{"id":"https://openalex.org/W2921196518","doi":"https://doi.org/10.1007/978-3-030-15640-4_2","title":"Prediction and Trading of Dow Jones from Twitter: A Boosting Text Mining Method with Relevant Tweets Identification","display_name":"Prediction and Trading of Dow Jones from Twitter: A Boosting Text Mining Method with Relevant Tweets Identification","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2921196518","doi":"https://doi.org/10.1007/978-3-030-15640-4_2","mag":"2921196518"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-15640-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-15640-4_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5079648393","display_name":"Gianluca Moro","orcid":"https://orcid.org/0000-0002-3663-7877"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Moro","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Bologna, Via dell\u2019Universit\u00e0, 47522, Cesena, Italy","Department of Computer Science and Engineering, University of Bologna, Via dell'Universit\u00e0, 47522, Cesena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Via dell\u2019Universit\u00e0, 47522, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Via dell'Universit\u00e0, 47522, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069989399","display_name":"Roberto Pasolini","orcid":null},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Pasolini","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Bologna, Via dell\u2019Universit\u00e0, 47522, Cesena, Italy","Department of Computer Science and Engineering, University of Bologna, Via dell'Universit\u00e0, 47522, Cesena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Via dell\u2019Universit\u00e0, 47522, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Via dell'Universit\u00e0, 47522, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084939540","display_name":"Giacomo Domeniconi","orcid":"https://orcid.org/0000-0003-2797-1547"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Giacomo Domeniconi","raw_affiliation_strings":["IBM TJ Watson Research Center, 1101 Kitchawan Road, Yorktown Heights, NY, 10598, USA"],"affiliations":[{"raw_affiliation_string":"IBM TJ Watson Research Center, 1101 Kitchawan Road, Yorktown Heights, NY, 10598, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112662314","display_name":"Andrea Pagliarani","orcid":null},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Pagliarani","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Bologna, Via dell\u2019Universit\u00e0, 47522, Cesena, Italy","Department of Computer Science and Engineering, University of Bologna, Via dell'Universit\u00e0, 47522, Cesena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Via dell\u2019Universit\u00e0, 47522, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Via dell'Universit\u00e0, 47522, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045128977","display_name":"Andrea Roli","orcid":"https://orcid.org/0000-0001-9891-5441"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Roli","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Bologna, Via dell\u2019Universit\u00e0, 47522, Cesena, Italy","Department of Computer Science and Engineering, University of Bologna, Via dell'Universit\u00e0, 47522, Cesena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Via dell\u2019Universit\u00e0, 47522, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Via dell'Universit\u00e0, 47522, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084939540"],"corresponding_institution_ids":["https://openalex.org/I1341412227"],"apc_list":null,"apc_paid":null,"fwci":2.3924,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9128533,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9998000264167786,"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":0.9998000264167786,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9905999898910522,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9896000027656555,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.705966591835022},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6669185161590576},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6302863359451294},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.5464358329772949},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5162743926048279},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.49523964524269104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48487696051597595},{"id":"https://openalex.org/keywords/stock-price","display_name":"Stock price","score":0.4760427474975586},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.429545521736145},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4227994978427887},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12847843766212463},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10651963949203491}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.705966591835022},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6669185161590576},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6302863359451294},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5464358329772949},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5162743926048279},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.49523964524269104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48487696051597595},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.4760427474975586},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.429545521736145},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4227994978427887},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12847843766212463},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10651963949203491},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-15640-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-15640-4_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:cris.unibo.it:11585/678729","is_oa":false,"landing_page_url":"http://hdl.handle.net/11585/678729","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W62322198","https://openalex.org/W359818833","https://openalex.org/W1508206474","https://openalex.org/W1546073533","https://openalex.org/W1604055775","https://openalex.org/W1926023772","https://openalex.org/W1970974276","https://openalex.org/W1974840771","https://openalex.org/W1974906280","https://openalex.org/W1975428268","https://openalex.org/W1979192143","https://openalex.org/W1982381099","https://openalex.org/W1983220355","https://openalex.org/W1983286042","https://openalex.org/W2004463884","https://openalex.org/W2007859175","https://openalex.org/W2015186536","https://openalex.org/W2017238344","https://openalex.org/W2026712034","https://openalex.org/W2037625889","https://openalex.org/W2050559027","https://openalex.org/W2058168013","https://openalex.org/W2077365830","https://openalex.org/W2090637028","https://openalex.org/W2095345875","https://openalex.org/W2106934621","https://openalex.org/W2110329955","https://openalex.org/W2115913209","https://openalex.org/W2116988722","https://openalex.org/W2121970262","https://openalex.org/W2122646361","https://openalex.org/W2126172796","https://openalex.org/W2138293190","https://openalex.org/W2152820254","https://openalex.org/W2168850169","https://openalex.org/W2171468534","https://openalex.org/W2223216628","https://openalex.org/W2251101833","https://openalex.org/W2294893199","https://openalex.org/W2295335736","https://openalex.org/W2333981896","https://openalex.org/W2353702165","https://openalex.org/W2395980234","https://openalex.org/W2547844570","https://openalex.org/W2734777338","https://openalex.org/W2768579653","https://openalex.org/W2768615010","https://openalex.org/W2887386884","https://openalex.org/W2893958209","https://openalex.org/W2921248524","https://openalex.org/W3123598380","https://openalex.org/W3125977018","https://openalex.org/W3126053622"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2125652721","https://openalex.org/W247222457","https://openalex.org/W2887069341","https://openalex.org/W3124131549","https://openalex.org/W2152348935","https://openalex.org/W2554106722","https://openalex.org/W1797892342","https://openalex.org/W2344827208","https://openalex.org/W2601854245"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}