Рақамли технологияларнинг назарий ва амалий масалалари Volume 6 Issue 4 (2023) · pp. 67-74
Improving the Quality of Electronic Document Management Systems Based on Mechanisms of Using Semantic Redundancy
Жуманов, И.И., Каршиев, Х.Б.
Abstract
Methodological foundations have been developed for solving problems of optimizing search, storage, and processing of information according to the criteria of reliability, labor intensity and cost. Estimates of the time and cost of input, transmission, storage, processing, exchange of documents, detection and correction of information errors are proposed based on mechanisms for using semantic redundancy implemented and lexographic synthesis of the document structure. The effectiveness of mechanisms for using statistical, logical, semantic and structural-technological connections of document elements has been studied. A computational scheme for solving an optimization problem has been developed and implemented based on the use of adaptive methods of stochastic random search, truncated Markov chain modeling and dynamic programming. A software package has been implemented to increase the reliability of information based on the use of adaptive random search, segmentation and lexicological synthesis of the structure.
efficiencyelectronic document management systemlabor intensity and cost of information processinginformation reliabilityoptimizationoptimization strategystochastic modelэффективностьсистема электронного документооборотатрудоемкость и стоимость обработки информации
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