{"id":"https://openalex.org/W2770628529","doi":"https://doi.org/10.1145/3110025.3116209","title":"Combining structural and dynamic information to predict activity in link streams","display_name":"Combining structural and dynamic information to predict activity in link streams","publication_year":2017,"publication_date":"2017-07-31","ids":{"openalex":"https://openalex.org/W2770628529","doi":"https://doi.org/10.1145/3110025.3116209","mag":"2770628529"},"language":"en","primary_location":{"id":"doi:10.1145/3110025.3116209","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3110025.3116209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023903633","display_name":"Thibaud Arnoux","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I3017942884","display_name":"Institut de Math\u00e9matiques de Jussieu-Paris Rive Gauche","ror":"https://ror.org/03fk87k11","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I3017942884","https://openalex.org/I39804081","https://openalex.org/I4210141950"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Thibaud Arnoux","raw_affiliation_strings":["Sorbonne Universit\u00e9s, CNRS, Jussieu, Paris"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9s, CNRS, Jussieu, Paris","institution_ids":["https://openalex.org/I3017942884","https://openalex.org/I39804081","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056981393","display_name":"Lionel Tabourier","orcid":"https://orcid.org/0000-0002-9160-8083"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I3017942884","display_name":"Institut de Math\u00e9matiques de Jussieu-Paris Rive Gauche","ror":"https://ror.org/03fk87k11","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I3017942884","https://openalex.org/I39804081","https://openalex.org/I4210141950"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lionel Tabourier","raw_affiliation_strings":["Sorbonne Universit\u00e9s, CNRS, Jussieu, Paris"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9s, CNRS, Jussieu, Paris","institution_ids":["https://openalex.org/I3017942884","https://openalex.org/I39804081","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031952531","display_name":"Matthieu Latapy","orcid":"https://orcid.org/0000-0002-0975-6109"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I3017942884","display_name":"Institut de Math\u00e9matiques de Jussieu-Paris Rive Gauche","ror":"https://ror.org/03fk87k11","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I3017942884","https://openalex.org/I39804081","https://openalex.org/I4210141950"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Matthieu Latapy","raw_affiliation_strings":["Sorbonne Universit\u00e9s, CNRS, Jussieu, Paris"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9s, CNRS, Jussieu, Paris","institution_ids":["https://openalex.org/I3017942884","https://openalex.org/I39804081","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023903633"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I3017942884"],"apc_list":null,"apc_paid":null,"fwci":0.75924235,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69896007,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"935","last_page":"942"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9789000153541565,"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":0.783791184425354},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.7320091128349304},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5510882139205933},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.5061811804771423},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.491974800825119},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.48452991247177124},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.44572556018829346},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.43703871965408325},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.43294820189476013},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18069595098495483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.783791184425354},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.7320091128349304},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5510882139205933},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.5061811804771423},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.491974800825119},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.48452991247177124},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.44572556018829346},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.43703871965408325},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.43294820189476013},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18069595098495483},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3110025.3116209","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3110025.3116209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G70834749","display_name":null,"funder_award_id":"732942","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1746637951","https://openalex.org/W1979104937","https://openalex.org/W2003707464","https://openalex.org/W2037933327","https://openalex.org/W2131492273","https://openalex.org/W2133255965","https://openalex.org/W2136583165","https://openalex.org/W2146143400","https://openalex.org/W2150587298","https://openalex.org/W2151498529","https://openalex.org/W2154454189","https://openalex.org/W2168281373","https://openalex.org/W2206127307","https://openalex.org/W2768375068","https://openalex.org/W2963523474","https://openalex.org/W3037819556","https://openalex.org/W4232932184","https://openalex.org/W6679985502"],"related_works":["https://openalex.org/W2010317732","https://openalex.org/W2483328176","https://openalex.org/W2061705145","https://openalex.org/W193205649","https://openalex.org/W45006177","https://openalex.org/W2016919266","https://openalex.org/W1982793386","https://openalex.org/W2537623333","https://openalex.org/W4293083682","https://openalex.org/W2061507057"],"abstract_inverted_index":{"A":[0],"link":[1,50,85],"stream":[2],"is":[3,31,53,107],"a":[4,63,71,89,103],"sequence":[5],"of":[6,29,46,59,66,76,114],"triplets":[7],"(t,":[8],"u,":[9],"v)":[10],"meaning":[11],"that":[12,52,73],"nodes":[13],"u":[14],"and":[15,26,68,79,99],"v":[16],"have":[17],"interacted":[18],"at":[19],"time":[20,67],"t.":[21],"Capturing":[22],"both":[23],"the":[24,44,57,77,84,93,111],"structural":[25,80],"temporal":[27,78],"aspects":[28],"interactions":[30],"crucial":[32],"for":[33],"many":[34],"real":[35],"world":[36],"datasets":[37],"like":[38],"contact":[39],"between":[40],"individuals.":[41],"We":[42,87],"tackle":[43],"issue":[45],"activity":[47,113],"prediction":[48,104],"in":[49,83,102],"streams,":[51],"to":[54,91,109],"say":[55],"predicting":[56],"number":[58],"links":[60],"occurring":[61],"during":[62],"given":[64],"period":[65],"we":[69],"present":[70],"protocol":[72],"takes":[74],"advantage":[75],"information":[81,94],"contained":[82],"stream.":[86],"introduce":[88],"way":[90],"represent":[92],"captured":[95],"using":[96],"different":[97],"features":[98],"combine":[100],"them":[101],"function":[105],"which":[106],"used":[108],"evaluate":[110],"future":[112],"links.":[115]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
