DIRECTIONS FOR INNOVATIVE ANALYTICAL AND STATISTICAL TECHNOLOGIES IMPLEMENTATION AS A TOOL FOR CORRUPTION COUNTERACTION IN THE STATE

نویسندگان

چکیده

The article is dedicated to the problem of implementing innovative analytical and statistical technologies as a tool counteract corruption in state. Innovative are broadly defined set methods tools based on use mathematical data analysis detect useful dependencies regularities data, improve decision-making efficiency, anomalies various fields activity. More narrowly, they process using most advanced complex data. Based content thematic publications, 4 directions were identified: 1) direction developing methodological tools; 2) analyzing secondary sociological data; 3) creating automated systems for natural language visualization spatial 4) machine learning artificial intelligence identifying subjects relations and/or obtaining statistically substantiated confirmations presence/absence corruption. It determined that significant practice-oriented studies, where testing relevant theoretical models takes place, precedents created results studies part evidence base fraud or direct example applying counteraction from political science perspective electoral forensics. Within forensics, two groups distinguished. first group originates theory numbers refers frequency characteristics numerical statistics. second relies search relationships between different parameters process, example, turnout level winning candidate support level. main criterion used discrepancy real (documented) election normative (model) ones.

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ژورنال

عنوان ژورنال: Vìsnik Nacìonal?nogo tehnì?nogo unìversitetu Ukraïni «Kiïvs?kij polìtehnì?nij ìnstitut»

سال: 2023

ISSN: ['2308-5053', '2706-5626']

DOI: https://doi.org/10.20535/2308-5053.2023.1(57).280822