{"id":"https://openalex.org/W2588565388","doi":"https://doi.org/10.1007/s10479-017-2421-7","title":"Topic sentiment mining for sales performance prediction in e-commerce","display_name":"Topic sentiment mining for sales performance prediction in e-commerce","publication_year":2017,"publication_date":"2017-02-13","ids":{"openalex":"https://openalex.org/W2588565388","doi":"https://doi.org/10.1007/s10479-017-2421-7","mag":"2588565388"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-017-2421-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-017-2421-7","pdf_url":null,"source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"Annals of Operations 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/A5078984520","display_name":"Yuan Hui","orcid":"https://orcid.org/0000-0001-9267-8721"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hui Yuan","raw_affiliation_strings":["Department of Information Systems, City University of Hong Kong, Hong Kong, People\u2019s Republic of China","Department of Information Systems, City University of Hong Kong, Hong Kong, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, City University of Hong Kong, Hong Kong, People\u2019s Republic of China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Information Systems, City University of Hong Kong, Hong Kong, People's Republic of China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044171766","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0001-7992-9063"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Xu","raw_affiliation_strings":["School of Information, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","Smart City Research Center, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","School of Information, Renmin University of China, Beijing, 100872, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"Smart City Research Center, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing, 100872, People's Republic of China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100753499","display_name":"Qian Li","orcid":"https://orcid.org/0000-0001-5303-2928"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Li","raw_affiliation_strings":["School of Information, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","School of Information, Renmin University of China, Beijing, 100872, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing, 100872, People's Republic of China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084348345","display_name":"Raymond Y.K. Lau","orcid":"https://orcid.org/0000-0002-5751-4550"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Raymond Lau","raw_affiliation_strings":["Department of Information Systems, City University of Hong Kong, Hong Kong, People\u2019s Republic of China","Department of Information Systems, City University of Hong Kong, Hong Kong, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, City University of Hong Kong, Hong Kong, People\u2019s Republic of China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Information Systems, City University of Hong Kong, Hong Kong, People's Republic of China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044171766"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.5762,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.96577679,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"270","issue":"1-2","first_page":"553","last_page":"576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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":0.9998999834060669,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9973999857902527,"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":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.816840648651123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6886904835700989},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5769608020782471},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5746132135391235},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5628843307495117},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5260529518127441},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5196091532707214},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.5136044025421143},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.43982183933258057},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.413303017616272},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.4016566276550293},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3176957666873932},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.23492270708084106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20880326628684998},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18224239349365234}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.816840648651123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6886904835700989},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5769608020782471},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5746132135391235},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5628843307495117},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5260529518127441},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5196091532707214},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.5136044025421143},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.43982183933258057},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.413303017616272},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.4016566276550293},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3176957666873932},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.23492270708084106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20880326628684998},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18224239349365234},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10479-017-2421-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-017-2421-7","pdf_url":null,"source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"Annals of Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:annopr:v:270:y:2018:i:1:d:10.1007_s10479-017-2421-7","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-017-2421-7","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1486206097","https://openalex.org/W1511558225","https://openalex.org/W1551230647","https://openalex.org/W1570159982","https://openalex.org/W1596158847","https://openalex.org/W1880262756","https://openalex.org/W1930131435","https://openalex.org/W1975584591","https://openalex.org/W1975694814","https://openalex.org/W1987337973","https://openalex.org/W1987640094","https://openalex.org/W1989602014","https://openalex.org/W1997754540","https://openalex.org/W1998257453","https://openalex.org/W2006121082","https://openalex.org/W2015525779","https://openalex.org/W2018008216","https://openalex.org/W2022204871","https://openalex.org/W2030294385","https://openalex.org/W2034090215","https://openalex.org/W2036000973","https://openalex.org/W2039796390","https://openalex.org/W2044933868","https://openalex.org/W2048658075","https://openalex.org/W2049013171","https://openalex.org/W2049979164","https://openalex.org/W2066812283","https://openalex.org/W2071332064","https://openalex.org/W2084046180","https://openalex.org/W2085756167","https://openalex.org/W2086706549","https://openalex.org/W2090132754","https://openalex.org/W2091273188","https://openalex.org/W2092210812","https://openalex.org/W2096707493","https://openalex.org/W2107743791","https://openalex.org/W2108420397","https://openalex.org/W2123751690","https://openalex.org/W2124100017","https://openalex.org/W2125178435","https://openalex.org/W2128319316","https://openalex.org/W2129294185","https://openalex.org/W2131415239","https://openalex.org/W2148506018","https://openalex.org/W2152148559","https://openalex.org/W2160387459","https://openalex.org/W2163975393","https://openalex.org/W2166706824","https://openalex.org/W2169621740","https://openalex.org/W2183871619","https://openalex.org/W2261525379","https://openalex.org/W2398228243","https://openalex.org/W2417628925","https://openalex.org/W2902225836","https://openalex.org/W3122524680","https://openalex.org/W3122724846","https://openalex.org/W3123662551","https://openalex.org/W3125369468","https://openalex.org/W3125672425","https://openalex.org/W3141714916","https://openalex.org/W4233135949","https://openalex.org/W4238910585","https://openalex.org/W4243359032","https://openalex.org/W4253315077","https://openalex.org/W4285719527","https://openalex.org/W4392204353","https://openalex.org/W6639619044"],"related_works":["https://openalex.org/W2769501189","https://openalex.org/W4315588616","https://openalex.org/W4312773271","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W3005513013","https://openalex.org/W2207653751","https://openalex.org/W3159709618","https://openalex.org/W2611137333","https://openalex.org/W4389543811"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
