{"id":"https://openalex.org/W4391610425","doi":"https://doi.org/10.1007/s11063-024-11481-8","title":"Knowledge Graph Embedding via Triplet Component Interactions","display_name":"Knowledge Graph Embedding via Triplet Component Interactions","publication_year":2024,"publication_date":"2024-02-07","ids":{"openalex":"https://openalex.org/W4391610425","doi":"https://doi.org/10.1007/s11063-024-11481-8"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-024-11481-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11481-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11481-8.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11481-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100453676","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0003-2369-2129"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]},{"id":"https://openalex.org/I4210145478","display_name":"Beijing Municipal Education Commission","ror":"https://ror.org/04bpn6s66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210145478"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["Key Laboratory of Communication and Information Systems, Beijing Municipal Commission of Education, Beijing, 100044, China","School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Communication and Information Systems, Beijing Municipal Commission of Education, Beijing, 100044, China","institution_ids":["https://openalex.org/I4210145478"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032500781","display_name":"Bo Shen","orcid":"https://orcid.org/0000-0002-1040-1575"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]},{"id":"https://openalex.org/I4210145478","display_name":"Beijing Municipal Education Commission","ror":"https://ror.org/04bpn6s66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210145478"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Shen","raw_affiliation_strings":["Key Laboratory of Communication and Information Systems, Beijing Municipal Commission of Education, Beijing, 100044, China","School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Communication and Information Systems, Beijing Municipal Commission of Education, Beijing, 100044, China","institution_ids":["https://openalex.org/I4210145478"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687474","display_name":"Jinglin Zhang","orcid":"https://orcid.org/0000-0001-7499-1992"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]},{"id":"https://openalex.org/I4210145478","display_name":"Beijing Municipal Education Commission","ror":"https://ror.org/04bpn6s66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210145478"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinglin Zhang","raw_affiliation_strings":["Key Laboratory of Communication and Information Systems, Beijing Municipal Commission of Education, Beijing, 100044, China","School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Communication and Information Systems, Beijing Municipal Commission of Education, Beijing, 100044, China","institution_ids":["https://openalex.org/I4210145478"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100314009","display_name":"Yu Zhong","orcid":"https://orcid.org/0000-0001-5623-1076"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]},{"id":"https://openalex.org/I4210145478","display_name":"Beijing Municipal Education Commission","ror":"https://ror.org/04bpn6s66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210145478"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhong","raw_affiliation_strings":["Key Laboratory of Communication and Information Systems, Beijing Municipal Commission of Education, Beijing, 100044, China","School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Communication and Information Systems, Beijing Municipal Commission of Education, Beijing, 100044, China","institution_ids":["https://openalex.org/I4210145478"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032500781"],"corresponding_institution_ids":["https://openalex.org/I21193070","https://openalex.org/I4210145478"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.8335,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75055826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"56","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":1.0,"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":1.0,"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":0.9866999983787537,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9811999797821045,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6748830080032349},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.655689001083374},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6063951253890991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47657084465026855},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43740078806877136},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4021027386188507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31280097365379333},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1540054976940155}],"concepts":[{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6748830080032349},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.655689001083374},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6063951253890991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47657084465026855},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43740078806877136},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4021027386188507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31280097365379333},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1540054976940155},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-024-11481-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11481-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11481-8.