{"id":"https://openalex.org/W3029139038","doi":"https://doi.org/10.1145/3392853","title":"Emotional Amplification During Live-Streaming: Evidence from Comments During and After News Events","display_name":"Emotional Amplification During Live-Streaming: Evidence from Comments During and After News Events","publication_year":2020,"publication_date":"2020-05-28","ids":{"openalex":"https://openalex.org/W3029139038","doi":"https://doi.org/10.1145/3392853","mag":"3029139038"},"language":"en","primary_location":{"id":"doi:10.1145/3392853","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3392853","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-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/A5054210195","display_name":"Mufan Luo","orcid":"https://orcid.org/0000-0003-0762-9058"},"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":"Mufan Luo","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/A5071527292","display_name":"Tiffany W. Hsu","orcid":null},"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":false,"raw_author_name":"Tiffany W. Hsu","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/A5101836529","display_name":"Joon Sung Park","orcid":"https://orcid.org/0000-0001-5910-411X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joon Sung Park","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045528962","display_name":"Jeffrey T. Hancock","orcid":"https://orcid.org/0000-0001-5367-2677"},"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":false,"raw_author_name":"Jeffrey T. Hancock","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054210195"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":35.3276,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.9952508,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"4","issue":"CSCW1","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social 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"}},{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9937999844551086,"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/live-streaming","display_name":"Live streaming","score":0.612282931804657},{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.6090314984321594},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5725964903831482},{"id":"https://openalex.org/keywords/emotional-contagion","display_name":"Emotional contagion","score":0.5400503277778625},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5192020535469055},{"id":"https://openalex.org/keywords/distancing","display_name":"Distancing","score":0.499072790145874},{"id":"https://openalex.org/keywords/social-distance","display_name":"Social distance","score":0.4809369444847107},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4801730215549469},{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.44275742769241333},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4113295376300812},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4105668067932129},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.40424859523773193},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.21379846334457397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.19174501299858093},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1501987874507904},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10000735521316528}],"concepts":[{"id":"https://openalex.org/C2776741261","wikidata":"https://www.wikidata.org/wiki/Q3027665","display_name":"Live streaming","level":2,"score":0.612282931804657},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.6090314984321594},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5725964903831482},{"id":"https://openalex.org/C159237981","wikidata":"https://www.wikidata.org/wiki/Q1498207","display_name":"Emotional contagion","level":2,"score":0.5400503277778625},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5192020535469055},{"id":"https://openalex.org/C31957729","wikidata":"https://www.wikidata.org/wiki/Q5282877","display_name":"Distancing","level":5,"score":0.499072790145874},{"id":"https://openalex.org/C172656115","wikidata":"https://www.wikidata.org/wiki/Q2142613","display_name":"Social