{"id":"https://openalex.org/W2914650207","doi":"https://doi.org/10.1109/infocommst.2018.8632107","title":"Informativity of Association Rules from the Viewpoint of Information Theory","display_name":"Informativity of Association Rules from the Viewpoint of Information Theory","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2914650207","doi":"https://doi.org/10.1109/infocommst.2018.8632107","mag":"2914650207"},"language":"en","primary_location":{"id":"doi:10.1109/infocommst.2018.8632107","doi":"https://doi.org/10.1109/infocommst.2018.8632107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocommst.2018.8632107","pdf_url":null,"source":{"id":"https://openalex.org/S4306424418","display_name":"International Scientific-Practical Conference Problems of Infocommunications Science and Technology","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Scientific-Practical Conference Problems of Infocommunications. Science and Technology (PIC S&T)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W2914650207"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5070188308","display_name":"\u0414\u043c\u0438\u0442\u0440\u043e \u0415\u0434\u0443\u0430\u0440\u0434\u043e\u0432\u0438\u0447 \u0421\u0438\u0442\u043d\u0456\u043a\u043e\u0432","orcid":"https://orcid.org/0000-0003-1240-7900","observed_orcids":["https://orcid.org/0000-0003-1240-7900"]},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Dmytro Sitnikov","raw_affiliation_strings":["Department of Systems Engineering, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052090800","display_name":"O. Titova","orcid":"https://orcid.org/0000-0001-8894-2040","observed_orcids":["https://orcid.org/0000-0001-8894-2040"]},"institutions":[{"id":"https://openalex.org/I3131416625","display_name":"Kharkiv State Academy of Culture","ror":"https://ror.org/02r9h1127","country_code":"UA","type":"education","lineage":["https://openalex.org/I3131416625"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olena Titova","raw_affiliation_strings":["Department of Information and Documentary Systems, Kharkiv State Academy of Culture, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Documentary Systems, Kharkiv State Academy of Culture, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I3131416625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050925308","display_name":"Sergii Minukhin","orcid":"https://orcid.org/0000-0002-9314-3750","observed_orcids":["https://orcid.org/0000-0002-9314-3750"]},"institutions":[{"id":"https://openalex.org/I122725048","display_name":"Simon Kuznets Kharkiv National University of Economics","ror":"https://ror.org/02anx2442","country_code":"UA","type":"education","lineage":["https://openalex.org/I122725048"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sergii Minukhin","raw_affiliation_strings":["Information Systems Department, S. Kuznets Kharkiv National University of Economics, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Department, S. Kuznets Kharkiv National University of Economics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I122725048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011815853","display_name":"Andriy Kovalenko","orcid":"https://orcid.org/0000-0002-2817-9036","observed_orcids":["https://orcid.org/0000-0002-2817-9036"]},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Andrii Kovalenko","raw_affiliation_strings":["Department of Systems Engineering, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103837098","display_name":"Serhii Titov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Serhii Titov","raw_affiliation_strings":["Department of Systems Engineering, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I107158390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5016,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.59409497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":9.999999747378752e-05,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/association-rule-mining","display_name":"association rule mining","score":0.9879999756813049},{"id":"https://openalex.org/keywords/mutual-information","display_name":"mutual information","score":0.9369999766349792},{"id":"https://openalex.org/keywords/shannon-information-theory","display_name":"Shannon information theory","score":0.875},{"id":"https://openalex.org/keywords/big-data-mining","display_name":"big data mining","score":0.5899999737739563}],"concepts":[{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.7480411529541016},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7377933263778687},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.7252212166786194},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6379128098487854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6107445955276489},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.5978023409843445},{"id":"https://openalex.org/C67935508","wikidata":"https://www.wikidata.org/wiki/Q17078448","display_name":"Information diagram","level":5,"score":0.4768018424510956},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43616440892219543},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34303581714630127},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.327387273311615},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30490487813949585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2718621492385864},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16325241327285767},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.11934193968772888},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C49775889","wikidata":"https://www.wikidata.org/wiki/Q6795896","display_name":"Maximum entropy thermodynamics","level":4,"score":0.0},{"id":"https://openalex.org/C44415725","wikidata":"https://www.wikidata.org/wiki/Q4913893","display_name":"Binary entropy function","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocommst.2018.8632107","doi":"https://doi.org/10.1109/infocommst.2018.8632107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocommst.2018.8632107","pdf_url":null,"source":{"id":"https://openalex.org/S4306424418","display_name":"International Scientific-Practical Conference Problems of Infocommunications Science and Technology","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Scientific-Practical Conference Problems of Infocommunications. Science and Technology (PIC S&T)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W112256517","https://openalex.org/W1484413656","https://openalex.org/W1525581245","https://openalex.org/W1575280143","https://openalex.org/W1973036367","https://openalex.org/W2015098991","https://openalex.org/W2102297485","https://openalex.org/W2728199049","https://openalex.org/W2812371534"],"related_works":["https://openalex.org/W2015098991","https://openalex.org/W3022623998","https://openalex.org/W4399620838","https://openalex.org/W2114134542","https://openalex.org/W2164372730","https://openalex.org/W2371745888","https://openalex.org/W2025482926","https://openalex.org/W2153228780","https://openalex.org/W3164002205","https://openalex.org/W2088956881"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"information":[3,8,86,124,157],"theory,":[4],"in":[5,61,100,150],"particular,":[6],"mutual":[7,30,85,123],"is":[9],"suggested":[10],"as":[11,91],"a":[12,35,48],"possible":[13],"basis":[14],"for":[15,73,145],"association":[16,21,43,79,107,147],"rule":[17,108],"quality":[18],"assessment.":[19],"Normally":[20],"rules":[22,148],"are":[23,34,118,128],"not":[24],"considered":[25],"to":[26,106,136],"be":[27,89,143],"associated":[28],"with":[29,130],"information,":[31],"although":[32],"there":[33],"lot":[36],"of":[37,42,64,69,77,94,103,115,132,156],"papers":[38],"on":[39],"the":[40,62,75,92,101,116,121,133,154],"matter":[41],"significance.":[44],"We":[45],"have":[46],"introduced":[47],"new":[49],"approach":[50],"supported":[51],"by":[52,120],"precise":[53],"mathematical":[54],"formulas,":[55],"which":[56,114,126],"allows":[57],"considering":[58],"non-binary":[59],"associations":[60],"context":[63,102],"Shannon's":[65],"theory.":[66,158],"An":[67],"overview":[68],"some":[70],"parameters":[71],"important":[72],"determining":[74],"importance":[76],"an":[78],"dependence":[80],"has":[81,97,111],"been":[82,98,112],"presented.":[83],"Complete":[84],"that":[87],"can":[88,142],"calculated":[90],"sum":[93],"four":[95],"addends":[96,134],"investigated":[99],"various":[104],"requirements":[105,117],"importance.":[109],"It":[110],"shown":[113],"met":[119,129],"complete":[122],"and":[125],"ones":[127],"one":[131],"used":[135,144],"calculate":[137],"it.":[138],"The":[139],"obtained":[140],"results":[141],"assessing":[146],"discovered":[149],"big":[151],"data":[152],"from":[153],"viewpoint":[155]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2019-02-21T00:00:00"}