{"id":"https://openalex.org/W4248873665","doi":"https://doi.org/10.1109/wsc.2015.7408555","title":"Twitter knows: Understanding the emergence of topics in social networks","display_name":"Twitter knows: Understanding the emergence of topics in social networks","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W4248873665","doi":"https://doi.org/10.1109/wsc.2015.7408555"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2015.7408555","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2015.7408555","pdf_url":null,"source":{"id":"https://openalex.org/S4363607791","display_name":"2015 Winter Simulation Conference (WSC)","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":"2015 Winter Simulation Conference (WSC)","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/A5003070774","display_name":"Lachlan Birdsey","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Lachlan Birdsey","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016821538","display_name":"Claudia Szabo","orcid":"https://orcid.org/0000-0003-2501-1155"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Claudia Szabo","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019187849","display_name":"Yong Meng Teo","orcid":"https://orcid.org/0000-0002-3391-2941"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yong Meng Teo","raw_affiliation_strings":["Department of Computer Science, National University of Singapore, Singapore, SG"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Singapore, Singapore, SG","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003070774"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":1.0756,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83152174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"4009","last_page":"4020"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998000264167786,"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/T12592","display_name":"Opinion Dynamics and Social Influence","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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9984999895095825,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/computer-science","display_name":"Computer science","score":0.5664405822753906},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5359756350517273},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4013177156448364},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.33214178681373596},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3022840619087219},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1376451551914215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5664405822753906},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5359756350517273},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4013177156448364},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.33214178681373596},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3022840619087219},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1376451551914215}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2015.7408555","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2015.7408555","pdf_url":null,"source":{"id":"https://openalex.org/S4363607791","display_name":"2015 Winter Simulation Conference (WSC)","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":"2015 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/107833","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/107833","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1109/wsc.2015.7408555","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320698","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W25419021","https://openalex.org/W1242929229","https://openalex.org/W1493407210","https://openalex.org/W1505608490","https://openalex.org/W1672553456","https://openalex.org/W1814109117","https://openalex.org/W1842849897","https://openalex.org/W1979671873","https://openalex.org/W1983012012","https://openalex.org/W1983730381","https://openalex.org/W1985052748","https://openalex.org/W1986777559","https://openalex.org/W2027135291","https://openalex.org/W2041746989","https://openalex.org/W2046804949","https://openalex.org/W2058105398","https://openalex.org/W2065994824","https://openalex.org/W2083146005","https://openalex.org/W2084591134","https://openalex.org/W2102993795","https://openalex.org/W2109207218","https://openalex.org/W2109603058","https://openalex.org/W2110567865","https://openalex.org/W2111845144","https://openalex.org/W2121598006","https://openalex.org/W2130726349","https://openalex.org/W2137958601","https://openalex.org/W2138015110","https://openalex.org/W2140540364","https://openalex.org/W2144047026","https://openalex.org/W2145446394","https://openalex.org/W2150312211","https://openalex.org/W2167699886","https://openalex.org/W2332414256","https://openalex.org/W2604584133","https://openalex.org/W2963057722","https://openalex.org/W4231590641","https://openalex.org/W4242915618","https://openalex.org/W6628078172","https://openalex.org/W6630159783","https://openalex.org/W6637256948","https://openalex.org/W6638831605","https://openalex.org/W6638879799","https://openalex.org/W6687693246","https://openalex.org/W6986139056"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Social":[0],"networks":[1],"such":[2],"as":[3,72],"Twitter":[4,31,118],"and":[5,9,20,32,70,85,98,135],"Facebook":[6],"are":[7],"important":[8],"widely":[10],"used":[11],"communication":[12],"environments":[13],"that":[14,94],"exhibit":[15],"scale,":[16],"complexity,":[17],"node":[18],"interaction,":[19],"emergent":[21,28,37],"behavior.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26,78],"analyze":[27],"behavior":[29,38],"in":[30,99],"propose":[33,79],"a":[34,44,47,80,91,107,140],"definition":[35],"of":[36,43],"focused":[39],"on":[40,59],"the":[41,102],"pervasiveness":[42,88],"topic":[45,87,134,142],"within":[46],"community.":[48],"We":[49],"extend":[50],"an":[51],"existing":[52],"stochastic":[53],"model":[54,66,89,115],"for":[55],"user":[56,64,73],"behavior,":[57],"focusing":[58],"advocate-follower":[60],"relationships.":[61],"The":[62],"new":[63,92],"posting":[65],"includes":[67],"retweets,":[68],"replies,":[69],"mentions":[71],"responses.":[74],"To":[75],"capture":[76],"emergence,":[77],"RPBS":[81],"(Rising,":[82],"Plateau,":[83],"Burst":[84],"Stabilization)":[86],"with":[90,116,131],"metric":[93],"captures":[95],"how":[96,139],"frequent":[97],"what":[100],"form":[101],"community":[103],"is":[104],"talking":[105],"about":[106],"particular":[108],"topic.":[109],"Our":[110,120],"initial":[111],"validation":[112],"compares":[113],"our":[114],"four":[117],"datasets.":[119],"extensive":[121],"experimental":[122],"analysis":[123],"allows":[124],"us":[125],"to":[126,133],"explore":[127],"several":[128],"\u201cwhat-if\u201d":[129],"scenarios":[130],"respect":[132],"knowledge":[136],"sharing,":[137],"showing":[138],"pervasive":[141],"evolves":[143],"given":[144],"various":[145],"popularity":[146],"scenarios.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}