{"id":"https://openalex.org/W4280596296","doi":"https://doi.org/10.1007/s12351-022-00714-0","title":"Unsupervised consumer intention and sentiment mining from microblogging data as a business intelligence tool","display_name":"Unsupervised consumer intention and sentiment mining from microblogging data as a business intelligence tool","publication_year":2022,"publication_date":"2022-05-12","ids":{"openalex":"https://openalex.org/W4280596296","doi":"https://doi.org/10.1007/s12351-022-00714-0"},"language":"en","primary_location":{"id":"doi:10.1007/s12351-022-00714-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12351-022-00714-0","pdf_url":null,"source":{"id":"https://openalex.org/S140563256","display_name":"Operational Research","issn_l":"1109-2858","issn":["1109-2858","1866-1505"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operational Research","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/A5016041013","display_name":"Symeon Symeonidis","orcid":"https://orcid.org/0000-0002-3259-614X"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Symeon Symeonidis","raw_affiliation_strings":["Database and Information Retrieval research unit, Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, 67100, Greece","Database and Information Retrieval research unit, Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, Greece"],"raw_orcid":"https://orcid.org/0000-0002-3259-614X","affiliations":[{"raw_affiliation_string":"Database and Information Retrieval research unit, Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, 67100, Greece","institution_ids":["https://openalex.org/I147962203"]},{"raw_affiliation_string":"Database and Information Retrieval research unit, Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048103560","display_name":"Georgios Peikos","orcid":null},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Georgios Peikos","raw_affiliation_strings":["Information and Knowledge Representation, Retrieval, and Reasoning (IKR3) Lab, Department of Informatics, Systems, and Communication (DISCo), University of Milano-Bicocca, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Knowledge Representation, Retrieval, and Reasoning (IKR3) Lab, Department of Informatics, Systems, and Communication (DISCo), University of Milano-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058891144","display_name":"Avi Arampatzis","orcid":"https://orcid.org/0000-0003-2415-4592"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Avi Arampatzis","raw_affiliation_strings":["Database and Information Retrieval research unit, Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, 67100, Greece","Database and Information Retrieval research unit, Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Database and Information Retrieval research unit, Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, 67100, Greece","institution_ids":["https://openalex.org/I147962203"]},{"raw_affiliation_string":"Database and Information Retrieval research unit, Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016041013","https://openalex.org/A5048103560","https://openalex.org/A5058891144"],"corresponding_institution_ids":["https://openalex.org/I147962203","https://openalex.org/I66752286"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.0497,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79986863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"22","issue":"5","first_page":"6007","last_page":"6036"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9955000281333923,"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/microblogging","display_name":"Microblogging","score":0.8050793409347534},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.8027052879333496},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.7806322574615479},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7588503360748291},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6704464554786682},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6652353405952454},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.6425527334213257},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.4707670211791992},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.4358365833759308},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4297485947608948},{"id":"https://openalex.org/keywords/sarcasm","display_name":"Sarcasm","score":0.4138590693473816},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.32780614495277405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26003992557525635},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.2591203451156616},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.21059519052505493},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17427736520767212},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14525845646858215}],"concepts":[{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.8050793409347534},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8027052879333496},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.7806322574615479},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7588503360748291},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6704464554786682},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6652353405952454},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.6425527334213257},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.4707670211791992},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.4358365833759308},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4297485947608948},{"id":"https://openalex.org/C2776207355","wikidata":"https://www.wikidata.org/wiki/Q191035","display_name":"Sarcasm","level":3,"score":0.4138590693473816},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32780614495277405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26003992557525635},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2591203451156616},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.21059519052505493},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17427736520767212},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14525845646858215},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C2779975665","wikidata":"https://www.wikidata.org/wiki/Q131361","display_name":"Irony","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s12351-022-00714-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12351-022-00714-0","pdf_url":null,"source":{"id":"https://openalex.org/S140563256","display_name":"Operational Research","issn_l":"1109-2858","issn":["1109-2858","1866-1505"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operational Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:operea:v:22:y:2022:i:5:d:10.1007_s12351-022-00714-0","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s12351-022-00714-0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:boa.unimib.it:10281/483959","is_oa":false,"landing_page_url":"https://hdl.handle.net/10281/483959","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"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/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W264248106","https://openalex.org/W1509848539","https://openalex.org/W1547213408","https://openalex.org/W1971856759","https://openalex.org/W1987313171","https://openalex.org/W1988931981","https://openalex.org/W2008132350","https://openalex.org/W2012974247","https://openalex.org/W2024231807","https://openalex.org/W2041478623","https://openalex.org/W2043991818","https://openalex.org/W2067767241","https://openalex.org/W2074975950","https://openalex.org/W2082066599","https://openalex.org/W2090276733","https://openalex.org/W2100555464","https://openalex.org/W2104071108","https://openalex.org/W2123442489","https://openalex.org/W2128970689","https://openalex.org/W2196791692","https://openalex.org/W2206216941","https://openalex.org/W2221140665","https://openalex.org/W2233263541","https://openalex.org/W2237059446","https://openalex.org/W2277115990","https://openalex.org/W2288113796","https://openalex.org/W2295104242","https://openalex.org/W2342249984","https://openalex.org/W2342355650","https://openalex.org/W2345298843","https://openalex.org/W2462290672","https://openalex.org/W2465157137","https://openalex.org/W2498905566","https://openalex.org/W2542523949","https://openalex.org/W2550799801","https://openalex.org/W2601223312","https://openalex.org/W2612184755","https://openalex.org/W2622645719","https://openalex.org/W2729974188","https://openalex.org/W2782119883","https://openalex.org/W2801757018","https://openalex.org/W2803408587","https://openalex.org/W2808079449","https://openalex.org/W2889027361","https://openalex.org/W2911424454","https://openalex.org/W2912018209","https://openalex.org/W2913176359","https://openalex.org/W2915171383","https://openalex.org/W2924035390","https://openalex.org/W3036321826","https://openalex.org/W3086669681","https://openalex.org/W3125835447","https://openalex.org/W3193014131","https://openalex.org/W4210740506","https://openalex.org/W4235216760","https://openalex.org/W4312846666"],"related_works":["https://openalex.org/W3012470176","https://openalex.org/W2412155161","https://openalex.org/W3049681097","https://openalex.org/W4327500314","https://openalex.org/W2634542474","https://openalex.org/W2252197266","https://openalex.org/W2785337750","https://openalex.org/W2288113796","https://openalex.org/W3046252353","https://openalex.org/W4280596296"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}