{"id":"https://openalex.org/W4387259484","doi":"https://doi.org/10.3390/fi15100327","title":"MSEN: A Multi-Scale Evolutionary Network for Modeling the Evolution of Temporal Knowledge Graphs","display_name":"MSEN: A Multi-Scale Evolutionary Network for Modeling the Evolution of Temporal Knowledge Graphs","publication_year":2023,"publication_date":"2023-09-30","ids":{"openalex":"https://openalex.org/W4387259484","doi":"https://doi.org/10.3390/fi15100327"},"language":"en","primary_location":{"id":"doi:10.3390/fi15100327","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi15100327","pdf_url":"https://www.mdpi.com/1999-5903/15/10/327/pdf?version=1696068071","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/15/10/327/pdf?version=1696068071","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102128759","display_name":"Yong Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Yu","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","University of Chinese Academy of Sciences, Beijing 100191, China","Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China;"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China;","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033646900","display_name":"Shudong Chen","orcid":"https://orcid.org/0000-0002-0781-6913"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shudong Chen","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","University of Chinese Academy of Sciences, Beijing 100191, China","Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China;"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China;","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shudong Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shudong Chen","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","University of Chinese Academy of Sciences, Beijing 100191, China","Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China;"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China;","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100776354","display_name":"Rong Du","orcid":"https://orcid.org/0000-0002-4336-386X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Du","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China;","University of Chinese Academy of Sciences, Beijing 100191, China"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China;","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042573201","display_name":"Da Tong","orcid":"https://orcid.org/0000-0001-6631-4529"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Da Tong","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","University of Chinese Academy of Sciences, Beijing 100191, China","Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China;"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China;","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100684858","display_name":"Hao Xu","orcid":"https://orcid.org/0000-0001-8682-5430"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Xu","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","University of Chinese Academy of Sciences, Beijing 100191, China"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100396688","display_name":"Shuai Chen","orcid":"https://orcid.org/0000-0002-8562-5784"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Chen","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","University of Chinese Academy of Sciences, Beijing 100191, China"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100396688","display_name":"Shuai Chen","orcid":"https://orcid.org/0000-0002-8562-5784"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuai Chen","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","University of Chinese Academy of Sciences, Beijing 100191, China"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100191, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100396688"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392","https://openalex.org/I4210165038"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.3469,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66460729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"15","issue":"10","first_page":"327","last_page":"327"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9865999817848206,"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/computer-science","display_name":"Computer science","score":0.8383209109306335},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.7334246635437012},{"id":"https://openalex.org/keywords/extrapolation","display_name":"Extrapolation","score":0.5430452823638916},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5355828404426575},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5019898414611816},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4522847831249237},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.439314603805542},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4349939823150635},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3881660997867584},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3739945888519287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8383209109306335},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.7334246635437012},{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.5430452823638916},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5