A5014426410- Semantic Web and Ontologies
- Biomedical Text Mining and Ontologies
- Scientific Computing and Data Management
- Natural Language Processing Techniques
- Topic Modeling
- Advanced Database Systems and Queries
- Data Visualization and Analytics
- Service-Oriented Architecture and Web Services
- Data Quality and Management
- IoT and Edge/Fog Computing
- Advanced Text Analysis Techniques
- Advanced Computational Techniques and Applications
- Data Management and Algorithms
- Web Data Mining and Analysis
- Context-Aware Activity Recognition Systems
- Multimodal Machine Learning Applications
- Scientific Research and Philosophical Inquiry
- Environmental Monitoring and Data Management
- Big Data and Business Intelligence
- Online Learning and Analytics
- Economic and Technological Systems Analysis
- Research Data Management Practices
- Music and Audio Processing
- Optics and Image Analysis
- Information Systems and Technology Applications
ITMO University
2014-2023
Institute of Informatics Problems
2018
Siberian Branch of the Russian Academy of Sciences
2018
Moscow City University
2018
Saint Petersburg State University of Architecture and Civil Engineering
2018
Institute of Automation and Control Processes
2018
Far Eastern Branch of the Russian Academy of Sciences
2018
Moscow Power Engineering Institute
2012
Healthcare and tourism are among the fastest growing business domains in world. These biggest service industries that affect whole world population give jobs to millions of people. Recently we witness major changes both industries, as more services transferred small providers, including individual entrepreneurs SMEs. This process is driven by huge growth demand, which cannot be fulfilled applying traditional solutions. The new generation digital reshapes landscape industries. Some players...
Knowledge graphs have gained increasing popularity in the last decade science and technology. However, knowledge are currently relatively simple to moderate semantic structures that mainly a collection of factual statements. Question answering (QA) benchmarks systems were so far geared towards encyclopedic such as DBpedia Wikidata. We present SciQA scientific QA benchmark for scholarly knowledge. The leverages Open Research Graph (ORKG) which includes almost 170,000 resources describing...
Location based and geo-context aware services form the new fast growing domain of commercially successful ICT solutions. These play key role in IoT scenarios development smart spaces proactive One most attractive application areas is e-Tourism. More people can afford travelling over last few decades we see continues growth tourist activity. At same time huge increase demand both quantity quality services. Many experts foresee that this cannot any longer be fulfilled by applying traditional...
Keyword extraction problem is one of the most significant tasks in information retrieval. High-quality keyword sufficiently influences progress following subtasks retrieval: classification and clustering, data mining, knowledge representation, etc. The research environment has specified a layout for keyphrase extraction. However, some possible decisions remain uninvolved paradigm. In paper authors observe scope interdisciplinary methods applicable to automatic stop list feeding. chosen...
Subject of Study. The subject study this work is closely related to the development tools and technologies for Internet publishing open data in machine-readable formats with regard universities, educational research organizations scientific laboratories. We analyze trends most commonly used including not only popular such as pdf, csv, excel, but also Semantic Web RDF. paper describes way publication semantic on example import convertation information from University database. Methods....
The article explores the issues of e-learning individualization (EE) as a set processes for creating, developing, using and utilizing digital content EE data, describes ontological models methods individualizing education. technological stack building implementing individual learning paths is considered, well examples existing systems that fully or partially use specified technology stack. To efficiently process educational materials data generated by management systems, three-level...
Middleware in Internet of Things ecosystem plays an important role. Its role is to hide the complexity connected devices and provide services domain-oriented applications that ease development support these applications. should be able work with using different protocols, data models terms. In this paper we describe a middleware, called SemIoT Platform, which employs Semantic Web technologies, existing ontologies architectural style REST met requirements IoT middleware. At end evaluate its...
This paper discusses the Russian projects publishing open government data. The article also describes development of linked data portal and its approach to convert in Information Workbench is used build this system. It allows storing, visualizing converting files Semantic Web formats.
Lack of commonly accepted standards for the connected devices' APIs caused situation when each manufacturer or Smart Home enthusiast creates its own mobile application to control their devices. The authors propose a lightweight framework design self-descriptive API on top CoAP protocol using Hydra Core, Schema.org and Semantic Sensor Network vocabularies which allow create with an adaptive user interface interact any type device. In this paper enumerate requirements, describe framework,...
The paper concerns estimation of students' knowledge based on their learning results in the ECOLE system. is online eLearning system which functionality several ontologies. This allows to interlink terms from different courses and domains calculates educational rates: term rate, total domain rate significance rate. All these rates are used give student recommendations about activities he has undertake pass a course successfully.