{"id":"https://openalex.org/W4241000412","doi":"https://doi.org/10.1109/asonam.2016.7752375","title":"A holistic approach for predicting links in coevolving multiplex networks","display_name":"A holistic approach for predicting links in coevolving multiplex networks","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W4241000412","doi":"https://doi.org/10.1109/asonam.2016.7752375"},"language":"en","primary_location":{"id":"doi:10.1109/asonam.2016.7752375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2016.7752375","pdf_url":null,"source":{"id":"https://openalex.org/S4363608003","display_name":"2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2015/4199","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062940633","display_name":"Alireza Hajibagheri","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alireza Hajibagheri","raw_affiliation_strings":["University of Central Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Florida","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025542785","display_name":"Gita Sukthankar","orcid":"https://orcid.org/0000-0002-6863-6609"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gita Sukthankar","raw_affiliation_strings":["University of Central Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Florida","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088200494","display_name":"Kiran Lakkaraju","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kiran Lakkaraju","raw_affiliation_strings":["Sandia National Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sandia National Labs","institution_ids":["https://openalex.org/I4210104735"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3556,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.61066667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1079","last_page":"1086"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9944999814033508,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multiplex","display_name":"Multiplex","score":0.7112520933151245},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5583276748657227},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07389500737190247}],"concepts":[{"id":"https://openalex.org/C2781188995","wikidata":"https://www.wikidata.org/wiki/Q6934982","display_name":"Multiplex","level":2,"score":0.7112520933151245},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5583276748657227},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07389500737190247},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asonam.2016.7752375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2016.7752375","pdf_url":null,"source":{"id":"https://openalex.org/S4363608003","display_name":"2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-5198","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/4199","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-5198","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/4199","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320310058","display_name":"University of Arkansas","ror":"https://ror.org/05jbt9m15"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320338291","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W34646664","https://openalex.org/W87579370","https://openalex.org/W188608978","https://openalex.org/W274848666","https://openalex.org/W1556758605","https://openalex.org/W1575116203","https://openalex.org/W1962007372","https://openalex.org/W1979104937","https://openalex.org/W1995213405","https://openalex.org/W2001344462","https://openalex.org/W2007444087","https://openalex.org/W2019786737","https://openalex.org/W2020382732","https://openalex.org/W2021152189","https://openalex.org/W2022867359","https://openalex.org/W2028777193","https://openalex.org/W2032553509","https://openalex.org/W2036120890","https://openalex.org/W2082604907","https://openalex.org/W2130753955","https://openalex.org/W2154454189","https://openalex.org/W2168281373","https://openalex.org/W2241240972","https://openalex.org/W2257310903","https://openalex.org/W2499358516","https://openalex.org/W2962701818","https://openalex.org/W3037826211","https://openalex.org/W4232932184","https://openalex.org/W6640893731","https://openalex.org/W6690409267"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2087421209","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3006199032","https://openalex.org/W2382290278","https://openalex.org/W1963826946","https://openalex.org/W2559664082"],"abstract_inverted_index":{"Networks":[0],"extracted":[1],"from":[2,137],"social":[3],"media":[4],"platforms":[5],"frequently":[6],"include":[7],"multiple":[8],"types":[9,77],"of":[10,47,75,78,150,165],"links":[11,18,66,79],"that":[12,89,157,171],"dynamically":[13],"change":[14],"over":[15],"time;":[16],"these":[17],"can":[19,57,101],"be":[20],"used":[21,145],"to":[22,146,161],"represent":[23],"dyadic":[24],"interactions":[25],"such":[26],"as":[27],"economic":[28],"transactions,":[29],"communications,":[30],"and":[31],"shared":[32],"activities.":[33],"Organizing":[34],"this":[35],"data":[36],"into":[37],"a":[38,48,90,103,119,151,163],"dynamic":[39],"multiplex":[40],"network,":[41],"where":[42],"each":[43,114],"layer":[44,69,134,153],"is":[45,110],"composed":[46],"single":[49,152],"edge":[50],"type":[51],"linking":[52],"the":[53,82,96,132,138,148],"same":[54,83],"underlying":[55],"vertices,":[56],"reveal":[58],"interesting":[59],"cross-layer":[60],"interaction":[61],"patterns.":[62],"In":[63],"coevolving":[64],"networks,":[65],"in":[67,71,93,106,113,126],"one":[68],"result":[70],"an":[72],"increased":[73],"probability":[74],"other":[76,139,176],"forming":[80],"between":[81],"node":[84],"pair.":[85],"Hence":[86],"we":[87],"believe":[88],"holistic":[91],"approach":[92,105],"which":[94,107,127],"all":[95],"layers":[97],"are":[98,135,144],"simultaneously":[99],"considered":[100],"outperform":[102],"factored":[104],"link":[108,128,154],"prediction":[109,155],"performed":[111],"separately":[112],"layer.":[115],"This":[116],"paper":[117],"introduces":[118],"comprehensive":[120],"framework,":[121],"MLP":[122],"(Multiplex":[123],"Link":[124],"Prediction),":[125],"existence":[129],"likelihoods":[130,143],"for":[131,178],"target":[133],"learned":[136],"network":[140,182],"layers.":[141,183],"These":[142],"reweight":[147],"output":[149],"method":[156],"uses":[158],"rank":[159],"aggregation":[160],"combine":[162],"set":[164],"topological":[166],"metrics.":[167],"Our":[168],"experiments":[169],"show":[170],"our":[172],"reweighting":[173],"procedure":[174],"outperforms":[175],"methods":[177],"fusing":[179],"information":[180],"across":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-12T07:12:00.856984","created_date":"2025-10-10T00:00:00"}