pub:research:start
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- | ====== Research Profile ====== | + | ~~NOTOC~~ |
+ | {{page> pub: | ||
- | ===== Overview | + | ====== GEIST Research Profile ====== |
- | **[[http:// | + | |
- | The university consists of 15 Faculties from number of domains, including the Electrical Engineering and Business Management. | + | |
- | It employs about 2000 faculty members serving over 33 000 students within undergraduate, | + | |
- | **[[http://www.ia.agh.edu.pl/ | + | {{: |
- | The Department faculty and staff consist currently | + | **[[https://geist.re|Group for Engineering |
- | Since 1995 the Department has been involved in number | + | was created in 2009 by Grzegorz J. Nalepa |
- | Professors and researchers of the Department served as advisories for number of companies, and regulatory bodies in Poland | + | The research interests |
- | Faculty members have been active in professional societies, organizing international conferences (e.g. [[http:// | + | It is focused on the methods, and tools for developing |
- | Other distinctive departments include the [[http:// | + | <WRAP clear>< |
- | **[[http:// | + | ===== Areas ===== |
- | It is active in the areas of intelligent systems, knowledge and software engineering, | + | |
- | The group has been involved in number of research project. | + | |
- | Since 2007 the group has been coordinating the [[http:// | + | |
- | Since 2008/9 it has been involved in the [[http:// | + | |
+ | 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 | ||
- | ===== Main research areas and activities | + | ===== 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. | ||
+ | </ | ||
- | === Design, Implementation | + | <WRAP column half> |
+ | The expertise of the Group includes: | ||
+ | * design and implementation, as well as formal verification | ||
+ | * modelling | ||
+ | * 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:// | ||
+ | </ | ||
- | The GEIST team has deep theoretical and practical experience in Rule-Based Systems. The [[http:// | + | <WRAP clear>< |
- | These tools are being actively used and extended to support the design of Business Rules and Processes. | + | |
- | Members of the team co-organize the [[http:// | + | ===== Contacts |
- | + | ||
- | + | ||
- | === Semantic Knowledge Engineering with Semantic Wikis === | + | |
- | + | ||
- | The GEIST team has practical experience in building and applying semantic wikis in knowledge engineering. Recently a prototype system called PlWiki has been developed and presented at the [[http:// | + | |
- | Members of the team work with partners from the [[http:// | + | |
- | + | ||
- | Members of the team co-organize the [[http:// | + | |
- | + | ||
- | === Other research areas === | + | |
- | {{page> | + | |
- | + | ||
- | + | ||
- | ===== Recent activity ===== | + | |
- | {{page> | + | |
+ | 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.1264676618.txt.gz · Last modified: 2010/01/28 11:03 by wtf