{"id":"https://openalex.org/W2948664571","doi":"https://doi.org/10.4018/ijcini.2019070104","title":"Entropy and Algorithm of Obtaining Decision Trees in a Way Approximated to the Natural Intelligence","display_name":"Entropy and Algorithm of Obtaining Decision Trees in a Way Approximated to the Natural Intelligence","publication_year":2019,"publication_date":"2019-06-06","ids":{"openalex":"https://openalex.org/W2948664571","doi":"https://doi.org/10.4018/ijcini.2019070104","mag":"2948664571"},"language":"en","primary_location":{"id":"doi:10.4018/ijcini.2019070104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijcini.2019070104","pdf_url":null,"source":{"id":"https://openalex.org/S157664362","display_name":"International Journal of Cognitive Informatics and Natural Intelligence","issn_l":"1557-3958","issn":["1557-3958","1557-3966"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cognitive Informatics and Natural Intelligence","raw_type":"journal-article"},"type":"article","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/A5069369684","display_name":"Olga Popova","orcid":"https://orcid.org/0000-0002-5645-2415"},"institutions":[{"id":"https://openalex.org/I217663830","display_name":"Kuban State Technological University","ror":"https://ror.org/050w9j879","country_code":"RU","type":"education","lineage":["https://openalex.org/I217663830"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Olga Popova","raw_affiliation_strings":["Kuban State Technological University, Krasnodar, Russia"],"raw_orcid":"https://orcid.org/0000-0002-5645-2415","affiliations":[{"raw_affiliation_string":"Kuban State Technological University, Krasnodar, Russia","institution_ids":["https://openalex.org/I217663830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112942467","display_name":"Boris Popov","orcid":null},"institutions":[{"id":"https://openalex.org/I217663830","display_name":"Kuban State Technological University","ror":"https://ror.org/050w9j879","country_code":"RU","type":"education","lineage":["https://openalex.org/I217663830"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Boris Popov","raw_affiliation_strings":["Kuban State Technological University, Krasnodar, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kuban State Technological University, Krasnodar, Russia","institution_ids":["https://openalex.org/I217663830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079022101","display_name":"Vladimir Karandey","orcid":null},"institutions":[{"id":"https://openalex.org/I217663830","display_name":"Kuban State Technological University","ror":"https://ror.org/050w9j879","country_code":"RU","type":"education","lineage":["https://openalex.org/I217663830"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Vladimir Karandey","raw_affiliation_strings":["Kuban State Technological University, Krasnodar, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kuban State Technological University, Krasnodar, Russia","institution_ids":["https://openalex.org/I217663830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069395682","display_name":"Alexander Gerashchenko","orcid":"https://orcid.org/0000-0003-2447-4289"},"institutions":[{"id":"https://openalex.org/I217663830","display_name":"Kuban State Technological University","ror":"https://ror.org/050w9j879","country_code":"RU","type":"education","lineage":["https://openalex.org/I217663830"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Gerashchenko","raw_affiliation_strings":["Kuban State Technological University, Krasnodar, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kuban State Technological University, Krasnodar, Russia","institution_ids":["https://openalex.org/I217663830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I217663830"],"apc_list":null,"apc_paid":null,"fwci":1.4463,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.86594505,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"13","issue":"3","first_page":"50","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9779999852180481,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.809675931930542},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6501890420913696},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5719372630119324},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5217803120613098},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.4991128444671631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49009406566619873},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47794225811958313},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4177170395851135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37306177616119385},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32951897382736206}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.809675931930542},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6501890420913696},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5719372630119324},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5217803120613098},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.4991128444671631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49009406566619873},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47794225811958313},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4177170395851135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37306177616119385},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32951897382736206},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijcini.2019070104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijcini.2019070104","pdf_url":null,"source":{"id":"https://openalex.org/S157664362","display_name":"International Journal of Cognitive Informatics and Natural Intelligence","issn_l":"1557-3958","issn":["1557-3958","1557-3966"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cognitive Informatics and Natural Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jcini0:v:13:y:2019:i:3:p:50-66","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJCINI.2019070104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7799999713897705,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W938855979","https://openalex.org/W1970559658","https://openalex.org/W1990624991","https://openalex.org/W1991391573","https://openalex.org/W2011446678","https://openalex.org/W2047112851","https://openalex.org/W2049808019","https://openalex.org/W2112627523","https://openalex.org/W2126923860","https://openalex.org/W2142827986","https://openalex.org/W2197872593","https://openalex.org/W2383405780","https://openalex.org/W2406182434","https://openalex.org/W2460988051","https://openalex.org/W2511218112","https://openalex.org/W2512466195","https://openalex.org/W2514387999","https://openalex.org/W2757413580","https://openalex.org/W2777078336","https://openalex.org/W2888648656","https://openalex.org/W2890413393","https://openalex.org/W2899640820","https://openalex.org/W2906556482","https://openalex.org/W2917666173","https://openalex.org/W2919749284"],"related_works":["https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2356463514","https://openalex.org/W4319437832","https://openalex.org/W4243803609","https://openalex.org/W2030894524","https://openalex.org/W2350430350","https://openalex.org/W2592385415","https://openalex.org/W102063058","https://openalex.org/W2006686080"],"abstract_inverted_index":{"The":[0,13,82,109,131],"classification":[1,27,92,139],"of":[2,4,16,28,37,43,59,68,84,89,93,136],"knowledge":[3,58],"a":[5,34,60,66,79,128,138,143],"specified":[6],"subject":[7,30,61,144],"area":[8,31,62,145],"is":[9,45,51,63,111],"an":[10],"actual":[11],"task.":[12,81],"well-known":[14],"methods":[15],"obtaining":[17,38,44],"decision":[18,39,101],"trees":[19,102],"using":[20,127],"entropy":[21,85],"are":[22,103],"not":[23],"suitable":[24],"for":[25,141],"the":[26,29,48,54,57,76,87,91,97,107,115,120,124,134],"knowledge.":[32],"So,":[33],"new":[35],"algorithm":[36,117],"trees,":[40],"whose":[41],"way":[42],"approximated":[46,118],"to":[47,70,74,78,113,119],"natural":[49,121],"intelligence,":[50],"suggested":[52,116],"in":[53,100,106],"article.":[55,108],"Here,":[56],"presented":[64],"as":[65,146],"complex":[67],"answers":[69],"questions,":[71],"which":[72],"help":[73],"find":[75],"solution":[77],"current":[80],"connection":[83],"with":[86,123],"appearance":[88],"knowledge,":[90,95],"previous":[94],"and":[96],"definitions":[98],"used":[99],"also":[104],"analyzed":[105],"latter":[110],"necessary":[112],"compare":[114],"intelligence":[122],"traditional":[125],"method,":[126],"small":[129],"example.":[130],"article":[132],"contains":[133],"analysis":[135],"solving":[137],"task":[140],"such":[142],"optimization":[147],"methods.":[148]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}