GEIST Research Group

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pub:research:start [2018/10/14 20:50] – [Contacts] gjnpub:research:start [2022/07/18 07:28] (current) sbk
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 ====== GEIST Research Profile ====== ====== GEIST Research Profile ======
  
-{{ :pub:research:en:agh-logo.png?width=50px|AGH logo}} +{{:pub:home:geist-simple1b.png?width=90px&nolink |GEIST logo}} 
-**[[http://www.agh.edu.pl/en|AGH University of Science and Technology (AGH UST)]]** +**[[https://geist.re|Group for Engineering of Intelligent Systems Technologies (GEIST)]]**
-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 16 Faculties from number of domains, including the Electrical Engineering and Business Management. It employs about 2000 faculty members serving over 30 000 students within undergraduate, postgraduate and continuing education programmes. +
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-{{:pub:home:geist-simple1b.png?width=90px |GEIST logo}} +
-**[[http://geist.agh.edu.pl|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. 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.
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-\\+<WRAP clear></WRAP>
  
 ===== Areas ===== ===== Areas =====
  
 GEIST is mainly focused on the following //areas of development and applications// of intelligent technologies and systems: GEIST is mainly focused on the following //areas of development and applications// of intelligent technologies and systems:
-  - **knowledge engineering** including semantic information processing and explainability+  - **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   - **business intelligence** including business process management
-  - **ambient intelligence** including context-aware systems +  - **ambient intelligence** including context-aware systems and augmented reality 
-  - **affective computing** with focus on emotion detection and interpretation in mobile systems+  - **affective computing** with focus on personalized emotion processing in intelligent systems
  
 ===== Methods ===== ===== Methods =====
-<WRAP left 40%+<WRAP column half
-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 (KRR), 
-  * knowledge engineering and management +  * knowledge engineering and management, 
-  * rule-based systems +  * rule-based systems, 
-  * business processes +  * formal verification, 
-  * formal verification +  * knowledge graphs, 
-  * semantic annotations and ontologies +  * semantic annotations and ontologies, 
-  * visual design of knowledge bases +  * semantic wikis, 
-  * semantic wikis for knowledge engineering +  * explainable artificial intelligence (XAI), 
-  * machine learning techniques +  * machine learning (ML) techniques, 
-  * context-aware applications +  * context-aware applications, 
-  * software engineering+  * edge AI solutions, 
 +  * human-computer interaction (HCI), 
 +  * augmented reality (AR), 
 +  * affective computing (AfC), 
 +  * experimental studies, incl. experiments in game environments.
 </WRAP> </WRAP>
  
-<WRAP right 40%>+<WRAP column half>
 The expertise of the Group includes: The expertise of the Group includes:
-  * design and implementation, as well as formal verification and analysis of knowledge-based systems, mainly rule-based+  * design and implementation, as well as formal verification and analysis of knowledge-based systems, 
-  * modelling and evaluation of business rules and processes, see the Bimloq project +  * modelling and evaluation of business rules and processes, 
-  * distributed and collaborative knowledge management with semantic wikissee the Loki semantic wiki system +  * distributed and collaborative knowledge management with semantic wikis (see [[https://loki.re/|the Loki semantic wiki]]), 
-  * Semantic Knowledge Engineering methodology, including the eXtended Tabular Trees rule modeling formalism +  * development of knowledge graphs, including business solutions (e.g., [[https://doi.org/10.1109/ICTAI52525.2021.00192|in goods monitoring]]), 
-  * emotion detection and interpretation+  * 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> </WRAP>
  
-===== Projects =====+<WRAP clear></WRAP>
  
-GEIST has practical experience in multiple //[[pub:projects:start|research and development projects]]//. 
-Largest project include: 
-  * **[[pub:projects:prosecco:start|Prosecco]]** which is a 32 months long NCBR PBS project started in 2012-12. The goal of the project is to address the needs and constraints of small and medium enterprises (SME) by designing methods that will significantly improve their Business Process Management systems. 
-  * **[[pub:projects:bimloq:start|BIMLOQ]]**, which was 32 month long NCN project on //business models and processes optimization for quality//. 
-  * **[[pub:projects:indect:start|INDECT]]**, which is a large EU collaboration project coordinated by [[http://www.kt.agh.edu.pl/|Department of Telecommunications of AGH]]. The aim of the project is the development of an intelligent information system supporting observation, searching and detection for security of citizens in urban environment. 
-  * **[[pub:projects:parnas:start|Parnas:]]**, which was a 18 month long NCN project on //tools for inference control and quality analysis in modularized rulebases//. 
-  * **[[pub:projects:hekate:start|HeKatE]]**, which was a 30 month long NCN project on //hybrid knowledge engineering methodology for knowledge-based systems//. 
-The complete list of projects can be //[[pub:projects:start|found here]]//. 
 ===== Contacts ===== ===== Contacts =====
  
 Finally the group is active in the area //international collaboration// for both research and teaching: Finally the group is active in the area //international collaboration// for both research and teaching:
-  * 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]], and [[http://www.dkse.ual.es|Almeria]], [[http://www.diic.um.es|Murcia]]+  * 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]] 
 +  * 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]]
   * 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 see [[http://home.agh.edu.pl/~gjn/wiki/en:research#conference_committees|here for more details]]. +  * 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]] 
-  * see also for the [[https://www.affcai.eu/doku.php?id=pub:community|AfCAI community]] we created +  * see also the [[https://www.affcai.eu/doku.php?id=pub:community|AfCAI community]] we created
- +
-We are looking for partners, and projects -- [[pub:contact|contact us]]!+
  
-{{like>}}+**We are looking for partners, and projects -- [[pub:contact|contact us]]!**
pub/research/start.1539550238.txt.gz · Last modified: 2018/10/14 20:50 by gjn

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