{"id":"https://openalex.org/W2740454492","doi":"https://doi.org/10.1109/tkde.2017.2733530","title":"Embedding Learning with Events in Heterogeneous Information Networks","display_name":"Embedding Learning with Events in Heterogeneous Information Networks","publication_year":2017,"publication_date":"2017-07-31","ids":{"openalex":"https://openalex.org/W2740454492","doi":"https://doi.org/10.1109/tkde.2017.2733530","mag":"2740454492","pmid":"https://pubmed.ncbi.nlm.nih.gov/29242698"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2017.2733530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2017.2733530","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5726307","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086696415","display_name":"Huan Gui","orcid":"https://orcid.org/0000-0001-5621-1753"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Huan Gui","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana-Champaign, Urbana, IL"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101681241","display_name":"Jialu Liu","orcid":"https://orcid.org/0000-0002-8962-309X"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jialu Liu","raw_affiliation_strings":["Google Research, New York, NY, USA","Google Research, New York, NY"],"affiliations":[{"raw_affiliation_string":"Google Research, New York, NY, USA","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google Research, New York, NY","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043659320","display_name":"Fangbo Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fangbo Tao","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana-Champaign, Urbana, IL"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074821819","display_name":"Meng Jiang","orcid":"https://orcid.org/0000-0002-3009-519X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meng Jiang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana-Champaign, Urbana, IL"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048591183","display_name":"Brandon Norick","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brandon Norick","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana-Champaign, Urbana, IL"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022713560","display_name":"Lance Kaplan","orcid":"https://orcid.org/0000-0002-3627-4471"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lance Kaplan","raw_affiliation_strings":["U.S. Army Research Laboratory, Adelphi, MD, USA","U.S. Army Research Laboratory, Adelphi, MD"],"affiliations":[{"raw_affiliation_string":"U.S. Army Research Laboratory, Adelphi, MD, USA","institution_ids":["https://openalex.org/I166416128"]},{"raw_affiliation_string":"U.S. Army Research Laboratory, Adelphi, MD","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019539533","display_name":"Jiawei Han","orcid":"https://orcid.org/0000-0002-3629-2696"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiawei Han","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana-Champaign, Urbana, IL"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5086696415"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":5.9856,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.96859595,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"29","issue":"11","first_page":"2428","last_page":"2441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994999766349792,"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":0.9994999766349792,"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/T11478","display_name":"Caching and Content Delivery","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.5905753374099731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3805599808692932},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34304380416870117}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5905753374099731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3805599808692932},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34304380416870117}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tkde.2017.2733530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2017.2733530","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmid:29242698","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29242698","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on knowledge and data engineering","raw_type":null},{"id":"pmh:oai:europepmc.org:5155420","is_oa":false,"landing_page_url":"http://europepmc.org/pmc/articles/PMC5726307","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:5726307","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5726307","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Knowl Data Eng","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:5726307","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5726307","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Knowl Data