{"id":"https://openalex.org/W3009178236","doi":"https://doi.org/10.1109/icsai48974.2019.9010470","title":"Interpersonal Ties and the Social Link Recommendation Problem","display_name":"Interpersonal Ties and the Social Link Recommendation Problem","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3009178236","doi":"https://doi.org/10.1109/icsai48974.2019.9010470","mag":"3009178236"},"language":"en","primary_location":{"id":"doi:10.1109/icsai48974.2019.9010470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai48974.2019.9010470","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2292/50062","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005223850","display_name":"Song Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Song Ji","raw_affiliation_strings":["School of Computer Science, The University of Auckland, Auckland, NZ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Auckland, Auckland, NZ","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083914998","display_name":"Jiamou Liu","orcid":"https://orcid.org/0000-0002-0824-0899"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Jiamou Liu","raw_affiliation_strings":["School of Computer Science, The University of Auckland, Auckland, NZ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Auckland, Auckland, NZ","institution_ids":["https://openalex.org/I154130895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154130895"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29986207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"83","issue":null,"first_page":"456","last_page":"462"},"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":0.9994999766349792,"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/T11031","display_name":"Game Theory and Applications","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.6694639921188354},{"id":"https://openalex.org/keywords/closeness","display_name":"Closeness","score":0.656309187412262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6542389392852783},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.6255254745483398},{"id":"https://openalex.org/keywords/interpersonal-ties","display_name":"Interpersonal ties","score":0.6249122619628906},{"id":"https://openalex.org/keywords/betweenness-centrality","display_name":"Betweenness centrality","score":0.5676414966583252},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.46983975172042847},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.44573381543159485},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4329929053783417},{"id":"https://openalex.org/keywords/structural-holes","display_name":"Structural holes","score":0.41179144382476807},{"id":"https://openalex.org/keywords/clustering-coefficient","display_name":"Clustering coefficient","score":0.41036418080329895},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.37760141491889954},{"id":"https://openalex.org/keywords/social-capital","display_name":"Social capital","score":0.32933318614959717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3187713027000427},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17446646094322205},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.15138483047485352},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14655086398124695},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1126919686794281},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09626707434654236}],"concepts":[{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.6694639921188354},{"id":"https://openalex.org/C2779545769","wikidata":"https://www.wikidata.org/wiki/Q5135364","display_name":"Closeness","level":2,"score":0.656309187412262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6542389392852783},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.6255254745483398},{"id":"https://openalex.org/C142189719","wikidata":"https://www.wikidata.org/wiki/Q1276633","display_name":"Interpersonal ties","level":2,"score":0.6249122619628906},{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.5676414966583252},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.46983975172042847},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.44573381543159485},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4329929053783417},{"id":"https://openalex.org/C2778727218","wikidata":"https://www.wikidata.org/wiki/Q22909122","display_name":"Structural holes","level":3,"score":0.41179144382476807},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.41036418080329895},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.37760141491889954},{"id":"https://openalex.org/C68062652","wikidata":"https://www.wikidata.org/wiki/Q214693","display_name":"Social capital","level":2,"score":0.32933318614959717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3187713027000427},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17446646094322205},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.15138483047485352},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14655086398124695},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1126919686794281},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09626707434654236},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icsai48974.2019.9010470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai48974.2019.9010470","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"},{"id":"pmh:oai:researchspace.auckland.ac.nz:2292/50062","is_oa":true,"landing_page_url":"http://hdl.handle.net/2292/50062","pdf_url":null,"source":{"id":"https://openalex.org/S7407055463","display_name":"ResearchSpace (University of Auckland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I154130895","host_organization_name":"University of Auckland","host_organization_lineage":["https://openalex.org/I154130895"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"mag:3084471500","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002216075986335","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","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":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":{"id":"pmh:oai:researchspace.auckland.ac.nz:2292/50062","is_oa":true,"landing_page_url":"http://hdl.handle.net/2292/50062","pdf_url":null,"source":{"id":"https://openalex.org/S7407055463","display_name":"ResearchSpace (University of Auckland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I154130895","host_organization_name":"University of Auckland","host_organization_lineage":["https://openalex.org/I154130895"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W112452101","https://openalex.org/W327576307","https://openalex.org/W398374693","https://openalex.org/W1538375824","https://openalex.org/W1575084925","https://openalex.org/W1979104937","https://openalex.org/W1994321911","https://openalex.org/W2001550906","https://openalex.org/W2026417691","https://openalex.org/W2035653651","https://openalex.org/W2037933327","https://openalex.org/W2056944867","https://openalex.org/W2063049279","https://openalex.org/W2087869819","https://openalex.org/W2103478816","https://openalex.org/W2114844053","https://openalex.org/W2117831564","https://openalex.org/W2138890364","https://openalex.org/W2143046536","https://openalex.org/W2146143400","https://openalex.org/W2159697746","https://openalex.org/W2393099420","https://openalex.org/W2559865276","https://openalex.org/W2963077317","https://openalex.org/W2963512530","https://openalex.org/W2964126306","https://openalex.org/W3098818882","https://openalex.org/W4232932184","https://openalex.org/W6604586129","https://openalex.org/W6611208187","https://openalex.org/W6634307363","https://openalex.org/W6747581376"],"related_works":["https://openalex.org/W2348066662","https://openalex.org/W2357850008","https://openalex.org/W4283689077","https://openalex.org/W4362667792","https://openalex.org/W1504870855","https://openalex.org/W2354626818","https://openalex.org/W2042397917","https://openalex.org/W2188140040","https://openalex.org/W2241780750","https://openalex.org/W2064432722"],"abstract_inverted_index":{"Studies":[0],"on":[1,107],"evolving":[2],"social":[3,20,37,56,71,96,112],"network":[4,21,38,72,140,203],"is":[5,77,105,151,167,190],"a":[6,19,69,85,131,177,187],"prevalent":[7],"topic":[8],"in":[9,88,173,184],"today's":[10],"society.":[11],"Imagine":[12],"an":[13,74],"individual":[14,29,48,75,120,144,157,172],"who":[15,76],"tries":[16],"to":[17,64,79,83,121,158,169,191,207,218],"enter":[18,80],"through":[22],"socialization.":[23],"A":[24],"key":[25],"concern":[26],"of":[27,35,68,102,111,138,175,228,249],"the":[28,36,47,51,60,81,89,94,103,109,115,118,139,142,155,160,164,170,202],"involves":[30],"studying":[31],"which":[32],"other":[33,242],"members":[34,67,137],"he":[39],"or":[40],"she":[41],"should":[42],"interact":[43],"with,":[44],"so":[45],"that":[46,134,195],"may":[49],"gain":[50],"highest":[52],"positional":[53,179],"advantage,":[54],"i.e.,":[55],"capital.":[57],"We":[58,92,205,223],"ask":[59],"question:":[61],"what":[62],"ties":[63,124,147],"make":[65],"with":[66,125],"dynamic":[70,90,95],"for":[73,117,154,230],"trying":[78],"network,":[82],"achieve":[84],"better":[86],"position":[87],"network?":[91],"formalize":[93],"link":[97,210],"recommendation":[98,132,188],"problem.":[99,222],"The":[100,127,149,181],"focus":[101],"problem":[104],"placed":[106],"modeling":[108],"evolution":[110],"networks":[113],"and":[114,213,234],"strategies":[116,217,229],"target":[119,143,156,171],"create":[122],"new":[123],"others.":[126],"result":[128],"will":[129],"be":[130],"mechanism":[133,189],"suggests":[135],"potential":[136,193],"whom":[141],"could":[145],"establish":[146],"with.":[148],"goal":[150],"not":[152],"only":[153],"adopt":[159],"recommended":[161,165],"output":[162,166],"but":[163],"beneficial":[168,197],"terms":[174],"gaining":[176],"higher":[178],"advantage.":[180],"main":[182],"challenge":[183],"building":[185],"such":[186,245],"identify":[192],"links":[194],"are":[196],"while":[198],"taking":[199],"into":[200],"account":[201],"dynamics.":[204],"aim":[206],"utilize":[208],"multiple":[209],"prediction":[211],"algorithms":[212],"propose":[214],"edge":[215],"establishing":[216],"solve":[219],"this":[220],"specified":[221],"evaluate":[224],"these":[225],"two":[226],"sorts":[227],"average":[231,235],"recall":[232],"rate":[233],"closeness":[236],"centrality":[237],"metrics,":[238],"as":[239,241,246],"well":[240],"structural":[243],"properties":[244],"diameter,":[247],"distribution":[248],"clustering":[250],"coefficient.":[251]},"counts_by_year":[],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
