{"id":"https://openalex.org/W1987229782","doi":"https://doi.org/10.1145/1379092.1379106","title":"Can blog communication dynamics be correlated with stock market activity?","display_name":"Can blog communication dynamics be correlated with stock market activity?","publication_year":2008,"publication_date":"2008-06-19","ids":{"openalex":"https://openalex.org/W1987229782","doi":"https://doi.org/10.1145/1379092.1379106","mag":"1987229782"},"language":"en","primary_location":{"id":"doi:10.1145/1379092.1379106","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1379092.1379106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the nineteenth ACM conference on Hypertext and hypermedia","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/A5102962995","display_name":"Munmun De Choudhury","orcid":"https://orcid.org/0000-0002-8939-264X"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Munmun De Choudhury","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA","Arizona State University , Tempe , AZ , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University , Tempe , AZ , USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018532037","display_name":"Hari Sundaram","orcid":"https://orcid.org/0000-0003-3315-6055"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hari Sundaram","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA","Arizona State University , Tempe , AZ , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University , Tempe , AZ , USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112456983","display_name":"Ajita John","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137298","display_name":"Avaya (United States)","ror":"https://ror.org/041vyyf82","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ajita John","raw_affiliation_strings":["Avaya Labs Inc., Lincroft, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Avaya Labs Inc., Lincroft, NJ, USA","institution_ids":["https://openalex.org/I4210137298"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004505276","display_name":"Dor\u00e9e Duncan Seligmann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137298","display_name":"Avaya (United States)","ror":"https://ror.org/041vyyf82","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dor\u00e9e Duncan Seligmann","raw_affiliation_strings":["Avaya Labs Inc., Lincroft, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Avaya Labs Inc., Lincroft, NJ, USA","institution_ids":["https://openalex.org/I4210137298"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.3928,"has_fulltext":false,"cited_by_count":125,"citation_normalized_percentile":{"value":0.97940798,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994999766349792,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/blogosphere","display_name":"Blogosphere","score":0.9433605670928955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6465042233467102},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.5178478360176086},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.497318297624588},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.46704190969467163},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36513030529022217},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32302922010421753},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3176197111606598},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3078500032424927},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1385977864265442},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10463055968284607}],"concepts":[{"id":"https://openalex.org/C2779661781","wikidata":"https://www.wikidata.org/wiki/Q374132","display_name":"Blogosphere","level":3,"score":0.9433605670928955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6465042233467102},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5178478360176086},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.497318297624588},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.46704190969467163},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36513030529022217},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32302922010421753},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3176197111606598},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3078500032424927},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1385977864265442},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10463055968284607},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1379092.1379106","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1379092.1379106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the nineteenth ACM conference on Hypertext and hypermedia","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.671.4918","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.671.4918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.munmund.net/pubs/ht_2_08.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W267779932","https://openalex.org/W1982381099","https://openalex.org/W2015389769","https://openalex.org/W2029778779","https://openalex.org/W2078514547","https://openalex.org/W2150739536","https://openalex.org/W2916148074","https://openalex.org/W3126053622"],"related_works":["https://openalex.org/W2170860410","https://openalex.org/W2992958761","https://openalex.org/W3162250950","https://openalex.org/W2406269149","https://openalex.org/W2183591868","https://openalex.org/W4394774866","https://openalex.org/W38658537","https://openalex.org/W4312070466","https://openalex.org/W3209989275","https://openalex.org/W2370669686"],"abstract_inverted_index":{"In":[0],"this":[1,112],"paper,":[2],"we":[3,115,129],"develop":[4],"a":[5,100,133,137],"simple":[6,55],"model":[7,130,145],"to":[8,21],"study":[9,99],"and":[10,17,71,79,119,127,142,194],"analyze":[11],"communication":[12,51,158],"dynamics":[13,20,52],"in":[14,45,111,136,188],"the":[15,36,46,50,61,65,69,80,120,144,150,157,161,190,197],"blogosphere":[16,162],"use":[18],"these":[19],"determine":[22],"interesting":[23],"correlations":[24,165],"with":[25,146,166],"stock":[26,147,167],"market":[27,168],"movement.":[28,169,200],"This":[29],"work":[30],"can":[31,85],"drive":[32],"targeted":[33],"advertising":[34],"on":[35,160],"web":[37],"as":[38,40,132],"well":[39],"facilitate":[41],"understanding":[42],"community":[43,102],"evolution":[44],"blogosphere.":[47],"We":[48,98],"describe":[49],"by":[53,88],"several":[54],"contextual":[56,121],"properties":[57,122],"of":[58,63,67,74,77,149,192,199],"communication,":[59],"e.g.":[60],"number":[62,66],"posts,":[64],"comments,":[68,75],"length":[70],"response":[72],"time":[73],"strength":[76],"comments":[78],"different":[81],"information":[82,117],"roles":[83,118],"that":[84,156],"be":[86],"acquired":[87],"people":[89],"(early":[90],"responders":[91],"/":[92,96],"late":[93],"trailers,":[94],"loyals":[95],"outliers).":[97],"\"technology-savvy\"":[101],"called":[103],"Engadget":[104],"(http://www.engadget.com).":[105],"There":[106],"are":[107,173,182],"two":[108,177],"key":[109],"contributions":[110],"paper:":[113],"(a)":[114],"identify":[116],"for":[123,196],"four":[124],"technology":[125],"companies,":[126],"(b)":[128],"them":[131],"regression":[134],"problem":[135],"Support":[138],"Vector":[139],"Machine":[140],"framework":[141],"train":[143],"movements":[148],"companies.":[151],"It":[152],"is":[153],"interestingly":[154],"observed":[155],"activity":[159],"has":[163],"considerable":[164],"These":[170],"correlation":[171],"measures":[172],"further":[174],"cross-validated":[175],"against":[176],"baseline":[178],"methods.":[179],"Our":[180],"results":[181],"promising":[183],"yielding":[184],"about":[185],"78%":[186],"accuracy":[187],"predicting":[189],"magnitude":[191],"movement":[193],"87%":[195],"direction":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":14},{"year":2012,"cited_by_count":18}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
