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Kristina Dineva

2 linked publication records · Institute of Information and Communication Technologies

Author: Kristina DinevaYear: 2025Subject: Informaticsclear all
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25th International Multidisciplinary Scientific GeoConference Proceedings SGEM 2025, Geoinformatics, Remote Sensing, and Artificial Intelligence (AI), Vol 25, Issue 2.1
Publication

ANALYSIS OF DATA FRAGMENTATION IN ARTIFICIAL INTELLIGENCE MODELS TO IMPROVE DECISION-MAKING PROCESSES IN SOCIALLY SIGNIFICANT AREAS

(STEF92 Technology, 2025-08-15, Kristina Dineva, Tatiana Atanasova, Velizar Varbanov)

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Artificial intelligence (AI) is rapidly penetrating all forms of digitised systems and services, including organisational, social, economic, and governmental, revolutionising the way information is processed, and decisions are made. The integration of AI in socially relevant areas is increasingly essential due to the growing use of digital services and the extensive, fragmented information spread across platforms. The lack of a unified approach to processing this data creates challenges in accessibility, reliabili...

Informatics2025
25th International Multidisciplinary Scientific GeoConference Proceedings SGEM 2025, Geoinformatics, Remote Sensing, and Artificial Intelligence (AI), Vol 25, Issue 2.1
Publication

DATA COLLECTION METHODOLOGY FOR ARTIFICIAL INTELLIGENCE MODELS IN SOCIALLY RELEVANT AREAS

(STEF92 Technology, 2025-08-15, Kristina Dineva, Tatiana Atanasova, Kalin Kopanov)

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Data collection and storage are crucial in the development of artificial intelligence (AI) within the socially relevant areas. Despite the increasing volume of information, it is often scattered across various sources, formats, and platforms, making effective analysis and application challenging. The lack of a unified framework for data integration further complicates efforts to leverage AI for informed decision-making, policy formulation, and public service optimisation. This article proposes a structured methodo...

Informatics2025
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