654060364},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5932112336158752},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5686500072479248},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5492680668830872},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.49307891726493835},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4261462092399597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3341403305530548}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.8294994235038757},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7679994106292725},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.7034710645675659},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.6967318654060364},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5932112336158752},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5686500072479248},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5492680668830872},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.49307891726493835},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4261462092399597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3341403305530548},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3225413","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3225413","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09965394.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f399c1ee86434227bd3642f6769121ff","is_oa":true,"landing_page_url":"https://doaj.org/article/f399c1ee86434227bd3642f6769121ff","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":"IEEE Access, Vol 10, Pp 125311-125318 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3225413","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3225413","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09965394.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312815851.pdf","grobid_xml":"https://content.openalex.org/works/W4312815851.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W2064675550","https://openalex.org/W2117831564","https://openalex.org/W2154851992","https://openalex.org/W2155653793","https://openalex.org/W2162630660","https://openalex.org/W2294347342","https://openalex.org/W2583803680","https://openalex.org/W2612872092","https://openalex.org/W2803831897","https://openalex.org/W2900470550","https://openalex.org/W2952575904","https://openalex.org/W2962756421","https://openalex.org/W2963224980","https://openalex.org/W2963555845","https://openalex.org/W2964015378","https://openalex.org/W2970558762","https://openalex.org/W2985331920","https://openalex.org/W2990908872","https://openalex.org/W3027744861","https://openalex.org/W3033754547","https://openalex.org/W3035237749","https://openalex.org/W3091905774","https://openalex.org/W3094504436","https://openalex.org/W3098276446","https://openalex.org/W3104097132","https://openalex.org/W3106006733","https://openalex.org/W3106263792","https://openalex.org/W3207377746","https://openalex.org/W3210619801","https://openalex.org/W4206482253","https://openalex.org/W4223919034","https://openalex.org/W4287118279","https://openalex.org/W4287780403","https://openalex.org/W4294170691","https://openalex.org/W4294558607","https://openalex.org/W6636510571","https://openalex.org/W6682691769","https://openalex.org/W6726873649","https://openalex.org/W6738964360","https://openalex.org/W6744879521","https://openalex.org/W6756561102","https://openalex.org/W6763057493","https://openalex.org/W6777331262","https://openalex.org/W6777583473","https://openalex.org/W6780093097","https://openalex.org/W6783596713","https://openalex.org/W6786343128","https://openalex.org/W6802726768","https://openalex.org/W6840376556"],"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":{"Node":[0],"embedding":[1,32,65,139],"refers":[2],"to":[3,43,108],"learning":[4],"or":[5],"generating":[6,78],"low-dimensional":[7],"representations":[8],"for":[9,53,77],"nodes":[10,90,96,127],"in":[11,30,51,128,145],"a":[12,27,34,75,129,146],"given":[13],"graph.":[14,101,130],"In":[15],"the":[16,59,92,99,120],"era":[17],"of":[18,37,89,94,111,118,126,148],"big":[19],"data":[20],"and":[21,113,141],"large":[22],"graphs,":[23],"there":[24],"has":[25,67],"been":[26,49],"growing":[28],"interest":[29],"node":[31,54,81],"across":[33],"wide":[35],"range":[36],"applications,":[38],"ranging":[39],"from":[40],"social":[41],"media":[42],"healthcare.":[44],"Numerous":[45],"research":[46],"efforts":[47],"have":[48],"invested":[50],"searching":[52],"embeddings":[55,82,116],"that":[56,83],"maximally":[57],"preserve":[58],"associated":[60],"graph":[61],"properties.":[62],"However,":[63],"each":[64],"technique":[66,103,134],"its":[68],"own":[69],"relative":[70],"disadvantages.":[71],"This":[72],"paper":[73],"presents":[74],"method":[76],"deep":[79],"neural":[80],"encode":[84],"dissimilarity":[85,112,121],"scores":[86],"between":[87,122],"pairs":[88,125],"with":[91],"help":[93],"prototype":[95],"spread":[97],"throughout":[98],"target":[100],"The":[102],"we":[104],"develop":[105],"is":[106],"adaptable":[107],"various":[109],"notions":[110],"yields":[114],"efficient":[115],"capable":[117],"estimating":[119],"any":[123],"two":[124],"We":[131],"compare":[132],"our":[133],"against":[135],"some":[136],"state-of-the-art":[137],"similar":[138],"techniques":[140],"demonstrate":[142],"superior":[143],"results":[144],"number":[147],"experiments":[149],"using":[150],"several":[151],"benchmark":[152],"datasets.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}