{"id":"https://openalex.org/W1970362019","doi":"https://doi.org/10.4304/jnw.9.8.2129-2136","title":"Regression-Based Microblogging Influence Detection Framework for Stock Market","display_name":"Regression-Based Microblogging Influence Detection Framework for Stock Market","publication_year":2014,"publication_date":"2014-08-07","ids":{"openalex":"https://openalex.org/W1970362019","doi":"https://doi.org/10.4304/jnw.9.8.2129-2136","mag":"1970362019"},"language":"en","primary_location":{"id":"doi:10.4304/jnw.9.8.2129-2136","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jnw.9.8.2129-2136","pdf_url":null,"source":{"id":"https://openalex.org/S189188848","display_name":"Journal of Networks","issn_l":"1796-2056","issn":["1796-2056"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Networks","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/A5082889860","display_name":"Zhu Nanli","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nanli Zhu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354988","display_name":"Yibo Wang","orcid":"https://orcid.org/0009-0003-8333-0848"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yibo Wang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100349415","display_name":"Cheng Cheng","orcid":"https://orcid.org/0000-0002-9053-0237"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cheng Cheng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063195114","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0002-7224-1116"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Xu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714501","display_name":"Yongping Zhang","orcid":"https://orcid.org/0000-0002-3458-2040"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yongping Zhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087394850","display_name":"Zou Ping","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ping Zou","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5047755763","display_name":"Malik Shahzad Kaleem Awan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. S. K Awan","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5082889860"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4058,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67017408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"9","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9947999715805054,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8907266855239868},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.8749426007270813},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7856471538543701},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.5678069591522217},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.4330364465713501},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4310305118560791},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4274328947067261},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36979612708091736},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34623342752456665},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2806968688964844},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2687278985977173},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1863190233707428},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.0849057137966156}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8907266855239868},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.8749426007270813},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7856471538543701},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5678069591522217},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.4330364465713501},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4310305118560791},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4274328947067261},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36979612708091736},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34623342752456665},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2806968688964844},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2687278985977173},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1863190233707428},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0849057137966156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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":1,"locations":[{"id":"doi:10.4304/jnw.9.8.2129-2136","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jnw.9.8.2129-2136","pdf_url":null,"source":{"id":"https://openalex.org/S189188848","display_name":"Journal of Networks","issn_l":"1796-2056","issn":["1796-2056"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W356029289","https://openalex.org/W1964357740","https://openalex.org/W1972312461","https://openalex.org/W1975241571","https://openalex.org/W1985770541","https://openalex.org/W1985943920","https://openalex.org/W2018976175","https://openalex.org/W2021561841","https://openalex.org/W2023959308","https://openalex.org/W2027860007","https://openalex.org/W2037625889","https://openalex.org/W2040846697","https://openalex.org/W2048658075","https://openalex.org/W2065314888","https://openalex.org/W2077453046","https://openalex.org/W2085692898","https://openalex.org/W2102041666","https://openalex.org/W2122284941","https://openalex.org/W2129413312","https://openalex.org/W2137226992","https://openalex.org/W2142789184","https://openalex.org/W2171468534","https://openalex.org/W2308884720","https://openalex.org/W2334018742","https://openalex.org/W2355856400","https://openalex.org/W2905148377","https://openalex.org/W6600569696","https://openalex.org/W6643447232","https://openalex.org/W6675609090","https://openalex.org/W6680532697"],"related_works":["https://openalex.org/W129245298","https://openalex.org/W2428086900","https://openalex.org/W3006992096","https://openalex.org/W2440916957","https://openalex.org/W1854154906","https://openalex.org/W2393484506","https://openalex.org/W2349305324","https://openalex.org/W2030633009","https://openalex.org/W3122328969","https://openalex.org/W2965157675"],"abstract_inverted_index":{"Microblogs":[0],"and":[1,26,29,64],"social":[2],"networks":[3],"have":[4,21,41,53,86],"become":[5],"a":[6,81,88,96],"valuable":[7],"resource":[8],"for":[9],"mining":[10],"sentiments":[11,16,115],"in":[12,33,108,116,142],"various":[13],"fields.":[14],"The":[15],"posted":[17],"on":[18,48,56,105,121],"the":[19,24,34,44,74,100,122,125,131,136],"web":[20],"reportedly":[22],"influenced":[23],"trading":[25],"investment":[27],"decisions":[28],"activities":[30],"taking":[31,135],"place":[32],"stock":[35,78,106,132],"exchanges.":[36],"In":[37],"this":[38,109],"study,":[39],"we":[40],"investigated":[42],"explored":[43],"effects":[45],"of":[46,59,76,83,102,138,140],"microblogs":[47],"Chinese":[49,77],"Stock":[50],"Market.":[51],"We":[52,85],"particularly":[54],"focused":[55],"whether":[57],"measurements":[58],"collective":[60],"mood":[61],"states":[62],"(sentiments":[63],"persuasions)":[65],"derived":[66],"from":[67],"large-scale":[68],"microblogging":[69,103,117],"posts":[70,104,127],"are":[71],"correlated":[72],"to":[73,98,129],"values":[75],"market":[79,107],"over":[80],"period":[82],"time.":[84],"proposed":[87],"Regression-Based":[89],"Microblogging":[90],"Influence":[91],"Detection":[92],"Scheme":[93],"(RMIDS)":[94],"as":[95],"framework":[97],"detect":[99],"influence":[101,120],"paper.":[110],"Our":[111],"results":[112],"showed":[113],"that":[114],"has":[118],"significant":[119],"market,":[123,133],"while":[124],"persuasion":[126],"trying":[128],"interfere":[130],"by":[134],"advantage":[137],"lack":[139],"regulations":[141],"microblogging,":[143],"do":[144],"not":[145],"succeed":[146]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
