{"id":"https://openalex.org/W3024560045","doi":"https://doi.org/10.1109/access.2021.3082932","title":"Foundations and Modeling of Dynamic Networks Using Dynamic Graph Neural Networks: A Survey","display_name":"Foundations and Modeling of Dynamic Networks Using Dynamic Graph Neural Networks: A Survey","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3024560045","doi":"https://doi.org/10.1109/access.2021.3082932","mag":"3024560045"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3082932","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3082932","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09439502.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":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09439502.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059834078","display_name":"Joakim Skarding","orcid":"https://orcid.org/0000-0001-8509-658X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Joakim Skarding","raw_affiliation_strings":["Complex Adaptive Systems Laboratory, Data Science Institute, University of Technology Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Complex Adaptive Systems Laboratory, Data Science Institute, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083181106","display_name":"Bogdan Gabry\u015b","orcid":"https://orcid.org/0000-0002-0790-2846"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bogdan Gabrys","raw_affiliation_strings":["Complex Adaptive Systems Laboratory, Data Science Institute, University of Technology Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Complex Adaptive Systems Laboratory, Data Science Institute, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051832847","display_name":"Katarzyna Musia\u0142","orcid":"https://orcid.org/0000-0001-6038-7647"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Katarzyna Musial","raw_affiliation_strings":["Complex Adaptive Systems Laboratory, Data Science Institute, University of Technology Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Complex Adaptive Systems Laboratory, Data Science Institute, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059834078"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":28.692,"has_fulltext":true,"cited_by_count":298,"citation_normalized_percentile":{"value":0.99752149,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"79143","last_page":"79168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9965000152587891,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9879000186920166,"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":0.7967936992645264},{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.740310788154602},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.5547847151756287},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5411189794540405},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4854493737220764},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4731263518333435},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.4685574173927307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46493667364120483},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.45068636536598206},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.4478965401649475},{"id":"https://openalex.org/keywords/nervous-system-network-models","display_name":"Nervous system network models","score":0.4416516125202179},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4224362373352051},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4136534035205841},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39503663778305054},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38473448157310486},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.2647539973258972},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"Probabilistic neural network","score":0.17508059740066528},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.118784099817276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7967936992645264},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.740310788154602},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.5547847151756287},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5411189794540405},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4854493737220764},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4731263518333435},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.4685574173927307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46493667364120483},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.45068636536598206},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.4478965401649475},{"id":"https://openalex.org/C173079777","wikidata":"https://www.wikidata.org/wiki/Q4299350","display_name":"Nervous system network models","level":5,"score":0.4416516125202179},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4224362373352051},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4136534035205841},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39503663778305054},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38473448157310486},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.2647539973258972},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.17508059740066528},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.118784099817276},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3082932","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3082932","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09439502.