{"id":"https://openalex.org/W4327500494","doi":"https://doi.org/10.1109/snams58071.2022.10062796","title":"Social Media Dynamics of Shorted Companies","display_name":"Social Media Dynamics of Shorted Companies","publication_year":2022,"publication_date":"2022-11-29","ids":{"openalex":"https://openalex.org/W4327500494","doi":"https://doi.org/10.1109/snams58071.2022.10062796"},"language":"en","primary_location":{"id":"doi:10.1109/snams58071.2022.10062796","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/snams58071.2022.10062796","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)","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/A5055605676","display_name":"Carl Terve","orcid":null},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Carl Terve","raw_affiliation_strings":["Link&#x00F6;ping University,Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Link&#x00F6;ping University,Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008050657","display_name":"Mattias Erlingsson","orcid":null},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mattias Erlingsson","raw_affiliation_strings":["Link&#x00F6;ping University,Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Link&#x00F6;ping University,Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062876227","display_name":"Alireza Mohammadinodooshan","orcid":"https://orcid.org/0000-0003-3233-8922"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Alireza Mohammadinodooshan","raw_affiliation_strings":["Link&#x00F6;ping University,Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Link&#x00F6;ping University,Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077044865","display_name":"Niklas Carlsson","orcid":"https://orcid.org/0000-0003-1367-1594"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Niklas Carlsson","raw_affiliation_strings":["Link&#x00F6;ping University,Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Link&#x00F6;ping University,Sweden","institution_ids":["https://openalex.org/I102134673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I102134673"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17478127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9969000220298767,"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":0.9969000220298767,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9961000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7841206789016724},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7666445970535278},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.7075527310371399},{"id":"https://openalex.org/keywords/stock-price","display_name":"Stock price","score":0.5646318793296814},{"id":"https://openalex.org/keywords/qualitative-analysis","display_name":"Qualitative analysis","score":0.4658539891242981},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4458337128162384},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3987363278865814},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37278345227241516},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3348156213760376},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.3329605758190155},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.2864986062049866},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.23704862594604492},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22628900408744812},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.21077248454093933},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.177028089761734},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.1535431146621704},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.12292659282684326},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08195570111274719}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7841206789016724},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7666445970535278},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.7075527310371399},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.5646318793296814},{"id":"https://openalex.org/C3018587665","wikidata":"https://www.wikidata.org/wiki/Q7268696","display_name":"Qualitative analysis","level":3,"score":0.4658539891242981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4458337128162384},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3987363278865814},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37278345227241516},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3348156213760376},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.3329605758190155},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.2864986062049866},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.23704862594604492},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22628900408744812},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.21077248454093933},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.177028089761734},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.1535431146621704},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.12292659282684326},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08195570111274719},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snams58071.2022.10062796","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/snams58071.2022.10062796","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1546425147","https://openalex.org/W1983381518","https://openalex.org/W2791559636","https://openalex.org/W2904027722","https://openalex.org/W2962940036","https://openalex.org/W3036282587","https://openalex.org/W3122764425","https://openalex.org/W3124798136","https://openalex.org/W3125581716","https://openalex.org/W3136378589","https://openalex.org/W3145531040","https://openalex.org/W3196200569","https://openalex.org/W3214992669","https://openalex.org/W4200263970","https://openalex.org/W4200398877","https://openalex.org/W4205688737","https://openalex.org/W4235667863","https://openalex.org/W4282971408","https://openalex.org/W4300485781","https://openalex.org/W6767182473"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W247222457","https://openalex.org/W2887069341","https://openalex.org/W3124131549","https://openalex.org/W3008476150","https://openalex.org/W2152348935","https://openalex.org/W2554106722","https://openalex.org/W1797892342","https://openalex.org/W2093710055","https://openalex.org/W2344827208"],"abstract_inverted_index":{"The":[0],"discussions":[1,61,125,172],"on":[2,62,127,188],"social-media":[3],"forums":[4,65,145],"can":[5],"impact":[6],"the":[7,24,32,50,63,72,80,84,119,122,128,131,136,168,177,181,185,189],"sentiment":[8,115,169,186],"of":[9,23,31,35,40,49,53,83,87,94,109,170,180],"a":[10,46,92,107],"company,":[11,89],"and":[12,68,79,98,113,135,166],"consequently":[13],"also":[14],"its":[15],"stock":[16,85,137,182],"price.":[17],"As":[18],"we":[19,90,117],"show":[20],"here,":[21],"some":[22,30],"most":[25,161],"shorted":[26,56],"companies":[27],"have":[28],"provided":[29],"clearest":[33],"examples":[34],"this":[36,43],"relationship.":[37],"In":[38],"light":[39],"these":[41,75],"observations,":[42],"paper":[44],"presents":[45],"longitudinal":[47],"study":[48,118],"cross-forum":[51],"dynamics":[52],"ten":[54],"highly":[55],"stocks":[57],"that":[58,124,142,158,167],"saw":[59],"significant":[60],"popular":[64],"Reddit,":[66],"Twitter,":[67],"Seeking":[69],"Alpha.":[70],"Using":[71],"posts":[73],"from":[74],"forums,":[76,130],"their":[77,152],"sentiments,":[78],"daily":[81],"snapshots":[82],"price":[86,138,183],"each":[88,156],"use":[91],"combination":[93,108],"qualitative":[95],"case":[96],"studies":[97],"quantitative":[99],"hypothesis":[100],"testing":[101],"to":[102,148,155,163,176],"derive":[103],"new":[104],"insights.":[105],"Through":[106],"time-series":[110],"analysis,":[111,116],"clustering,":[112],"domain-optimized":[114],"relationship":[120],"between":[121],"times":[123],"peak":[126,164],"different":[129],"changes":[132],"in":[133,151],"sentiment,":[134],"movements.":[139],"We":[140],"find":[141],"all":[143],"three":[144],"are":[146],"likely":[147,162],"experience":[149],"peaks":[150],"activity":[153],"close":[154],"other,":[157],"Reddit":[159],"is":[160],"first,":[165],"Twitter":[171],"were":[173],"more":[174],"sensitive":[175],"current":[178],"derivative":[179],"than":[184],"observed":[187],"other":[190],"forums.":[191]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
