{"id":"https://openalex.org/W3017505206","doi":"https://doi.org/10.1007/978-3-030-46140-9_12","title":"Big Data Recommender System for Encouraging Purchases in New Places Taking into Account Demographics","display_name":"Big Data Recommender System for Encouraging Purchases in New Places Taking into Account Demographics","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3017505206","doi":"https://doi.org/10.1007/978-3-030-46140-9_12","mag":"3017505206"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-46140-9_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-46140-9_12","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":"conference-paper","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/A5079761829","display_name":"Hugo Alatrista-Salas","orcid":"https://orcid.org/0000-0001-5252-4728"},"institutions":[{"id":"https://openalex.org/I919628346","display_name":"University of the Pacific","ror":"https://ror.org/05mmg7t28","country_code":"PE","type":"education","lineage":["https://openalex.org/I919628346"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Hugo Alatrista-Salas","raw_affiliation_strings":["Universidad del Pac\u00edfico, Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0001-5252-4728","affiliations":[{"raw_affiliation_string":"Universidad del Pac\u00edfico, Lima, Peru","institution_ids":["https://openalex.org/I919628346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087457801","display_name":"Isa\u00edas Hoyos","orcid":null},"institutions":[{"id":"https://openalex.org/I919628346","display_name":"University of the Pacific","ror":"https://ror.org/05mmg7t28","country_code":"PE","type":"education","lineage":["https://openalex.org/I919628346"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Isa\u00edas Hoyos","raw_affiliation_strings":["Universidad del Pac\u00edfico, Lima, Peru"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad del Pac\u00edfico, Lima, Peru","institution_ids":["https://openalex.org/I919628346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023286630","display_name":"Ana Luna","orcid":"https://orcid.org/0000-0002-1359-2469"},"institutions":[{"id":"https://openalex.org/I919628346","display_name":"University of the Pacific","ror":"https://ror.org/05mmg7t28","country_code":"PE","type":"education","lineage":["https://openalex.org/I919628346"]}],"countries":["PE"],"is_corresponding":true,"raw_author_name":"Ana Luna","raw_affiliation_strings":["Universidad del Pac\u00edfico, Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0002-1359-2469","affiliations":[{"raw_affiliation_string":"Universidad del Pac\u00edfico, Lima, Peru","institution_ids":["https://openalex.org/I919628346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043662826","display_name":"Miguel N\u00fa\u00f1ez-del-Prado","orcid":"https://orcid.org/0000-0001-7997-1739"},"institutions":[{"id":"https://openalex.org/I919628346","display_name":"University of the Pacific","ror":"https://ror.org/05mmg7t28","country_code":"PE","type":"education","lineage":["https://openalex.org/I919628346"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Miguel Nunez-del-Prado","raw_affiliation_strings":["Universidad del Pac\u00edfico, Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0001-7997-1739","affiliations":[{"raw_affiliation_string":"Universidad del Pac\u00edfico, Lima, Peru","institution_ids":["https://openalex.org/I919628346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5023286630"],"corresponding_institution_ids":["https://openalex.org/I919628346"],"apc_list":null,"apc_paid":null,"fwci":0.2273,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42414624,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T12384","display_name":"Customer churn and segmentation","score":0.9837999939918518,"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/popularity","display_name":"Popularity","score":0.8289696574211121},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7476681470870972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7466424703598022},{"id":"https://openalex.org/keywords/demographics","display_name":"Demographics","score":0.7088724970817566},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6143454313278198},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5460536479949951},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5299343466758728},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5044354200363159},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.48914197087287903},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.46444442868232727},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3656371831893921},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3644923269748688},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1881209909915924},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.18629160523414612},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12555646896362305},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.07577025890350342}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.8289696574211121},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7476681470870972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7466424703598022},{"id":"https://openalex.org/C2780084366","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demographics","level":2,"score":0.7088724970817566},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6143454313278198},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5460536479949951},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5299343466758728},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5044354200363159},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.48914197087287903},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.46444442868232727},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3656371831893921},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3644923269748688},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1881209909915924},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18629160523414612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12555646896362305},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07577025890350342},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-46140-9_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-46140-9_12","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W107619411","https://openalex.org/W281665770","https://openalex.org/W805665992","https://openalex.org/W1511814458","https://openalex.org/W1791963397","https://openalex.org/W1979922604","https://openalex.org/W2001350733","https://openalex.org/W2005490094","https://openalex.org/W2025605741","https://openalex.org/W2030808931","https://openalex.org/W2054141820","https://openalex.org/W2100235918","https://openalex.org/W2137728971","https://openalex.org/W2166741344","https://openalex.org/W2210543184","https://openalex.org/W2293286118","https://openalex.org/W2512971201","https://openalex.org/W2581566563","https://openalex.org/W2782378770","https://openalex.org/W2923314696","https://openalex.org/W4248672808"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2348524959","https://openalex.org/W2518037665","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706","https://openalex.org/W2477036161","https://openalex.org/W308652608"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