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11063-024-11481-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11481-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11481-8.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7081501448","display_name":null,"funder_award_id":"2021YFC3300204","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391610425.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1552847225","https://openalex.org/W2022166150","https://openalex.org/W2080133951","https://openalex.org/W2081580037","https://openalex.org/W2094728533","https://openalex.org/W2184957013","https://openalex.org/W2250184916","https://openalex.org/W2250342289","https://openalex.org/W2283196293","https://openalex.org/W2509893387","https://openalex.org/W2604314403","https://openalex.org/W2728059831","https://openalex.org/W2739716023","https://openalex.org/W2759136286","https://openalex.org/W2888572441","https://openalex.org/W2905267911","https://openalex.org/W2949182780","https://openalex.org/W2949972983","https://openalex.org/W2950393809","https://openalex.org/W2963485453","https://openalex.org/W2997897037","https://openalex.org/W3003265726","https://openalex.org/W3005298035","https://openalex.org/W3102903061","https://openalex.org/W3129049019","https://openalex.org/W3175989614","https://openalex.org/W3208080130","https://openalex.org/W4205349486","https://openalex.org/W6600186770","https://openalex.org/W6600266142","https://openalex.org/W6600480908","https://openalex.org/W6600655691","https://openalex.org/W6727875242"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2357256365","https://openalex.org/W2348502264","https://openalex.org/W2183306018","https://openalex.org/W2365486383","https://openalex.org/W2362059367","https://openalex.org/W2549990292","https://openalex.org/W2345479200","https://openalex.org/W2901443725","https://openalex.org/W2932872266"],"abstract_inverted_index":{"Abstract":[0],"In":[1,75],"knowledge":[2,82,153,169],"graph":[3,18,83,92,170],"embedding,":[4],"multidimensional":[5],"representations":[6],"of":[7,120,166,201],"entities":[8,69,112,143],"and":[9,39,49,64,108,113,134,144,157,186,188,196,205],"relations":[10,114],"are":[11,71,115,159],"learned":[12],"in":[13,24,91,168,213],"vector":[14],"space.":[15],"Although":[16],"distance-based":[17],"embedding":[19,84],"methods":[20],"have":[21],"shown":[22],"promise":[23],"link":[25,214],"prediction,":[26],"they":[27],"neglect":[28],"context":[29,53,89],"information":[30,54,90,147],"among":[31],"the":[32,36,56,61,66,139,152,163],"triplet":[33,63],"components,":[34],"i.e.,":[35],"head_entity,":[37],"relation,":[38],"tail_entity,":[40],"limiting":[41],"their":[42],"ability":[43,165],"to":[44,148,161],"describe":[45],"multivariate":[46],"relation":[47,180],"patterns":[48,181],"mapping":[50,190],"properties.":[51],"Such":[52],"denotes":[55],"entity":[57],"structural":[58],"association":[59],"inside":[60],"same":[62],"implies":[65],"correlation":[67],"between":[68,106,141],"that":[70,86,208],"not":[72],"directly":[73],"connected.":[74],"this":[76],"work,":[77],"we":[78],"propose":[79],"a":[80,174],"novel":[81],"model":[85],"explicitly":[87],"considers":[88],"e":[93],"mbedding":[94],"via":[95],"t":[96],"riplet":[97],"c":[98],"omponent":[99],"i":[100],"nteractions":[101],"(TCIE).":[102],"To":[103],"build":[104],"connections":[105,140],"components":[107],"incorporate":[109],"contextual":[110,146],"information,":[111],"represented":[116],"as":[117],"vectors":[118],"comprised":[119],"two":[121],"specialized":[122],"parts,":[123],"enabling":[124],"comprehensive":[125],"interaction.":[126],"By":[127],"simultaneously":[128],"interacting":[129],"with":[130],"one-hop":[131],"related":[132],"head":[133],"tail":[135],"entities,":[136],"TCIE":[137,167,172,209],"strengthens":[138],"distant":[142],"enables":[145],"be":[149],"transmitted":[150],"across":[151],"graph.":[154],"Mathematical":[155],"proofs":[156],"experiments":[158],"performed":[160],"analyse":[162],"modelling":[164,178],"embedding.":[171],"shows":[173,207],"strong":[175],"capacity":[176],"for":[177],"four":[179,189],"(i.e.,":[182,192],"symmetry,":[183],"antisymmetry,":[184],"inverse,":[185],"composition)":[187],"properties":[191],"one-to-one,":[193],"one-to-many,":[194],"many-to-one,":[195],"many-to-many).":[197],"The":[198],"experimental":[199],"evaluation":[200],"ogbl-wikikg2,":[202],"ogbl-biokg,":[203],"FB15k,":[204],"FB15k-237":[206],"achieves":[210],"state-of-the-art":[211],"results":[212],"prediction.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
