{"id":"https://openalex.org/W2514827798","doi":"https://doi.org/10.1007/s10479-016-2296-z","title":"Customer reviews for demand distribution and sales nowcasting: a big data approach","display_name":"Customer reviews for demand distribution and sales nowcasting: a big data approach","publication_year":2016,"publication_date":"2016-08-24","ids":{"openalex":"https://openalex.org/W2514827798","doi":"https://doi.org/10.1007/s10479-016-2296-z","mag":"2514827798"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-016-2296-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-016-2296-z","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/A5040152979","display_name":"Eric W.K. See-To","orcid":"https://orcid.org/0000-0001-9864-7328"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Eric W. K. See-To","raw_affiliation_strings":["Department of Industrial and Systems Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-9864-7328","affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080121059","display_name":"Eric W.T. Ngai","orcid":"https://orcid.org/0000-0002-7278-7434"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Eric W. T. Ngai","raw_affiliation_strings":["Department of Management and Marketing, Hong Kong Polytechnic University, Kowloon, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management and Marketing, Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040152979"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":7.4581,"has_fulltext":false,"cited_by_count":94,"citation_normalized_percentile":{"value":0.97141152,"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":"415","last_page":"431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.998199999332428,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.998199999332428,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nowcasting","display_name":"Nowcasting","score":0.8563467264175415},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6136069893836975},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5436446666717529},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.5167902708053589},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47273293137550354},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.38226956129074097},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3616619408130646},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12003868818283081}],"concepts":[{"id":"https://openalex.org/C2781013037","wikidata":"https://www.wikidata.org/wiki/Q1433331","display_name":"Nowcasting","level":2,"score":0.8563467264175415},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6136069893836975},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5436446666717529},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.5167902708053589},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47273293137550354},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.38226956129074097},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3616619408130646},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12003868818283081},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10479-016-2296-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-016-2296-z","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:commons.ln.edu.hk:sw_master-7250","is_oa":false,"landing_page_url":"https://commons.ln.edu.hk/sw_master/6124","pdf_url":null,"source":{"id":"https://openalex.org/S4377196536","display_name":"Digital Commons - Lingnan (Lingnan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165488957","host_organization_name":"Lingnan University","host_organization_lineage":["https://openalex.org/I165488957"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Staff Publications","raw_type":"text"},{"id":"pmh:oai:RePEc:spr:annopr:v:270:y:2018:i:1:d:10.1007_s10479-016-2296-z","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-016-2296-z","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:ira.lib.polyu.edu.hk:10397/71072","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/71072","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal/Magazine Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1071368427","https://openalex.org/W1500693574","https://openalex.org/W1538208124","https://openalex.org/W1828651507","https://openalex.org/W1846056769","https://openalex.org/W1875027177","https://openalex.org/W1911451788","https://openalex.org/W1920344448","https://openalex.org/W1966948069","https://openalex.org/W1969390721","https://openalex.org/W1970070532","https://openalex.org/W1970398852","https://openalex.org/W1982268493","https://openalex.org/W1982482648","https://openalex.org/W1987464952","https://openalex.org/W1999304945","https://openalex.org/W2002725950","https://openalex.org/W2006043171","https://openalex.org/W2006121082","https://openalex.org/W2006599533","https://openalex.org/W2009435671","https://openalex.org/W2020963941","https://openalex.org/W2022057354","https://openalex.org/W2032509147","https://openalex.org/W2033818742","https://openalex.org/W2039860680","https://openalex.org/W2053029130","https://openalex.org/W2054710326","https://openalex.org/W2057642152","https://openalex.org/W2080193026","https://openalex.org/W2081566247","https://openalex.org/W2103736545","https://openalex.org/W2113737105","https://openalex.org/W2122234268","https://openalex.org/W2125014235","https://openalex.org/W2125417745","https://openalex.org/W2127027389","https://openalex.org/W2128557162","https://openalex.org/W2132331038","https://openalex.org/W2132446932","https://openalex.org/W2134645526","https://openalex.org/W2139341828","https://openalex.org/W2145769891","https://openalex.org/W2155752232","https://openalex.org/W2158196600","https://openalex.org/W2164106733","https://openalex.org/W2171293760","https://openalex.org/W2188208823","https://openalex.org/W2227335990","https://openalex.org/W2269703563","https://openalex.org/W2296873484","https://openalex.org/W2323881768","https://openalex.org/W2339674073","https://openalex.org/W2508066343","https://openalex.org/W2546027901","https://openalex.org/W2574134800","https://openalex.org/W3022907864","https://openalex.org/W3121262055","https://openalex.org/W3122524680","https://openalex.org/W3123810981","https://openalex.org/W3125441922","https://openalex.org/W3139588915","https://openalex.org/W4233296063","https://openalex.org/W4243729450","https://openalex.org/W4245906235","https://openalex.org/W4297081765","https://openalex.org/W6602586656"],"related_works":["https://openalex.org/W2098567841","https://openalex.org/W3124209601","https://openalex.org/W2238969010","https://openalex.org/W2189249776","https://openalex.org/W2945625440","https://openalex.org/W1526105959","https://openalex.org/W3193710367","https://openalex.org/W3122492506","https://openalex.org/W4388046081","https://openalex.org/W3004779417"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}