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- | ====== Research ====== | + | ~~NOTOC~~ |
- | GEIST is active in the areas of intelligent systems, knowledge and software engineering, | + | {{page> pub: |
- | {{nstoc 1}} | + | ====== GEIST Research Profile ====== |
+ | {{: | ||
+ | **[[https:// | ||
+ | was created in 2009 by Grzegorz J. Nalepa and Antoni Ligęza and a group of dynamic young researches. | ||
+ | The research interests of the Group is located in the area of computer science and artificial intelligence. | ||
+ | It is focused on the methods, and tools for developing and applying intelligent technologies and systems. | ||
+ | |||
+ | <WRAP clear></ | ||
+ | |||
+ | ===== Areas ===== | ||
+ | |||
+ | GEIST is mainly focused on the following //areas of development and applications// | ||
+ | - **explainable AI (XAI), machine learning and data mining** including big data analysis in practical applications | ||
+ | - **knowledge engineering** including semantic information processing, knowledge graphs and semantic wikis | ||
+ | - **business intelligence** including business process management | ||
+ | - **ambient intelligence** including context-aware systems and augmented reality | ||
+ | - **affective computing** with focus on personalized emotion processing in intelligent systems | ||
+ | |||
+ | ===== Methods ===== | ||
+ | <WRAP column half> | ||
+ | We use and develop specific //methods and tools// such as for: | ||
+ | * knowledge representation and reasoning (KRR), | ||
+ | * knowledge engineering and management, | ||
+ | * rule-based systems, | ||
+ | * formal verification, | ||
+ | * knowledge graphs, | ||
+ | * semantic annotations and ontologies, | ||
+ | * semantic wikis, | ||
+ | * explainable artificial intelligence (XAI), | ||
+ | * machine learning (ML) techniques, | ||
+ | * context-aware applications, | ||
+ | * edge AI solutions, | ||
+ | * human-computer interaction (HCI), | ||
+ | * augmented reality (AR), | ||
+ | * affective computing (AfC), | ||
+ | * experimental studies, incl. experiments in game environments. | ||
+ | </ | ||
+ | |||
+ | <WRAP column half> | ||
+ | The expertise of the Group includes: | ||
+ | * design and implementation, | ||
+ | * modelling and evaluation of business rules and processes, | ||
+ | * distributed and collaborative knowledge management with semantic wikis (see [[https:// | ||
+ | * development of knowledge graphs, including business solutions (e.g., [[https:// | ||
+ | * gathering and processing of a variety of sensory data, such as accelerometer, | ||
+ | * emotion detection and interpretation, | ||
+ | * design and development of interfaces with the use of mobile applications, | ||
+ | * designing experimental research in a game-based environment (see [[https:// | ||
+ | </ | ||
+ | |||
+ | <WRAP clear></ | ||
+ | |||
+ | ===== Contacts ===== | ||
+ | |||
+ | Finally the group is active in the area // | ||
+ | * international consortia under [[https:// | ||
+ | * scientific collaboration with Universities of [[http:// | ||
+ | * teaching collaboration in the scope of the Erasmus LPP | ||
+ | * participation of group members in the Organizing Committees of international conferences and workshops, including [[https:// | ||
+ | * see also the [[https:// | ||
+ | |||
+ | **We are looking for partners, and projects -- [[pub: |
pub/research/start.1250439566.txt.gz · Last modified: 2009/08/16 16:19 by wtf