pub:research:start
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| ====== GEIST Research Profile ====== | ====== GEIST Research Profile ====== | ||
| - | + | {{: | |
| - | {{: | + | **[[https:// |
| - | **[[http:// | + | |
| was created in 2009 by Grzegorz J. Nalepa and Antoni Ligęza and a group of dynamic young researches. | 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. | 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. | It is focused on the methods, and tools for developing and applying intelligent technologies and systems. | ||
| - | \\ | + | |
| - | \\ | + | <WRAP clear></ |
| ===== Areas ===== | ===== Areas ===== | ||
| GEIST is mainly focused on the following //areas of development and applications// | GEIST is mainly focused on the following //areas of development and applications// | ||
| - | - **machine learning and data mining** including big data analysis | + | - **explainable AI (XAI), |
| - | - **knowledge engineering** including semantic information processing and explainability | + | - **knowledge engineering** including semantic information processing, knowledge graphs |
| - **business intelligence** including business process management | - **business intelligence** including business process management | ||
| - | - **ambient intelligence** including context-aware systems | + | - **ambient intelligence** including context-aware systems |
| - | - **affective computing** with focus on emotion | + | - **affective computing** with focus on personalized |
| ===== Methods ===== | ===== Methods ===== | ||
| - | < | + | < |
| - | We use and develop specific //methods and tools// such for: | + | We use and develop specific //methods and tools// such as for: |
| - | * knowledge representation and reasoning | + | * knowledge representation and reasoning |
| - | * knowledge engineering and management | + | * knowledge engineering and management, |
| - | * rule-based systems | + | * rule-based systems, |
| - | * explainable artificial intelligence (XAI) | + | * formal verification, |
| - | * business processes | + | * knowledge graphs, |
| - | * formal verification | + | * semantic annotations and ontologies, |
| - | * semantic annotations and ontologies | + | * semantic wikis, |
| - | * visual design of knowledge bases | + | * explainable artificial intelligence (XAI), |
| - | * semantic wikis for knowledge engineering | + | * machine learning |
| - | * machine learning techniques | + | * context-aware applications, |
| - | * context-aware applications | + | * edge AI solutions, |
| - | * software engineering | + | * human-computer interaction (HCI), |
| + | * augmented reality (AR), | ||
| + | * affective computing (AfC), | ||
| + | * experimental studies, incl. experiments in game environments. | ||
| </ | </ | ||
| - | < | + | < |
| The expertise of the Group includes: | The expertise of the Group includes: | ||
| - | * design and implementation, | + | * design and implementation, |
| - | * modelling and evaluation of business rules and processes, | + | * modelling and evaluation of business rules and processes, |
| - | * distributed and collaborative knowledge management with semantic wikis, see the Loki semantic wiki system | + | * distributed and collaborative knowledge management with semantic wikis (see [[https:// |
| - | * Semantic Knowledge Engineering methodology, including | + | * development of knowledge graphs, including |
| - | * emotion detection and interpretation | + | * 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 ===== | ===== Contacts ===== | ||
| Finally the group is active in the area // | Finally the group is active in the area // | ||
| - | * scientific collaboration with Universities of [[http:// | + | |
| - | https:// | + | |
| * teaching collaboration in the scope of the Erasmus LPP | * teaching collaboration in the scope of the Erasmus LPP | ||
| - | * participation of group members in the Organizing Committees international conferences and workshops, including [[http://kese.ia.agh.edu.pl|KESE]], [[http://hydrogen.informatik.tu-cottbus.de/wiki/index.php/RuleApps2009|RuleApps]], and number of Program Committees | + | * participation of group members in the Organizing Committees |
| - | * see also for the [[https:// | + | * see also the [[https:// |
| - | + | ||
| - | We are looking for partners, and projects -- [[pub: | + | |
| - | {{like> | + | **We are looking for partners, and projects -- [[pub: |
pub/research/start.1657524408.txt.gz · Last modified: 2022/07/11 07:26 by sbk