{"id":"https://openalex.org/W2073415627","doi":"https://doi.org/10.1145/1772690.1772756","title":"Predicting positive and negative links in online social networks","display_name":"Predicting positive and negative links in online social networks","publication_year":2010,"publication_date":"2010-04-26","ids":{"openalex":"https://openalex.org/W2073415627","doi":"https://doi.org/10.1145/1772690.1772756","mag":"2073415627"},"language":"en","primary_location":{"id":"doi:10.1145/1772690.1772756","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1772690.1772756","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th international conference on World wide web","raw_type":"proceedings-article"},"type":"article","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/A5091272738","display_name":"Jure Leskovec","orcid":"https://orcid.org/0000-0002-5411-923X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jure Leskovec","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112446832","display_name":"Daniel P. Huttenlocher","orcid":null},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Huttenlocher","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055710645","display_name":"Jon Kleinberg","orcid":"https://orcid.org/0000-0002-1929-2512"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jon Kleinberg","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091272738"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":74.7713,"has_fulltext":false,"cited_by_count":1475,"citation_normalized_percentile":{"value":0.99959253,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"641","last_page":"650"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9975000023841858,"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/T10557","display_name":"Social Media and Politics","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/friendship","display_name":"Friendship","score":0.8002331852912903},{"id":"https://openalex.org/keywords/opposition","display_name":"Opposition (politics)","score":0.6595544219017029},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5551738142967224},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5007259845733643},{"id":"https://openalex.org/keywords/social-relationship","display_name":"Social relationship","score":0.47308260202407837},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4532164931297302},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.4337383210659027},{"id":"https://openalex.org/keywords/social-relation","display_name":"Social relation","score":0.42455434799194336},{"id":"https://openalex.org/keywords/online-participation","display_name":"Online participation","score":0.41165077686309814},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3345913589000702},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2729104161262512},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2725028395652771},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21578648686408997},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.13279590010643005},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11506614089012146}],"concepts":[{"id":"https://openalex.org/C2778736484","wikidata":"https://www.wikidata.org/wiki/Q491","display_name":"Friendship","level":2,"score":0.8002331852912903},{"id":"https://openalex.org/C2780668109","wikidata":"https://www.wikidata.org/wiki/Q192852","display_name":"Opposition (politics)","level":3,"score":0.6595544219017029},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5551738142967224},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5007259845733643},{"id":"https://openalex.org/C2987946170","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relationship","level":2,"score":0.47308260202407837},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4532164931297302},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4337383210659027},{"id":"https://openalex.org/C130064352","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relation","level":2,"score":0.42455434799194336},{"id":"https://openalex.org/C137405303","wikidata":"https://www.wikidata.org/wiki/Q7094107","display_name":"Online participation","level":3,"score":0.41165077686309814},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3345913589000702},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2729104161262512},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2725028395652771},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21578648686408997},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.13279590010643005},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11506614089012146},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1772690.1772756","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1772690.1772756","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th international conference on World wide web","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W120301130","https://openalex.org/W950821216","https://openalex.org/W1551655971","https://openalex.org/W1560267311","https://openalex.org/W1785502294","https://openalex.org/W1845137714","https://openalex.org/W1964731129","https://openalex.org/W1980949197","https://openalex.org/W1987195239","https://openalex.org/W2022302676","https://openalex.org/W2037933327","https://openalex.org/W2051650632","https://openalex.org/W2053081145","https://openalex.org/W2061901927","https://openalex.org/W2103649698","https://openalex.org/W2114051435","https://openalex.org/W2127103953","https://openalex.org/W2128269848","https://openalex.org/W2130234299","https://openalex.org/W2142517301","https://openalex.org/W2144780381","https://openalex.org/W2148606196","https://openalex.org/W2148847267","https://openalex.org/W2156523427","https://openalex.org/W2165190056","https://openalex.org/W2169495811","https://openalex.org/W2341865734","https://openalex.org/W4205184193","https://openalex.org/W4298299405","https://openalex.org/W6638215546"],"related_works":["https://openalex.org/W2143592605","https://openalex.org/W2029286575","https://openalex.org/W2915949570","https://openalex.org/W2091829705","https://openalex.org/W2169510133","https://openalex.org/W2349975117","https://openalex.org/W4235758141","https://openalex.org/W2148977169","https://openalex.org/W4388843673","https://openalex.org/W2916327654"],"abstract_inverted_index":{"We":[0,49],"study":[1,42],"online":[2,39],"social":[3,59,105,110,137],"networks":[4,60],"in":[5,35,56,94],"which":[6,114],"relationships":[7,130],"can":[8,61,122],"be":[9,62,123],"either":[10],"positive":[11,30],"(indicating":[12,19],"relations":[13,20],"such":[14,21],"as":[15,22],"friendship)":[16],"or":[17,24],"negative":[18,32],"opposition":[23],"antagonism).":[25],"Such":[26],"a":[27,36],"mix":[28],"of":[29,38,54,75,83,91,100,117,134],"and":[31,47,102],"links":[33,55,93],"arise":[34],"variety":[37],"settings;":[40],"we":[41],"datasets":[43],"from":[44,104,125],"Epinions,":[45],"Slashdot":[46],"Wikipedia.":[48],"find":[50],"that":[51,69,87],"the":[52,57,84,89,115,135],"signs":[53],"underlying":[58],"predicted":[63],"with":[64,131],"high":[65],"accuracy,":[66],"using":[67],"models":[68,78],"generalize":[70],"across":[71],"this":[72],"diverse":[73],"range":[74],"sites.":[76],"These":[77],"provide":[79],"insight":[80],"into":[81],"some":[82],"fundamental":[85],"principles":[86],"drive":[88],"formation":[90],"signed":[92],"networks,":[95],"shedding":[96],"light":[97],"on":[98],"theories":[99],"balance":[101],"status":[103],"psychology;":[106],"they":[107],"also":[108],"suggest":[109],"computing":[111],"applications":[112],"by":[113,128],"attitude":[116],"one":[118],"user":[119],"toward":[120],"another":[121],"estimated":[124],"evidence":[126],"provided":[127],"their":[129],"other":[132],"members":[133],"surrounding":[136],"network.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":45},{"year":2024,"cited_by_count":51},{"year":2023,"cited_by_count":70},{"year":2022,"cited_by_count":75},{"year":2021,"cited_by_count":111},{"year":2020,"cited_by_count":114},{"year":2019,"cited_by_count":98},{"year":2018,"cited_by_count":122},{"year":2017,"cited_by_count":110},{"year":2016,"cited_by_count":107},{"year":2015,"cited_by_count":125},{"year":2014,"cited_by_count":120},{"year":2013,"cited_by_count":112},{"year":2012,"cited_by_count":123}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
