Asya Stoyanova-Doycheva

ORCID: 0000-0002-0129-5002
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About
Contact & Profiles
Research Areas
  • Context-Aware Activity Recognition Systems
  • Semantic Web and Ontologies
  • Robotics and Automated Systems
  • Multi-Agent Systems and Negotiation
  • Open Education and E-Learning
  • Data Management and Algorithms
  • Service-Oriented Architecture and Web Services
  • Advanced Computational Techniques and Applications
  • IoT and Edge/Fog Computing
  • Online Learning and Analytics
  • Educational Games and Gamification
  • Mobile Agent-Based Network Management
  • Vehicular Ad Hoc Networks (VANETs)
  • Smart Agriculture and AI
  • E-Learning and Knowledge Management
  • Diverse Aspects of Tourism Research
  • 3D Modeling in Geospatial Applications
  • Mycorrhizal Fungi and Plant Interactions
  • Educational Technology and Assessment
  • Imbalanced Data Classification Techniques
  • 3D Surveying and Cultural Heritage
  • Distributed and Parallel Computing Systems
  • Engineering Education and Technology
  • Energy Efficiency in Computing
  • Data Mining Algorithms and Applications

Plovdiv University
2016-2025

Bulgarian Academy of Sciences
2021-2023

Institute of Information and Communication Technologies
2016-2023

Institute of Mathematics and Informatics
2021

Burgas Free University
2018

Plovdiv faces significant air pollution challenges due to geographic, climatic, and industrial factors, making accurate quality assessment critical. This study presents a hybrid multi-agent platform that integrates symbolic sub-symbolic artificial intelligence improve the reliability of monitoring. The features BDI agent, developed using JaCaMo, for processing real-time sensor measurements ReAct implemented with LangChain, incorporate external data sources perform advanced analytics. By...

10.3390/fi17030112 article EN cc-by Future Internet 2025-03-03

This paper presents a reference architecture known as Virtual Physical Space which can be adapted to build Internet of Things applications in various domains. The close relationship under Cyber-Physical Spaces, and Cyber-Physical-Social Spaces are also discussed. Furthermore, the basic building components proposed presented paper.

10.1109/siela.2018.8447156 article EN 2018 20th International Symposium on Electrical Apparatus and Technologies (SIELA) 2018-06-01

This paper presents test environment that is intended to support e-learning in software engineering education. The part of the Virtual Education Space and consists two operatives named Questioner Operatives. They automatic generation assessment questions by using ontologies. These are implemented as intelligent agents use structured educational content (an ontology Unified Modeling Language domain) generate assess different types questions, according QTI (Questions Test Interoperability...

10.1109/is.2016.7737395 article EN 2016-09-01

Training in STEM centers is becoming increasingly relevant order to meet the new educational needs caused mainly by rapid speed with which technologies have been entering our lives recent years. Existing university e-learning systems can enhance capacity of these providing shared learning material. This paper presents a distributed platform that supports sharable usage teaching material at and secondary schools. The architecture also presented including two basic components. environment...

10.3390/math10050744 article EN cc-by Mathematics 2022-02-26

Abstract This paper presents an environment which generates tests automatically. It is designed for assistance in the software engineering education and part of Virtual Education Space. The has two functionalities – generation assessment different types test questions. In paper, architecture described detail. supported by specialized ontologies, are served intelligent agents known as Questioner Operative Assessment Operative.

10.1515/cait-2017-0025 article EN cc-by-nc-nd Cybernetics and Information Technologies 2017-06-01

This article summarizes the results of a research conducted to create an intelligent platform supporting small farmers growing vegetables. In Bulgaria, many use relatively areas for their production. Considering this situation, is designed regional use, trying make maximum specific climatic features monitored microdistrict. Consequently, special attention paid possibilities adapting environment in which observed plants grow. Thus, implemented as agent-oriented system providing needed...