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:arXiv.org:2005.07496","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.07496","pdf_url":"https://arxiv.org/pdf/2005.07496","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:doaj.org/article:8e6c5039bb4a414f892f59561de0dd23","is_oa":true,"landing_page_url":"https://doaj.org/article/8e6c5039bb4a414f892f59561de0dd23","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 79143-79168 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3082932","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3082932","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09439502.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":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G1994348273","display_name":null,"funder_award_id":"DP190101087","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G7642628770","display_name":null,"funder_award_id":"DP19010108","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3024560045.pdf","grobid_xml":"https://content.openalex.org/works/W3024560045.grobid-xml"},"referenced_works_count":226,"referenced_works":["https://openalex.org/W60927318","https://openalex.org/W645058498","https://openalex.org/W1485009520","https://openalex.org/W1733902306","https://openalex.org/W1864134408","https://openalex.org/W1937334562","https://openalex.org/W1967087957","https://openalex.org/W1979104937","https://openalex.org/W1993099985","https://openalex.org/W2004110412","https://openalex.org/W2006775240","https://openalex.org/W2008620264","https://openalex.org/W2016289973","https://openalex.org/W2032005951","https://openalex.org/W2039750798","https://openalex.org/W2064675550","https://openalex.org/W2078977059","https://openalex.org/W2091019377","https://openalex.org/W2098005762","https://openalex.org/W2099471712","https://openalex.org/W2099815494","https://openalex.org/W2105821726","https://openalex.org/W2111350126","https://openalex.org/W2111708605","https://openalex.org/W2116341502","https://openalex.org/W2145845082","https://openalex.org/W2154851992","https://openalex.org/W2164727176","https://openalex.org/W2168878667","https://openalex.org/W2180060901","https://openalex.org/W2290847742","https://openalex.org/W2393319904","https://openalex.org/W2395547683","https://openalex.org/W2487521875","https://openalex.org/W2498100293","https://openalex.org/W2519091744","https://openalex.org/W2554952599","https://openalex.org/W2564084673","https://openalex.org/W2565330852","https://openalex.org/W2569260160","https://openalex.org/W2594074022","https://openalex.org/W2604314403","https://openalex.org/W2610034660","https://openalex.org/W2610153490","https://openalex.org/W2612872092","https://openalex.org/W2624431344","https://openalex.org/W2730564095","https://openalex.org/W2734601503","https://openalex.org/W2742491462","https://openalex.org/W2744855322","https://openalex.org/W2757698868","https://openalex.org/W2782823532","https://openalex.org/W2787337315","https://openalex.org/W2788962621","https://openalex.org/W2801182099","https://openalex.org/W2804558096","https://openalex.org/W2806622027","https://openalex.org/W2807021761","https://openalex.org/W2809583854","https://openalex.org/W2890659396","https://openalex.org/W2892035503","https://openalex.org/W2898104583","https://openalex.org/W2902728475","https://openalex.org/W2903764284","https://openalex.org/W2904900486","https://openalex.org/W2905224888","https://openalex.org/W2907192581","https://openalex.org/W2907492528","https://openalex.org/W2925436546","https://openalex.org/W2928227778","https://openalex.org/W2944833253","https://openalex.org/W2946464731","https://openalex.org/W2947473157","https://openalex.org/W2948065500","https://openalex.org/W2949382160","https://openalex.org/W2950898568","https://openalex.org/W2951256120","https://openalex.org/W2952179887","https://openalex.org/W2952383826","https://openalex.org/W2954691982","https://openalex.org/W2957988017","https://openalex.org/W2962767366","https://openalex.org/W2962817261","https://openalex.org/W2962935371","https://openalex.org/W2962948632","https://openalex.org/W2963043672","https://openalex.org/W2963165299","https://openalex.org/W2963241486","https://openalex.org/W2963372519","https://openalex.org/W2963403868","https://openalex.org/W2963460103","https://openalex.org/W2963464736","https://openalex.org/W2963628712","https://openalex.org/W2963757395","https://openalex.org/W2963820516","https://openalex.org/W2963858333","https://openalex.org/W2964015378","https://openalex.org/W2964113829","https://openalex.org/W2964145825","https://openalex.org/W2964295282","https://openalex.org/W2964321699","https://openalex.org/W2965683718","https://openalex.org/W2968397098","https://openalex.org/W2969194307","https://openalex.org/W2969227524","https://openalex.org/W2969280827","https://openalex.org/W2970485172","https://openalex.org/W2970733709","https://openalex.org/W2973697852","https://openalex.org/W2979825117","https://openalex.org/W2981405661","https://openalex.org/W2990045899","https://openalex.org/W2990151032","https://openalex.org/W2991079997","https://openalex.org/W2998116985","https://openalex.org/W2998313947","https://openalex.org/W2998729773","https://openalex.org/W3000084680","https://openalex.org/W3004056434","https://openalex.org/W3007404067","https://openalex.org/W3011667710","https://openalex.org/W3012664577","https://openalex.org/W3012995543","https://openalex.org/W3013819463","https://openalex.org/W3024966284","https://openalex.org/W3026076535","https://openalex.org/W3034616515","https://openalex.org/W3035580113","https://openalex.org/W3036685317","https://openalex.org/W3037819556","https://openalex.org/W3045255111","https://openalex.org/W3080816713","https://openalex.org/W3092145314","https://openalex.org/W3092578447","https://openalex.org/W3095892537","https://openalex.org/W3097986917","https://openalex.org/W3099845049","https://openalex.org/W3100157108","https://openalex.org/W3100187833