{"id":"https://openalex.org/W2016210705","doi":"https://doi.org/10.1109/mis.2010.152","title":"Using Social Media to Predict Future Events with Agent-Based Markets","display_name":"Using Social Media to Predict Future Events with Agent-Based Markets","publication_year":2010,"publication_date":"2010-11-01","ids":{"openalex":"https://openalex.org/W2016210705","doi":"https://doi.org/10.1109/mis.2010.152","mag":"2016210705"},"language":"en","primary_location":{"id":"doi:10.1109/mis.2010.152","doi":"https://doi.org/10.1109/mis.2010.152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2010.152","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Intelligent Systems","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://doi.org/10.1109/MIS.2010.152","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057257253","display_name":"Efthimios Bothos","orcid":"https://orcid.org/0000-0002-6954-7720","observed_orcids":["https://orcid.org/0000-0002-6954-7720"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]},{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Efthimios Bothos","raw_affiliation_strings":["University of Piraeus, Greece","Nat. Tech. Univ. of Athens, Athens, Greece#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"Nat. Tech. Univ. of Athens, Athens, Greece#TAB#","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069771856","display_name":"Dimitris Apostolou","orcid":"https://orcid.org/0000-0002-5815-8033","observed_orcids":["https://orcid.org/0000-0002-5815-8033"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]},{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Apostolou","raw_affiliation_strings":["National and Technical University of Athens, Greece","University of Piraeus, Piraeus, Greece#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National and Technical University of Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece#TAB#","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050638604","display_name":"Gregoris N. Mentzas","orcid":"https://orcid.org/0000-0002-3305-3796","observed_orcids":["https://orcid.org/0000-0002-3305-3796"]},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Gregoris Mentzas","raw_affiliation_strings":["National and Technical University of Athens, Greece","Nat. Tech. Univ. of Athens, Athens, Greece#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National and Technical University of Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"Nat. Tech. Univ. of Athens, Athens, Greece#TAB#","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2995,"currency":"USD","value_usd":2995},"apc_paid":null,"fwci":4.3594,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.93719456,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"25","issue":"6","first_page":"50","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.5493000149726868,"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":0.5493000149726868,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.2328999936580658,"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/T10047","display_name":"Financial Markets and Investment Strategies","score":0.03620000183582306,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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/social-media","display_name":"social media","score":0.9399999976158142},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"user-generated content","score":0.6589999794960022},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.9129999876022339},{"id":"https://openalex.org/keywords/prediction-of-future-events","display_name":"prediction of future events","score":0.7059999704360962},{"id":"https://openalex.org/keywords/informed-trading","display_name":"informed trading","score":0.5239999890327454},{"id":"https://openalex.org/keywords/multi-agent-systems","display_name":"multi-agent systems","score":0.6200000047683716}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.9258055686950684},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8455920219421387},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7018427848815918},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.4641394019126892},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3765709698200226},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37150731682777405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3030209541320801},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29213106632232666}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mis.2010.152","doi":"https://doi.org/10.1109/mis.2010.152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2010.152","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/20878","doi":null,"is_oa":true,"landing_page_url":"http://doi.org/10.1109/MIS.2010.152","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Intelligent Systems","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/20878","doi":null,"is_oa":true,"landing_page_url":"http://doi.org/10.1109/MIS.2010.152","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Intelligent Systems","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W178030352","https://openalex.org/W1482950268","https://openalex.org/W1538844734","https://openalex.org/W1599628716","https://openalex.org/W1766619930","https://openalex.org/W1990229890","https://openalex.org/W2015186536","https://openalex.org/W2064503063","https://openalex.org/W2085743868","https://openalex.org/W2112946723","https://openalex.org/W2120163411","https://openalex.org/W2123950356","https://openalex.org/W2159929500","https://openalex.org/W2161138645","https://openalex.org/W3112441000","https://openalex.org/W4256232447","https://openalex.org/W6636003211","https://openalex.org/W6638158965"],"related_works":["https://openalex.org/W3100796394","https://openalex.org/W2731717633","https://openalex.org/W3199403854","https://openalex.org/W136704148","https://openalex.org/W2394716204","https://openalex.org/W2769727105","https://openalex.org/W1546783168","https://openalex.org/W69708577","https://openalex.org/W4312920978","https://openalex.org/W6995725576"],"abstract_inverted_index":{"Agents":[0],"can":[1],"exploit":[2],"user-generated":[3],"content":[4],"available":[5],"in":[6],"social":[7],"media":[8],"by":[9],"extracting":[10],"user":[11],"sentiments":[12],"and":[13,15],"assessments":[14],"using":[16],"them":[17],"to":[18],"make":[19],"informed":[20],"transactions":[21],"on":[22],"the":[23],"market.":[24]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