355828404426575},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5019898414611816},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4522847831249237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.439314603805542},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4349939823150635},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3881660997867584},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3739945888519287},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi15100327","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi15100327","pdf_url":"https://www.mdpi.com/1999-5903/15/10/327/pdf?version=1696068071","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:15:y:2023:i:10:p:327-:d:1251852","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/15/10/327/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:a7fb0c6d5bee4b3a81d1b5cdc04bba4e","is_oa":true,"landing_page_url":"https://doaj.org/article/a7fb0c6d5bee4b3a81d1b5cdc04bba4e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 15, Iss 10, p 327 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/15/10/327/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/fi15100327","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi15100327","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi15100327","pdf_url":"https://www.mdpi.com/1999-5903/15/10/327/pdf?version=1696068071","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.6000000238418579,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387259484.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1533230146","https://openalex.org/W2127795553","https://openalex.org/W2728059831","https://openalex.org/W2798864014","https://openalex.org/W2889782235","https://openalex.org/W2890410208","https://openalex.org/W2909137510","https://openalex.org/W2951105272","https://openalex.org/W2954554213","https://openalex.org/W2984902757","https://openalex.org/W3080649566","https://openalex.org/W3097986917","https://openalex.org/W3121980643","https://openalex.org/W3174306305","https://openalex.org/W3174368915","https://openalex.org/W3175405178","https://openalex.org/W3182741322","https://openalex.org/W3187578449","https://openalex.org/W3196669501","https://openalex.org/W3211666987","https://openalex.org/W4285140697","https://openalex.org/W4285290570","https://openalex.org/W4285600519","https://openalex.org/W4367047514","https://openalex.org/W4382239895","https://openalex.org/W4385571579","https://openalex.org/W4398265979"],"related_works":["https://openalex.org/W2060561905","https://openalex.org/W1968270095","https://openalex.org/W2220129715","https://openalex.org/W4296478327","https://openalex.org/W2042397106","https://openalex.org/W1417711376","https://openalex.org/W4361730764","https://openalex.org/W1965029248","https://openalex.org/W2333625343","https://openalex.org/W1960072520"],"abstract_inverted_index":{"Temporal":[0],"knowledge":[1,23,33,44,97,130,155],"graphs":[2,24],"play":[3],"an":[4],"increasingly":[5],"prominent":[6],"role":[7],"in":[8,74,117,141],"scenarios":[9],"such":[10,48],"as":[11,39,49],"social":[12],"networks,":[13],"finance,":[14],"and":[15,52,62],"smart":[16],"cities.":[17],"As":[18],"such,":[19],"research":[20,30,57,65],"on":[21,31,60,187],"temporal":[22,32],"continues":[25],"to":[26,67,89,122,146,168,184],"deepen.":[27],"In":[28],"particular,":[29],"graph":[34],"reasoning":[35,56],"holds":[36],"great":[37],"significance,":[38],"it":[40],"can":[41],"provide":[42],"abundant":[43],"for":[45,81,172],"downstream":[46],"tasks":[47],"question":[50],"answering":[51],"recommendation":[53],"systems.":[54],"Current":[55],"focuses":[58],"primarily":[59],"interpolation":[61],"extrapolation.":[63],"Extrapolation":[64],"aims":[66],"predict":[68],"the":[69,92,153,195],"likelihood":[70],"of":[71,95,150],"events":[72,78],"occurring":[73],"future":[75,83,174],"timestamps.":[76],"Historical":[77],"are":[79],"crucial":[80],"predicting":[82,173],"events.":[84,175],"However,":[85],"existing":[86],"models":[87],"struggle":[88],"fully":[90],"capture":[91],"evolutionary":[93,104,159],"characteristics":[94],"historical":[96],"graphs.":[98],"This":[99],"paper":[100],"proposes":[101],"a":[102,118,142],"multi-scale":[103],"network":[105],"(MSEN)":[106],"model":[107,147,162,179],"that":[108],"leverages":[109],"Hierarchical":[110],"Transfer":[111],"aware":[112],"Graph":[113,137],"Neural":[114,138],"Network":[115,139],"(HT-GNN)":[116],"local":[119],"memory":[120,144],"encoder":[121,145],"aggregate":[123],"rich":[124],"structural":[125],"semantics":[126],"from":[127,165],"each":[128],"timestamp\u2019s":[129],"graph.":[131],"It":[132],"also":[133],"utilizes":[134],"Time":[135],"Related":[136],"(TR-GNN)":[140],"global":[143,154,158],"temporal-semantic":[148],"dependencies":[149],"entities":[151],"across":[152],"graph,":[156],"mining":[157],"patterns.":[160],"The":[161,176],"integrates":[163],"information":[164],"both":[166],"encoders":[167],"generate":[169],"entity":[170],"embeddings":[171],"proposed":[177],"MSEN":[178,193],"demonstrates":[180],"strong":[181],"performance":[182],"compared":[183],"several":[185],"baselines":[186],"typical":[188],"benchmark":[189],"datasets.":[190],"Results":[191],"show":[192],"achieves":[194],"highest":[196],"prediction":[197],"accuracy.":[198]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}