{"id":"https://openalex.org/W4401371311","doi":"https://doi.org/10.1007/978-3-031-66761-9_15","title":"Prediction of Customer Purchases Using LSTM Deep Neural Network","display_name":"Prediction of Customer Purchases Using LSTM Deep Neural Network","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401371311","doi":"https://doi.org/10.1007/978-3-031-66761-9_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-66761-9_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-66761-9_15","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":"book-chapter","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/A5014636964","display_name":"Krzysztof Lutos\u0142awski","orcid":"https://orcid.org/0000-0002-2978-1184"},"institutions":[{"id":"https://openalex.org/I305801656","display_name":"Wroclaw University of Economics and Business","ror":"https://ror.org/013sm1c65","country_code":"PL","type":"education","lineage":["https://openalex.org/I305801656"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krzysztof Lutos\u0142awski","raw_affiliation_strings":["Wroclaw University of Economics and Business, Komandorska 118/120, 53-345, Wroc\u0142aw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-2978-1184","affiliations":[{"raw_affiliation_string":"Wroclaw University of Economics and Business, Komandorska 118/120, 53-345, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I305801656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049086555","display_name":"Marcin Hernes","orcid":"https://orcid.org/0000-0002-3832-8154"},"institutions":[{"id":"https://openalex.org/I305801656","display_name":"Wroclaw University of Economics and Business","ror":"https://ror.org/013sm1c65","country_code":"PL","type":"education","lineage":["https://openalex.org/I305801656"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Hernes","raw_affiliation_strings":["Center for Intelligent Management Systems, Department of Process Management, Wroclaw University of Economics and Business, Wroc\u0142aw, Poland","Wroclaw University of Economics and Business, Komandorska 118/120, 53-345, Wroc\u0142aw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-3832-8154","affiliations":[{"raw_affiliation_string":"Center for Intelligent Management Systems, Department of Process Management, Wroclaw University of Economics and Business, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I305801656"]},{"raw_affiliation_string":"Wroclaw University of Economics and Business, Komandorska 118/120, 53-345, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I305801656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059029128","display_name":"Artur Rot","orcid":"https://orcid.org/0000-0002-7281-8253"},"institutions":[{"id":"https://openalex.org/I305801656","display_name":"Wroclaw University of Economics and Business","ror":"https://ror.org/013sm1c65","country_code":"PL","type":"education","lineage":["https://openalex.org/I305801656"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Artur Rot","raw_affiliation_strings":["Wroclaw University of Economics and Business, Komandorska 118/120, 53-345, Wroc\u0142aw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-7281-8253","affiliations":[{"raw_affiliation_string":"Wroclaw University of Economics and Business, Komandorska 118/120, 53-345, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I305801656"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106337116","display_name":"Cezary Olejarczyk","orcid":null},"institutions":[{"id":"https://openalex.org/I40695006","display_name":"Open Geospatial Consortium","ror":"https://ror.org/00fsdxs93","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I40695006"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cezary Olejarczyk","raw_affiliation_strings":["Open Loyalty Ltd., Dmowskiego 17, 50-203, Wroc\u0142aw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Open Loyalty Ltd., Dmowskiego 17, 50-203, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I40695006"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014636964"],"corresponding_institution_ids":["https://openalex.org/I305801656"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32197729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"166","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11536","display_name":"Consumer Retail Behavior Studies","score":0.9909999966621399,"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"}},{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9851999878883362,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6302601099014282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6246848702430725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5160303115844727},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.43140849471092224}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6302601099014282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6246848702430725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5160303115844727},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.43140849471092224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-66761-9_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-66761-9_15","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W73388327","https://openalex.org/W115528473","https://openalex.org/W1966021193","https://openalex.org/W2003083941","https://openalex.org/W2048755952","https://openalex.org/W2054640944","https://openalex.org/W2055362559","https://openalex.org/W2061798849","https://openalex.org/W2063734355","https://openalex.org/W2075211514","https://openalex.org/W2115555003","https://openalex.org/W2119469410","https://openalex.org/W2136806966","https://openalex.org/W2177219573","https://openalex.org/W2514172024","https://openalex.org/W2792328488","https://openalex.org/W2793003883","https://openalex.org/W2803015509","https://openalex.org/W2908654642","https://openalex.org/W2951045934","https://openalex.org/W2992985065","https://openalex.org/W3103404646","https://openalex.org/W3123614577","https://openalex.org/W3167835154","https://openalex.org/W3178120687","https://openalex.org/W4214736071"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
