{"id":"https://openalex.org/W4212987490","doi":"https://doi.org/10.1007/978-3-030-96299-9_36","title":"A New Cascade-Hybrid Recommender System Approach for the Retail Market","display_name":"A New Cascade-Hybrid Recommender System Approach for the Retail Market","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4212987490","doi":"https://doi.org/10.1007/978-3-030-96299-9_36"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-96299-9_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-96299-9_36","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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/A5045986275","display_name":"Miguel \u00c2ngelo Rebelo","orcid":"https://orcid.org/0000-0003-0786-3362"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Miguel \u00c2ngelo Rebelo","raw_affiliation_strings":["E-goi, Av. Men\u00e9res, 840, 4450-190, Matosinhos, Portugal","i3s, Rua Alfredo Allen, 208, 4200-135, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-0786-3362","affiliations":[{"raw_affiliation_string":"E-goi, Av. Men\u00e9res, 840, 4450-190, Matosinhos, Portugal","institution_ids":[]},{"raw_affiliation_string":"i3s, Rua Alfredo Allen, 208, 4200-135, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084656692","display_name":"Duarte Coelho","orcid":"https://orcid.org/0000-0003-2665-8057"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Duarte Coelho","raw_affiliation_strings":["E-goi, Av. Men\u00e9res, 840, 4450-190, Matosinhos, Portugal","Interdisciplinary Studies Research Center, Rua Dr. Ant\u00f3nio Bernardino de Almeida, 431, 4200-072, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-2665-8057","affiliations":[{"raw_affiliation_string":"E-goi, Av. Men\u00e9res, 840, 4450-190, Matosinhos, Portugal","institution_ids":[]},{"raw_affiliation_string":"Interdisciplinary Studies Research Center, Rua Dr. Ant\u00f3nio Bernardino de Almeida, 431, 4200-072, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022827069","display_name":"Ivo Pereira","orcid":"https://orcid.org/0000-0001-5440-3225"},"institutions":[{"id":"https://openalex.org/I157071867","display_name":"Fernando Pessoa University","ror":"https://ror.org/04h8e7606","country_code":"PT","type":"education","lineage":["https://openalex.org/I157071867"]},{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Ivo Pereira","raw_affiliation_strings":["E-goi, Av. Men\u00e9res, 840, 4450-190, Matosinhos, Portugal","Interdisciplinary Studies Research Center, Rua Dr. Ant\u00f3nio Bernardino de Almeida, 431, 4200-072, Porto, Portugal","Universidade Fernando Pessoa, Pra\u00e7a 9 de Abril, 349, 4249-004, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-5440-3225","affiliations":[{"raw_affiliation_string":"E-goi, Av. Men\u00e9res, 840, 4450-190, Matosinhos, Portugal","institution_ids":[]},{"raw_affiliation_string":"Interdisciplinary Studies Research Center, Rua Dr. Ant\u00f3nio Bernardino de Almeida, 431, 4200-072, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"Universidade Fernando Pessoa, Pra\u00e7a 9 de Abril, 349, 4249-004, Porto, Portugal","institution_ids":["https://openalex.org/I157071867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088784378","display_name":"F\u00e1bio Fernandes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"F\u00e1bio Fernandes","raw_affiliation_strings":["E-goi, Av. Men\u00e9res, 840, 4450-190, Matosinhos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"E-goi, Av. Men\u00e9res, 840, 4450-190, Matosinhos, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022827069"],"corresponding_institution_ids":["https://openalex.org/I157071867","https://openalex.org/I83863532"],"apc_list":null,"apc_paid":null,"fwci":1.7583,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.85978878,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"371","last_page":"380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9908999800682068,"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/recommender-system","display_name":"Recommender system","score":0.8969776630401611},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7868071794509888},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7754477262496948},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.5046809911727905},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.4698079228401184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3939766585826874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29674166440963745},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10334181785583496}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8969776630401611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7868071794509888},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7754477262496948},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.5046809911727905},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.4698079228401184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3939766585826874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29674166440963745},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10334181785583496},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-96299-9_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-96299-9_36","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W281665770","https://openalex.org/W1131320503","https://openalex.org/W1493542677","https://openalex.org/W1532852017","https://openalex.org/W1832221731","https://openalex.org/W1917724426","https://openalex.org/W2016210396","https://openalex.org/W2028020328","https://openalex.org/W2042281163","https://openalex.org/W2047109571","https://openalex.org/W2048934076","https://openalex.org/W2054141820","https://openalex.org/W2100235918","https://openalex.org/W2101409192","https://openalex.org/W2116206254","https://openalex.org/W2138899136","https://openalex.org/W2150886314","https://openalex.org/W2161676175","https://openalex.org/W2592414564","https://openalex.org/W3034464816","https://openalex.org/W4248672808"],"related_works":["https://openalex.org/W2381242807","https://openalex.org/W3126131230","https://openalex.org/W2153719181","https://openalex.org/W2347541121","https://openalex.org/W2080951048","https://openalex.org/W1971748923","https://openalex.org/W4288804799","https://openalex.org/W3032237421","https://openalex.org/W2390346111","https://openalex.org/W3011883280"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
