{"id":"https://openalex.org/W4312879160","doi":"https://doi.org/10.1007/978-3-031-16302-9_17","title":"Intelligent Method for Forming the Consumer Basket","display_name":"Intelligent Method for Forming the Consumer Basket","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312879160","doi":"https://doi.org/10.1007/978-3-031-16302-9_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16302-9_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16302-9_17","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":"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/A5059818498","display_name":"Khrystyna Lipianina-Honcharenko","orcid":"https://orcid.org/0000-0002-2441-6292"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Khrystyna Lipianina-Honcharenko","raw_affiliation_strings":["West Ukrainian National University, Lvivska Str., 11, Ternopil, 46000, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-2441-6292","affiliations":[{"raw_affiliation_string":"West Ukrainian National University, Lvivska Str., 11, Ternopil, 46000, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025469252","display_name":"Carsten Wolff","orcid":"https://orcid.org/0000-0003-3646-5240"},"institutions":[{"id":"https://openalex.org/I159743108","display_name":"Dortmund University of Applied Sciences and Arts","ror":"https://ror.org/03dv91853","country_code":"DE","type":"education","lineage":["https://openalex.org/I159743108"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carsten Wolff","raw_affiliation_strings":["Fachhochschule Dortmund, Otto-Hahn-Str. 23, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3646-5240","affiliations":[{"raw_affiliation_string":"Fachhochschule Dortmund, Otto-Hahn-Str. 23, Dortmund, Germany","institution_ids":["https://openalex.org/I159743108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034894587","display_name":"Zoriana Chyzhovska","orcid":"https://orcid.org/0000-0002-2574-620X"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Zoriana Chyzhovska","raw_affiliation_strings":["West Ukrainian National University, Lvivska Str., 11, Ternopil, 46000, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-2574-620X","affiliations":[{"raw_affiliation_string":"West Ukrainian National University, Lvivska Str., 11, Ternopil, 46000, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033654276","display_name":"Anatoliy Sachenko","orcid":"https://orcid.org/0000-0002-0907-3682"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Anatoliy Sachenko","raw_affiliation_strings":["West Ukrainian National University, Lvivska Str., 11, Ternopil, 46000, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-0907-3682","affiliations":[{"raw_affiliation_string":"West Ukrainian National University, Lvivska Str., 11, Ternopil, 46000, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069835225","display_name":"\u0422\u0430\u0440\u0430\u0441 \u041b\u0435\u043d\u0434\u044e\u043a","orcid":"https://orcid.org/0000-0001-9484-8333"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Taras Lendiuk","raw_affiliation_strings":["West Ukrainian National University, Lvivska Str., 11, Ternopil, 46000, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-9484-8333","affiliations":[{"raw_affiliation_string":"West Ukrainian National University, Lvivska Str., 11, Ternopil, 46000, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063496291","display_name":"Sergii Grodskyi","orcid":null},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sergii Grodskyi","raw_affiliation_strings":["West Ukrainian National University, Lvivska Str., 11, Ternopil, 46000, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-9366-2243","affiliations":[{"raw_affiliation_string":"West Ukrainian National University, Lvivska Str., 11, Ternopil, 46000, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059818498"],"corresponding_institution_ids":["https://openalex.org/I160977438"],"apc_list":null,"apc_paid":null,"fwci":4.5642,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.95546218,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"221","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9609000086784363,"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":0.9609000086784363,"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":0.9474999904632568,"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/novelty","display_name":"Novelty","score":0.6013256311416626},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5527368187904358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5494104623794556},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.4412647783756256},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.43176013231277466},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.4174345135688782},{"id":"https://openalex.org/keywords/commerce","display_name":"Commerce","score":0.36788904666900635},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.321793794631958},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.25424179434776306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15895026922225952}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6013256311416626},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5527368187904358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5494104623794556},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.4412647783756256},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.43176013231277466},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.4174345135688782},{"id":"https://openalex.org/C54750564","wikidata":"https://www.wikidata.org/wiki/Q26643","display_name":"Commerce","level":1,"score":0.36788904666900635},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.321793794631958},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.25424179434776306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15895026922225952},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"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/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:10.1007/978-3-031-16302-9_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16302-9_17","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":[{"score":0.4699999988079071,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1983099561","https://openalex.org/W2527858177","https://openalex.org/W2599766447","https://openalex.org/W2741866445","https://openalex.org/W2765484974","https://openalex.org/W2793245108","https://openalex.org/W2800696575","https://openalex.org/W2884586244","https://openalex.org/W2892778755","https://openalex.org/W2902756944","https://openalex.org/W2963802343","https://openalex.org/W2982607948","https://openalex.org/W2989277527","https://openalex.org/W2990200467","https://openalex.org/W2997641630","https://openalex.org/W3006990888","https://openalex.org/W3019913914","https://openalex.org/W3029502972","https://openalex.org/W3040924276","https://openalex.org/W3095410554","https://openalex.org/W3119582402","https://openalex.org/W3198765466","https://openalex.org/W4214610671","https://openalex.org/W4220706627","https://openalex.org/W4225556524"],"related_works":["https://openalex.org/W642596857","https://openalex.org/W642626692","https://openalex.org/W2343796573","https://openalex.org/W2357079193","https://openalex.org/W2379246052","https://openalex.org/W4206556504","https://openalex.org/W4226353455","https://openalex.org/W2148823775","https://openalex.org/W3015123363","https://openalex.org/W2589371609"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}