10.20944/preprints202404.0854.v1 preprint EN 2024-04-12

The Distributed eLearning Center (DeLC) is a portal, providing extensive support in the day-to-day work when it comes to e-learning content – helps students and teachers organize their learning materials, fill gaps knowledge (for students) educational approaches teachers), conduct exams, overall, with proactive personalized environment. scope of DeLC as project involves many extensions, covering aspects learning, teaching, collecting statistical information. Such extension an agent-oriented...

10.20944/preprints202402.1204.v1 preprint EN 2024-02-22

The concept of the Internet Things (IoT) is closely related to concepts Cyber-Physical System (CPS) and Cyber-Physical-Social (CPSS). A key feature these technologies integration virtual physical world. In this paper, an environment for ambient-oriented modeling called AmbiNet presented. implemented as a component reference architecture known Virtual Physical Space (ViPS) that can be adapted CPSS applications in various domains, example smart city, personal touristic guide, or education....

10.47839/ijc.18.3.1525 article EN cc-by International Journal of Computing 2019-09-30

The paper presents the development of an ontology for plant genetic resources in Gene bank Institute Plant Genetic Resources town Sadovo. structure and metadata are exhibited along with each concepts properties order to present knowledge about using capabilities benefits ontologies. was developed on basis taxonomy EURISCO European standard.

10.1109/is48319.2020.9199935 article EN 2020-08-01

Learning is a highly complex process that has many different aspects of goals, flows, content and knowledge management, sharing, enhancement provisioning. In order to serve real education process, Virtual Education Space (VES) specified as an intelligent, context-aware, scenario-oriented IoT ecosystem being implemented in the Faculty Mathematics Informatics at University Plovdiv. This paper presents approach aiming expanding space for lifelong learning. Furthermore, supporting assistants,...

10.1145/3136273.3136287 article EN 2017-09-20

Blockchain is a technology that, integrated into intelligent systems, can solve many of the tasks and challenges in agriculture, such as monitoring tracking supply chain, financial management, establishing critical data, including those received by IoT, others. Launched March 2021, National Research Program "Intelligent Plant Breeding" sets task to develop models for efficient blockchains agriculture Bulgaria. The report presents model development chain based on blockchain technologies,...

10.1109/bdkcse53180.2021.9627309 article EN 2021-10-28

This paper introduces a infrastructure for smart agriculture. The basic components of the are also presented. kernel component is Operative Center consisting personal assistants. purpose this center to be institution operational management whole infrastructure. Furthermore, development assistant as BDI intelligent agent presented in more details. Some implementation issues discussed paper.

10.1109/is48319.2020.9199953 article EN 2020-08-01

Due to its unique geographical location, for thousands of years the region Bulgaria used be a crossroads many nationalities. The enormous Bulgarian cultural and historical heritage is little known outside country modern information communication technologies have not been in their full potential promote advertise it. In this paper, personal tourist guide presented, which able generate routes. routes can virtual or real depending on preferences location user. architecture consists several...

10.47839/ijc.19.1.1691 article EN cc-by International Journal of Computing 2020-03-31

This paper presents the results of research on female students at three different faculties informatics: Novi Sad in Serbia, Plovdiv Bulgaria and Tirana Albania. The idea this is to analyze compare students' attitudes towards studying informatics (Computer Science - CS or Information Communication Technologies -- ICT their expectations for future career. Therefore, we have collected opinions, experiences, attitudes, perspectives, current studies, employment opportunities professional...

10.1145/3351556.3351571 article EN 2019-09-05

Events are a very important aspect of building cyber-physical systems. The article discusses an event model that is integrated into reference architecture for applications. In addition, adaptation the presented use in intelligent agriculture. Two versions interpreter models also discussed.

10.1109/icai52893.2021.9639710 article EN 2021 International Conference Automatics and Informatics (ICAI) 2021-09-30

The article presents an architecture of a knowledge base in the field intelligent plant agriculture. proposed includes three layers – ontology layer to represent common domain, database for dynamic data from various measurements evaluation characteristics and influencing factors, application consisting components connection between two knowledge.

10.1109/icai52893.2021.9639874 article EN 2021 International Conference Automatics and Informatics (ICAI) 2021-09-30
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