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MODELS AND ALGORITHMS OF CONTROL MECHANISMS IN INFORMATION EXCHANGE PROCESSES

Madina FozilovaResearch Institute for Development of Digital Technologies and Artificial Intelligence, Tashkent, Uzbekistan. E-mail: [email protected];Dilshoda N UchqunovaResearch Institute for Development of Digital Technologies and Artificial Intelligence, Tashkent, Uzbekistan. E-mail: [email protected]
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Abstract

In modern digital systems, efficient and reliable information exchange is essential for the stability of corporate systems. Traditional data management models struggle to detect and eliminate invalid, incomplete data at early stages, resulting in reduced accuracy and system inefficiency. This article proposes an advanced framework for controlling information exchange processes through the development of a Verification and Filtering algorithm. The algorithm operates within a multi-layered conceptual model that includes data input, control, validation, optimization, and decision layers. Acting as the core component, the Verification and Filtering algorithm distinguishes valid from invalid records in real time, ensuring data integrity before storage. The process is mathematically formalized as a classification function designed to minimize false entries and maximize throughput of reliable data.

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