","https://openalex.org/W3100447784","https://openalex.org/W3100848837","https://openalex.org/W3101588560","https://openalex.org/W3102446989","https://openalex.org/W3103589660","https://openalex.org/W3103720336","https://openalex.org/W3104097132","https://openalex.org/W3120216116","https://openalex.org/W3122868618","https://openalex.org/W3125626040","https://openalex.org/W3152893301","https://openalex.org/W3155874371","https://openalex.org/W3161012769","https://openalex.org/W3208881055","https://openalex.org/W3214753197","https://openalex.org/W4210257598","https://openalex.org/W4229523247","https://openalex.org/W4235019172","https://openalex.org/W4244548826","https://openalex.org/W4248679594","https://openalex.org/W4285719527","https://openalex.org/W4285723986","https://openalex.org/W4287755062","https://openalex.org/W4287777850","https://openalex.org/W4288103428","https://openalex.org/W4288283362","https://openalex.org/W4288337637","https://openalex.org/W4288349237","https://openalex.org/W4293651439","https://openalex.org/W4294558607","https://openalex.org/W4297733535","https://openalex.org/W4297798520","https://openalex.org/W4297987166","https://openalex.org/W4320013936","https://openalex.org/W4322614756","https://openalex.org/W4385245566","https://openalex.org/W6602490565","https://openalex.org/W6628877408","https://openalex.org/W6637855888","https://openalex.org/W6660453563","https://openalex.org/W6676040847","https://openalex.org/W6685350579","https://openalex.org/W6685444988","https://openalex.org/W6690815549","https://openalex.org/W6713582119","https://openalex.org/W6720006811","https://openalex.org/W6726873649","https://openalex.org/W6730084236","https://openalex.org/W6731714541","https://openalex.org/W6737558694","https://openalex.org/W6738964360","https://openalex.org/W6739733045","https://openalex.org/W6739901393","https://openalex.org/W6740822552","https://openalex.org/W6744557953","https://openalex.org/W6745537798","https://openalex.org/W6748320467","https://openalex.org/W6748469543","https://openalex.org/W6748856961","https://openalex.org/W6751519581","https://openalex.org/W6755681159","https://openalex.org/W6756498786","https://openalex.org/W6756589475","https://openalex.org/W6757078134","https://openalex.org/W6757374366","https://openalex.org/W6757831817","https://openalex.org/W6761150088","https://openalex.org/W6765602453","https://openalex.org/W6766768147","https://openalex.org/W6767596638","https://openalex.org/W6767967810","https://openalex.org/W6771247989","https://openalex.org/W6772657252","https://openalex.org/W6773084841","https://openalex.org/W6775671451","https://openalex.org/W6776137863","https://openalex.org/W6777195786","https://openalex.org/W6779329626","https://openalex.org/W6779820681","https://openalex.org/W6779860234","https://openalex.org/W6783641038","https://openalex.org/W6784001018","https://openalex.org/W6785773631","https://openalex.org/W6789266028","https://openalex.org/W6794116754","https://openalex.org/W6841249186","https://openalex.org/W6922378804"],"related_works":["https://openalex.org/W2350593162","https://openalex.org/W2390350206","https://openalex.org/W1969477129","https://openalex.org/W2921208823","https://openalex.org/W2353483812","https://openalex.org/W2131808775","https://openalex.org/W2130038259","https://openalex.org/W4247822881","https://openalex.org/W4249882524","https://openalex.org/W1986326495"],"abstract_inverted_index":{"Dynamic":[0],"networks":[1,20,61,98,115,166],"are":[2],"used":[3],"in":[4,69],"a":[5,65,79,162,176],"wide":[6],"range":[7,80],"of":[8,50,67,81,95,103,155,164,179],"fields,":[9],"including":[10],"social":[11],"network":[12,27,41,82,105,158,183],"analysis,":[13],"recommender":[14],"systems":[15],"and":[16,47,89,99,171],"epidemiology.":[17],"Representing":[18],"complex":[19],"as":[21,39,86,133,135],"structures":[22],"changing":[23],"over":[24],"time":[25],"allow":[26],"models":[28,184],"to":[29,56,75,136,151],"leverage":[30],"not":[31],"only":[32],"structural":[33],"but":[34],"also":[35],"temporal":[36],"patterns.":[37],"However,":[38],"dynamic":[40,104,117,138,157,165,180],"literature":[42],"stems":[43],"from":[44,124],"diverse":[45,131],"fields":[46,132],"makes":[48],"use":[49],"inconsistent":[51],"terminology,":[52],"it":[53],"is":[54,144],"challenging":[55],"navigate.":[57],"Meanwhile,":[58],"graph":[59,96,113,139,181],"neural":[60,97,114,140,182],"(GNNs)":[62],"have":[63],"gained":[64],"lot":[66],"attention":[68],"recent":[70],"years":[71],"for":[72,116],"their":[73],"ability":[74],"perform":[76],"well":[77,134],"on":[78,112],"science":[83],"tasks,":[84],"such":[85],"link":[87],"prediction":[88],"node":[90],"classification.":[91],"Despite":[92],"the":[93,100,121,125,153,156,186],"popularity":[94],"proven":[101],"benefits":[102],"models,":[106],"there":[107],"has":[108],"been":[109],"little":[110],"focus":[111],"networks.":[118],"To":[119],"address":[120,152],"challenges":[122],"resulting":[123],"fact":[126],"that":[127],"this":[128,142],"research":[129],"crosses":[130],"survey":[137,178],"networks,":[141],"work":[143],"split":[145],"into":[146],"two":[147],"main":[148],"parts.":[149],"First,":[150],"ambiguity":[154],"terminology":[159,170],"we":[160,174],"establish":[161],"foundation":[163],"with":[167],"consistent,":[168],"detailed":[169],"notation.":[172],"Second,":[173],"present":[175],"comprehensive":[177],"using":[185],"proposed":[187],"terminology.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":75},{"year":2024,"cited_by_count":75},{"year":2023,"cited_by_count":65},{"year":2022,"cited_by_count":35},{"year":2021,"cited_by_count":30},{"year":2020,"cited_by_count":3}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2020-05-21T00:00:00"}