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!style="background-color: #ccc;" | Vorlesung
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|[[Wissensmanagement/Semantic Web Technologies I | Semantic Web Technologies I]]  || WS
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|[[Wissensmanagement/Semantic Web Technologies II | Semantic Web Technologies II]]  || SS
 
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|[[Wissensmanagement/Grundlagen der Informatik I | Grundlagen der Informatik I]]  || SS
 
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|[[Wissensmanagement/Service Oriented Computing 2 | Service Oriented Computing 2]]  || SS
 
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Version vom 13. Januar 2010, 11:38 Uhr

= Web Science=

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Office:
 
Description

The research group "Web Science," headed by Dr. Färber, deals with data science and web science. The focus is on the development and application of artificial intelligence (AI) methods. This includes the semantic representation of knowledge through knowledge graphs, machine learning (e.g. for search and recommendation systems), and the processing of natural language.


The methods are primarily developed and used to support digitization in companies through intelligent systems. One example of this is the quick and easy integration of sensor data streams in Industry 4.0 applications. But also the support of scientists, the implementation of the FAIR principles and the further development of science communication in general are the focus. Examples of this are recommendation systems for scientific publications, data sets and methods, as well as methods for scientific impact quantification. Methods for assisting mediators in peacemaking are also increasingly being considered.


The methods are tested in practice together with industrial partners in research projects. The research group works closely with the Information Process Engineering research division of the FZI Research Center for Computer Science (FZI). Furthermore, the research group has numerous connections to national and international research institutions and companies.



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Teaching
TypeTitleTerm
PraktikumData Science & Real-Time Big Data AnalyticsSS
SeminarCollective Intelligence: CrowdsourcingSS
SeminarCollective Intelligence: CrowdsourcingSS
SeminarGeneral Game PlayingSS
SeminarKnowledge Discovery and Data ScienceSS
VorlesungGrundlagen der Informatik ISS
VorlesungSemantic Web TechnologiesSS
PraktikumLinked Data and the Semantic WebWS
PraktikumSmart Services and the IoTWS
SeminarAI for Decision Making and Game Playing Computers (S/P)WS
SeminarAmbient Assisted Living: Intelligente Umgebungen und Mobile Informationssysteme für ein selbständiges Leben im AlterWS
SeminarApplications of Semantic MediaWikiWS
SeminarApplications of Semantic MediaWikiWS
SeminarApplications of Semantic MediaWikiWS
SeminarApplications of Semantic MediaWikiWS
SeminarCollective Intelligence: CrowdsourcingWS
SeminarDeveloping Business Models for the Semantic WebWS
SeminarThe role of ontologies in Linked DataWS
Seminargraph based knowledge representationWS
SeminarReal-World Challenges in Data Science und AnalyticsWS
SeminarSmart Services and the IoTWS
VorlesungAngewandte Informatik I: ModellierungWS
VorlesungApplications of AIWS
VorlesungKnowledge DiscoveryWS
VorlesungKnowledge ManagementWS
SeminarKnowledge ManagementWS & SS



Active Projects
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AI in Peacemaking
External Link: https://mediatingmachines.com/

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DKG
External Link: https://www.cost.eu/actions/CA19134/

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DataScore
External Link: https://datascore.int.kit.edu/

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digilog@bw
External Link: https://digilog-bw.de

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IIDI

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KIGLIS

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ProData
External Link: http://www.pro-data.org

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SMW
External Link: http://semantic-mediawiki.org

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STI2
External Link: http://www.sti2.org

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Software Campus
External Link: http://www.softwarecampus.de

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TraPS