distance","level":5,"score":0.4809369444847107},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4801730215549469},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.44275742769241333},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4113295376300812},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4105668067932129},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.40424859523773193},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.21379846334457397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.19174501299858093},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1501987874507904},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10000735521316528},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3392853","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3392853","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W335155836","https://openalex.org/W630164494","https://openalex.org/W1541311268","https://openalex.org/W1863440143","https://openalex.org/W1968380849","https://openalex.org/W1983069677","https://openalex.org/W1995082501","https://openalex.org/W1996599781","https://openalex.org/W2006491909","https://openalex.org/W2024810072","https://openalex.org/W2070308852","https://openalex.org/W2085402562","https://openalex.org/W2099813784","https://openalex.org/W2100772444","https://openalex.org/W2103035318","https://openalex.org/W2103783747","https://openalex.org/W2112017619","https://openalex.org/W2126239920","https://openalex.org/W2140910804","https://openalex.org/W2142053616","https://openalex.org/W2146456551","https://openalex.org/W2149628368","https://openalex.org/W2152560192","https://openalex.org/W2171959501","https://openalex.org/W2333129819","https://openalex.org/W2370748591","https://openalex.org/W2479716547","https://openalex.org/W2497319240","https://openalex.org/W2559120968","https://openalex.org/W2588098783","https://openalex.org/W2588334501","https://openalex.org/W2611785296","https://openalex.org/W2767143098","https://openalex.org/W2777780568","https://openalex.org/W2898830973","https://openalex.org/W2911025704","https://openalex.org/W2920973044","https://openalex.org/W2921589752","https://openalex.org/W2936943972","https://openalex.org/W2940648399","https://openalex.org/W2940803735","https://openalex.org/W2944805931","https://openalex.org/W2950774871","https://openalex.org/W2987834530","https://openalex.org/W2994507840","https://openalex.org/W3102788226","https://openalex.org/W3105590412","https://openalex.org/W4229936636","https://openalex.org/W4244972206","https://openalex.org/W4250503870","https://openalex.org/W4253676695","https://openalex.org/W4301456664"],"related_works":["https://openalex.org/W3022812738","https://openalex.org/W3206267557","https://openalex.org/W4231302758","https://openalex.org/W3194568786","https://openalex.org/W3195503335","https://openalex.org/W3135225779","https://openalex.org/W3123375363","https://openalex.org/W4232857257","https://openalex.org/W4233969366","https://openalex.org/W4387859117"],"abstract_inverted_index":{"Live":[0],"streaming":[1,148],"services":[2],"allow":[3],"people":[4,15,35],"to":[5,78,150,157,173],"concurrently":[6],"consume":[7],"and":[8,39,51,80,117,128,156,164],"comment":[9],"on":[10,83],"media":[11,81],"events":[12,30,44,82],"with":[13,49,170],"other":[14],"in":[16,28,68,93,136],"real":[17],"time.":[18],"Durkheim's":[19],"theory":[20,135],"of":[21,75],"\"collective":[22],"effervescence\"":[23],"suggests":[24],"that":[25,102],"face-to-face":[26],"encounters":[27],"ritual":[29],"conjure":[31],"emotional":[32,64,91,125],"arousal,":[33],"so":[34],"often":[36],"feel":[37],"happier":[38],"more":[40,107,165],"excited":[41],"while":[42],"watching":[43],"like":[45],"the":[46,54,124,138,181],"Super":[47],"Bowl":[48],"family":[50],"friends":[52],"through":[53],"television":[55],"than":[56,110],"if":[57],"they":[58],"were":[59],"alone.":[60],"Does":[61],"a":[62,72],"stronger":[63],"intensity":[65,92],"also":[66],"occur":[67],"live":[69,94,103,147],"streaming?":[70],"Using":[71],"large-scale":[73],"dataset":[74],"comments":[76,95,104,112],"posted":[77],"news":[79],"YouTube,":[84],"we":[85],"address":[86],"this":[87],"question":[88],"by":[89,180],"examining":[90],"versus":[96],"those":[97],"produced":[98],"retrospectively.":[99],"Results":[100],"reveal":[101],"are":[105],"overall":[106],"emotionally":[108],"intense":[109],"retrospective":[111],"across":[113],"all":[114,118],"temporal":[115],"periods":[116],"event":[119],"types":[120],"examined.":[121],"Findings":[122],"support":[123],"amplification":[126,139],"hypothesis":[127],"provide":[129],"preliminary":[130],"evidence":[131],"for":[132,146,153,161],"shared":[133],"attention":[134],"explaining":[137],"effect.":[140],"These":[141],"findings":[142],"have":[143],"important":[144],"implications":[145],"platforms":[149],"optimize":[151],"resources":[152],"content":[154,162],"moderation":[155],"improve":[158],"psychological":[159],"well-being":[160],"moderators,":[163],"broadly":[166],"as":[167],"society":[168],"grapples":[169],"using":[171],"technology":[172],"stay":[174],"connected":[175],"during":[176],"social":[177],"distancing":[178],"required":[179],"COVID-19":[182],"pandemic.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}