GEIST Research Group

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pub:research:start [2011/08/31 12:22] wtapub:research:start [2022/07/18 07:28] (current) sbk
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-====== Research Profile ====== +~~NOTOC~~ 
-    +{{page> pub:navigation}}
-===== Overview ===== +
-{{:pub:research:en:agh-logo.png?width=60px |AGH logo}} +
-**[[http://www.agh.edu.pl/en|AGH University of Science and Technology (AGH UST)]]** in Krakow, Poland, founded in 1919, is ranked as one of top Polish universities involved in research and education in information technologies and computer science.  +
-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, postgraduate and continuing education programmes. +
  
-**[[http://www.ia.agh.edu.pl/|Department of Automatics (DoA)]]** is a part of the [[http://www.eaie.agh.edu.pl/|Faculty of Electrical Engineering, Automatics, IT and Electronics]] and is an important centre for education and research.  +====== GEIST Research Profile ======
-The Department faculty and staff consist currently of over 100 people including 10 professors. Since 1995 the  +
-Since 1995 the Department has been involved in number of European Projects (e.g. TEMPUS, COST, ERASMUS, ESPRIT II).  +
-Professors and researchers of the Department served as advisories for number of companies, and regulatory bodies in Poland and abroad.  +
-Faculty members have been active in professional societies, organizing international conferences (e.g. [[http://www.ifip.or.at/|IFIP]] events) and workshops. +
  
-Other distinctive departments include the [[http://www.kt.agh.edu.pl/|Department of Telecommunications (DoT)]] that has been extensively involved in various European projects within ACTS (BBL, BTI, BIDS), IST (LION, MOBY DICK, NOBEL, DAIDALOS), Copernicus (MOCOMTEL, KNIXMAS), and Esprit programmes+{{:pub:home:geist-simple1b.png?width=90px&nolink |GEIST logo}} 
 +**[[https://geist.re|Group for Engineering of Intelligent Systems Technologies (GEIST)]]** 
 +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.
  
-{{:pub:home:geist-simple1b.png?width=90px |GEIST logo}} +<WRAP clear></WRAP>
-**[[http://geist.agh.edu.pl|Group for Engineering of Intelligent Systems Technologies (GEIST)]]** led by Professor  Antoni Ligęza is a part of the [[http://cslab.ia.agh.edu.pl/en:start|Computer Science Lab]] at the DoA.  +
-It is active in the areas of intelligent systems, knowledge and software engineering, Internet technologies and databases.  +
-The group has been involved in number of research project.  +
-Since 2007 the group has been coordinating the [[http://hekate.ia.agh.edu.pl/|HeKatE]] project, developing advanced knowledge representation and reasoning methods for intelligent systems, bridging knowledge and software engineering.  +
-Since 2008/9 it has been involved in the [[http://indect-project.eu |INDECT]] project coordinated by the [[http://www.kt.agh.edu.pl/|DoT]].+
  
 +===== Areas =====
  
-===== Main research areas and activities =====+GEIST is mainly focused on the following //areas of development and applications// of intelligent technologies and systems: 
 +  - **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
  
-=== DesignImplementation and Verification of Rule-Based Systems and Business Rules ===+===== 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>
  
-The GEIST team has deep theoretical and practical experience in Rule-Based SystemsThe [[http://hekate.ia.agh.edu.pl|HeKatE]] project (2007-9delivered conceptual design methods and practical tools.  +<WRAP column half> 
-These tools are being actively used and extended to support the design of Business Rules and Processes.+The expertise of the Group includes: 
 +  * design and implementation, as well as formal verification and analysis of knowledge-based systems, 
 +  * modelling and evaluation of business rules and processes, 
 +  * distributed and collaborative knowledge management with semantic wikis (see [[https://loki.re/|the Loki semantic wiki]]), 
 +  * development of knowledge graphs, including business solutions (e.g., [[https://doi.org/10.1109/ICTAI52525.2021.00192|in goods monitoring]]), 
 +  * gathering and processing of a variety of sensory data, such as accelerometer, temperature, physiological signals (ECG, EDA, EEG)and numerous domain-specific signals (e.g., related to coal mining or steel production), 
 +  * emotion detection and interpretation, 
 +  * design and development of interfaces with the use of mobile applications, speech, augmented reality, controllers, knowledge graphs, and others, 
 +  * designing experimental research in a game-based environment (see [[https://afcai.re/pub:biraffe|the BIRAFFE series of experiments]]). 
 +</WRAP>
  
-Members of the team co-organize the [[http://home.agh.edu.pl/gjn/deris|DERIS]] and [[http://hydrogen.informatik.tu-cottbus.de/wiki/index.php/RuleApps2009|RuleApps]] workshops related to the area.+<WRAP clear></WRAP>
  
 +===== Contacts =====
  
-=== Semantic Knowledge Engineering with Semantic Wikis === +Finally the group is active in the area //international collaboration// for both research and teaching: 
- +  * international consortia under [[https://www.chistera.eu/|CHIST-ERA]] programme: [[https://pacmel.geist.re/|PACMEL]], [[https://xpm.geist.re/|XPM]]. For full list of projects we are (or were) involved with see: [[:pub:projects:start|Projects]] 
-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://isccci.org/iccci-09/|ICCCI]] conference +  * scientific collaboration with Universities of [[http://www.is.informatik.uni-wuerzburg.de/|Wuerzburg]], [[http://www.kde.cs.uni-kassel.de|Kassel]], [[http://www.pr.informatik.uni-siegen.de|Siegen]], [[http://www.dkse.ual.es|Almeria]], [[http://www.diic.um.es|Murcia]], [[https://www.hh.se/english.html|Halmstad]], and [[https://www.upm.es/|Politecnica de Madrid]] 
-Members of the team work with partners from the [[http://www.uni-wuerzburg.de/|University of Wuerzburg]] in Germanythe developers of the [[http://www.is.informatik.uni-wuerzburg.de/en/research/applications/knowwe/|KnowWE]] systemon the implementation of the next generation of semantic wikis. +  * teaching collaboration in the scope of the Erasmus LPP 
- +  * participation of group members in the Organizing Committees of international conferences and workshops, including [[https://praxai.geist.re|PRAXAI]], [[https://sedami.geist.re|SEDAMI]], [[https://afcai.re/pub:workshops|AfCAI]][[https://kese.geist.re|KESE]]and number of Program Committees, [[https://gjn.re/wiki/research#conference_committees|see here for more details]] 
-Members of the team co-organize the [[http://kese.ia.agh.edu.pl/|KESE]] workshop related to the area. +  see also the [[https://www.affcai.eu/doku.php?id=pub:community|AfCAI community]] we created
- +
-=== Other research areas === +
-{{page>pub:research:areas_of_interests&noheader}} +
- +
-===== Recent activity ===== +
-Members of GEIST are involved in numerous eventsincluding: KESE, DERISCMS, RuleApps. +
- +
-[[pub:research:recent_activity|Read more...]] +
- +
-===== Recent projects ===== +
-For a list of recent projects see [[:pub:projects:start|here]].+
  
 +**We are looking for partners, and projects -- [[pub:contact|contact us]]!**
pub/research/start.1314793372.txt.gz · Last modified: 2011/08/31 12:22 by wta

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