{"id":"https://openalex.org/W3097891457","doi":"https://doi.org/10.1007/978-3-030-61656-4_27","title":"Product Development of Start-up Through Modeling of Customer Interaction Based on Data Mining","display_name":"Product Development of Start-up Through Modeling of Customer Interaction Based on Data Mining","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097891457","doi":"https://doi.org/10.1007/978-3-030-61656-4_27","mag":"3097891457"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-61656-4_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61656-4_27","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/A5049758545","display_name":"\u0412. \u0412. \u041c\u043e\u0440\u043e\u0437\u043e\u0432","orcid":"https://orcid.org/0000-0001-7946-0832"},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Viktor Morozov","raw_affiliation_strings":["Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-7946-0832","affiliations":[{"raw_affiliation_string":"Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016478911","display_name":"Olga Mezentseva","orcid":"https://orcid.org/0000-0002-8430-4022"},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olga Mezentseva","raw_affiliation_strings":["Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-8430-4022","affiliations":[{"raw_affiliation_string":"Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087643343","display_name":"Grigory Steshenko","orcid":null},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Grigory Steshenko","raw_affiliation_strings":["Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-2009-9872","affiliations":[{"raw_affiliation_string":"Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053724461","display_name":"Maksym Proskurin","orcid":null},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Maksym Proskurin","raw_affiliation_strings":["Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-6601-3133","affiliations":[{"raw_affiliation_string":"Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049758545"],"corresponding_institution_ids":["https://openalex.org/I189238007"],"apc_list":null,"apc_paid":null,"fwci":0.8964,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77635893,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"399","last_page":"415"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T12667","display_name":"Economic and Technological Developments in Russia","score":0.9595999717712402,"subfield":{"id":"https://openalex.org/subfields/3303","display_name":"Development"},"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/T13482","display_name":"Engineering Education and Technology","score":0.9581999778747559,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7021408677101135},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.5631853342056274},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5257830619812012},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5115941166877747},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.49187445640563965},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.47068077325820923},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4518319368362427},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4417978823184967},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.43979811668395996},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.43256378173828125},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.39123284816741943},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33392563462257385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18046605587005615},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1535148322582245},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12712246179580688},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12138780951499939}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7021408677101135},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.5631853342056274},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5257830619812012},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5115941166877747},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.49187445640563965},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.47068077325820923},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4518319368362427},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4417978823184967},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.43979811668395996},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43256378173828125},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.39123284816741943},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33392563462257385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18046605587005615},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1535148322582245},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12712246179580688},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12138780951499939},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-61656-4_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61656-4_27","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W575598456","https://openalex.org/W1503025338","https://openalex.org/W1513468570","https://openalex.org/W1978177806","https://openalex.org/W2067471765","https://openalex.org/W2087068922","https://openalex.org/W2124914835","https://openalex.org/W2155862563","https://openalex.org/W2159460451","https://openalex.org/W2404031363","https://openalex.org/W2625633396","https://openalex.org/W2630669593","https://openalex.org/W2769305860","https://openalex.org/W2897794117","https://openalex.org/W2907719140","https://openalex.org/W2908599389","https://openalex.org/W2920480273","https://openalex.org/W2945360265","https://openalex.org/W2949855834","https://openalex.org/W2963902875","https://openalex.org/W2995115336","https://openalex.org/W3016566840","https://openalex.org/W6600566992"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W3193760048","https://openalex.org/W4285822516","https://openalex.org/W2185689662"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}