{"id":"https://openalex.org/W2091317951","doi":"https://doi.org/10.1145/2818869.2818914","title":"Bandwagon Effect in Facebook Discussion Groups","display_name":"Bandwagon Effect in Facebook Discussion Groups","publication_year":2015,"publication_date":"2015-10-07","ids":{"openalex":"https://openalex.org/W2091317951","doi":"https://doi.org/10.1145/2818869.2818914","mag":"2091317951"},"language":"en","primary_location":{"id":"doi:10.1145/2818869.2818914","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2818869.2818914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ASE BigData &amp; SocialInformatics 2015","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038278341","display_name":"Keith C. Wang","orcid":"https://orcid.org/0000-0002-3457-1077"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keith C. Wang","raw_affiliation_strings":["CS Department, University of California, Davis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CS Department, University of California, Davis","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057146164","display_name":"Chun-Ming Lai","orcid":"https://orcid.org/0000-0002-8680-5947"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chun-Ming Lai","raw_affiliation_strings":["CS Department, University of California, Davis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CS Department, University of California, Davis","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348943","display_name":"Teng Wang","orcid":"https://orcid.org/0000-0002-5049-3101"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teng Wang","raw_affiliation_strings":["CS Department, University of California, Davis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CS Department, University of California, Davis","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088633029","display_name":"S. Felix Wu","orcid":"https://orcid.org/0000-0003-4644-569X"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Felix Wu","raw_affiliation_strings":["CS Department, University of California, Davis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CS Department, University of California, Davis","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84218800"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9997000098228455,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9997000098228455,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"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":0.9860000014305115,"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/bandwagon-effect","display_name":"Bandwagon effect","score":0.9941574335098267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6849775314331055},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6125174760818481},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.5265855193138123},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4541255533695221},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.44444963335990906},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.44074711203575134},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3380447030067444},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18256410956382751},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10453110933303833},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08900299668312073}],"concepts":[{"id":"https://openalex.org/C52416528","wikidata":"https://www.wikidata.org/wiki/Q955199","display_name":"Bandwagon effect","level":2,"score":0.9941574335098267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6849775314331055},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6125174760818481},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.5265855193138123},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4541255533695221},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.44444963335990906},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44074711203575134},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3380447030067444},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18256410956382751},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10453110933303833},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08900299668312073},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2818869.2818914","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2818869.2818914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ASE BigData &amp; SocialInformatics 2015","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W29977228","https://openalex.org/W1489293997","https://openalex.org/W1986431494","https://openalex.org/W1995945562","https://openalex.org/W2031458528","https://openalex.org/W2041963608","https://openalex.org/W2085348149","https://openalex.org/W2091317951","https://openalex.org/W2102002486","https://openalex.org/W2147413833","https://openalex.org/W2186292146","https://openalex.org/W2237892939","https://openalex.org/W2277156142","https://openalex.org/W3122000667","https://openalex.org/W4248621193"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3188253912","https://openalex.org/W4236392946","https://openalex.org/W3162425670","https://openalex.org/W3123922769","https://openalex.org/W2594216553","https://openalex.org/W2089156144","https://openalex.org/W2322557904","https://openalex.org/W3092873954","https://openalex.org/W2107926506"],"abstract_inverted_index":{"A":[0],"core":[1],"issue":[2],"in":[3,13,80,118],"online":[4,128],"social":[5,129],"networks":[6],"is":[7],"identifying":[8],"content":[9],"that":[10,99,137,143],"will":[11],"result":[12],"greater":[14],"traffic":[15],"and":[16,27,33,67,97,116,132],"interaction.":[17],"In":[18],"this":[19],"paper":[20],"we":[21,89],"use":[22],"a":[23,43,81,91,121],"large":[24],"Facebook":[25,102],"dataset":[26],"the":[28,37,75,86,125],"concepts":[29],"of":[30,39,57,78,120,124],"bandwagon":[31,87],"effect":[32],"information":[34],"cascade":[35],"from":[36,52],"field":[38],"communications":[40],"to":[41,93],"predict":[42,94],"post's":[44],"life":[45],"cycle":[46],"without":[47],"analyzing":[48],"its":[49],"content.":[50],"Results":[51],"two":[53],"models":[54],"indicate":[55],"evidence":[56],"(a)":[58],"both":[59,69],"factors":[60,70],"being":[61],"found":[62,98],"on":[63],"most":[64,101],"discussion":[65],"pages":[66],"(b)":[68],"having":[71],"predictive":[72],"power":[73],"regarding":[74,141],"final":[76],"number":[77],"participants":[79],"post.":[82],"To":[83],"test":[84],"for":[85,100],"effect,":[88],"designed":[90],"system":[92],"article":[95],"lifecycles,":[96],"pages,":[103],"such":[104],"predictions":[105,140],"can":[106],"be":[107],"made":[108],"within":[109],"30":[110],"minutes.":[111],"We":[112],"offer":[113],"our":[114],"data":[115],"analysis":[117],"support":[119],"better":[122],"understanding":[123],"linkage":[126],"between":[127],"media":[130],"research":[131],"journalism/information":[133],"science":[134],"theory,":[135],"one":[136],"facilitates":[138],"accurate":[139],"posts":[142],"attract":[144],"strong":[145],"interest.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