Eng","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1346049954","display_name":null,"funder_award_id":"1U54GM114838","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G4745953185","display_name":null,"funder_award_id":"IIS-1320617","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G7819319970","display_name":null,"funder_award_id":"IIS 16-18481","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G948678646","display_name":null,"funder_award_id":"W911NF-09-2-0053","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W40442397","https://openalex.org/W1426956448","https://openalex.org/W1556771345","https://openalex.org/W1562561653","https://openalex.org/W1770543141","https://openalex.org/W1888005072","https://openalex.org/W1975563293","https://openalex.org/W1976526581","https://openalex.org/W1979584682","https://openalex.org/W2001141328","https://openalex.org/W2019767285","https://openalex.org/W2024165284","https://openalex.org/W2037933327","https://openalex.org/W2052104835","https://openalex.org/W2062797058","https://openalex.org/W2073749068","https://openalex.org/W2089349245","https://openalex.org/W2090534913","https://openalex.org/W2090891622","https://openalex.org/W2101802482","https://openalex.org/W2120861206","https://openalex.org/W2125031621","https://openalex.org/W2127795553","https://openalex.org/W2131571251","https://openalex.org/W2133874182","https://openalex.org/W2135029798","https://openalex.org/W2138243089","https://openalex.org/W2138399168","https://openalex.org/W2145658888","https://openalex.org/W2152755144","https://openalex.org/W2152825437","https://openalex.org/W2153579005","https://openalex.org/W2154851992","https://openalex.org/W2156718197","https://openalex.org/W2158028897","https://openalex.org/W2164053284","https://openalex.org/W2166468440","https://openalex.org/W2170798597","https://openalex.org/W2184957013","https://openalex.org/W2187089797","https://openalex.org/W2283196293","https://openalex.org/W2387462954","https://openalex.org/W2393319904","https://openalex.org/W2509893387","https://openalex.org/W2517417371","https://openalex.org/W2536006166","https://openalex.org/W2543665857","https://openalex.org/W2584848220","https://openalex.org/W2604230684","https://openalex.org/W2962756421","https://openalex.org/W2963177757","https://openalex.org/W2964154748","https://openalex.org/W3100330855","https://openalex.org/W3101072749","https://openalex.org/W3104097132","https://openalex.org/W3104717349","https://openalex.org/W3105705953","https://openalex.org/W3143596294","https://openalex.org/W4232932184","https://openalex.org/W4294170691","https://openalex.org/W6601599523","https://openalex.org/W6638042898","https://openalex.org/W6674573128","https://openalex.org/W6675255137","https://openalex.org/W6678040779","https://openalex.org/W6678830454","https://openalex.org/W6678885109","https://openalex.org/W6680012447","https://openalex.org/W6680402377","https://openalex.org/W6682691769","https://openalex.org/W6682755970","https://openalex.org/W6686133869","https://openalex.org/W6695596964","https://openalex.org/W6726226389","https://openalex.org/W6728882472","https://openalex.org/W6729265172"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"In":[0,13,135],"real-world":[1,149],"applications,":[2],"objects":[3,33,72,84,99],"of":[4,45,123,156],"multiple":[5],"types":[6],"are":[7],"interconnected,":[8],"forming":[9],"<i>Heterogeneous":[10],"Information":[11],"Networks</i>.":[12],"such":[14,46],"heterogeneous":[15,64],"information":[16,65,122],"networks,":[17,66],"we":[18,49],"make":[19],"the":[20,32,71,81,101,107,114,141,152,157],"key":[21],"observation":[22],"that":[23],"many":[24],"interactions":[25],"happen":[26],"due":[27],"to":[28,57,130],"some":[29],"<i>event</i>":[30],"and":[31,103,133,154],"in":[34,63,74,85,100],"each":[35,86,118],"event":[36,87,108],"form":[37],"a":[38,47,51,68,93,124],"complete":[39],"semantic":[40],"unit.":[41],"By":[42],"taking":[43],"advantage":[44],"property,":[48],"propose":[50],"generic":[52],"framework":[53,79],"called":[54],"<b>H</b><i>yper</i><b>E</b><i>dge</i>-<b>B</b><i>ased</i><b>E</b><i>mbedding</i>":[55],"(Hebe)":[56],"learn":[58],"object":[59,95],"embeddings":[60],"with":[61,88],"events":[62],"where":[67],"<i>hyperedge</i>":[69],"encompasses":[70],"participating":[73,98,115],"one":[75],"event.":[76],"The":[77],"Hebe":[78,127,137],"models":[80],"proximity":[82],"among":[83],"two":[89],"methods:":[90],"(1)":[91],"predicting":[92,105],"target":[94],"given":[96,112,125],"other":[97],"event,":[102,126],"(2)":[104],"if":[106],"can":[109],"be":[110],"observed":[111],"all":[113],"objects.":[116],"Since":[117],"hyperedge":[119],"encapsulates":[120],"more":[121],"is":[128,138],"robust":[129],"data":[131,142],"sparseness":[132],"noise.":[134],"addition,":[136],"scalable":[139],"when":[140],"size":[143],"spirals.":[144],"Extensive":[145],"experiments":[146],"on":[147],"large-scale":[148],"datasets":[150],"show":[151],"efficacy":[153],"robustness":[155],"proposed":[158],"framework.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}