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Version vom 13. November 2009, 14:57 Uhr

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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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Conferences and Workshops
Analysis of Current SRM Practices: A Solutions Proposal
Lectures on Quality Assurance during Model Creation
Large-Scale Pattern-Based Information Extraction from the World Wide Web
Adaptive and Reactive Rich Internet Applications
Tractable Rules for Description Logics
Final presentation "Linked Open Data Applications"
Theorie und Anwendung von Topic-Specific Trust Open Rating Systems
Bedarfsgetriebener Wissensaustausch in verteilten Teams
"We are the Web: The future of the social machine" - Talk by Prof. Hendler
Semantic Web Search – A Process-Oriented Perspective on Data Retrieval on the Semantic Web
Interfaces for Personal Semantic Knowledge Management
Karlsruhe Service Summer 2010
Coalition-Flow Networks: Generalised Network Flows for Coalition Games
Using Data Mining to Facilitate User Contributions in the Social Semantic Web
Statistisches Maschinelles Lernen in Semantischen Graphen
Recurrent neural networks - Information Processing and self-organization at the Edge of Chaos
Adaptive Future Internet Applications
Small is Again Beautiful in Description Logics
Exploiting Social Semantics for Multilingual Information Retrieval
Sprachübergreifender Wissenstransfer
Mit Ontologien und Folksonomien Communities von Wissensarbeitern Unterstützen
Ontologie-basierte Monosemierung
Event Processing and Stream Reasoning with ETALIS
Kollaborative Erstellung von (teil-)strukturierten Prozessbeschreibungen aus unstrukturiertem, informellem Prozesswissen
Where event processing is going in 2020, and how it will make the world proactive?
Ontologie-Alignment durch Biologisch-inspirierte Optimierungsverfahren
Uta Lösch
Automatische und Semi-automatische Verfahren zur Unterstützung von Ontologieänderungen
Search Relevance based on the Semantic Web
Veli Bicer
A Tensor-Based Distributional Model of Semantics
28th AIK symposium "40 years Institute AIFB"
Status und Methodik in der Entwicklung zuverlässiger Software
Semantische Technologien für die Verarbeitung vernetzter Informationen mit Nutzungsbeschränkungen
Effiziente und Effektive Verwaltung von Ereignismustern
Design Principles of Advanced Task Elicitation Systems
Invited talk about Linked Open Data and Wikidata as part of the lecture Knowlege Management (Rudi Studer)
Julia Hoxha
Effiziente Verarbeitung von unstrukturierten, strukturierten und hybriden Anfragen
Ranking for Heterogeneous Web Data Search
A Semantic Wiki-based Integration Platform for IT Service Management
Effiziente klassifikationsbasierte Suche nach semantisch beschriebenen Diensten
Discovery Informatics: Intelligent Systems to Accelerate Data Analysis in Science and Beyond
Epistemic Reasoning in OWL 2 DL
Cross-domain Recommendations based on semantically-enhanced User Web Behavior
Instance Matching for Heterogeneous Structured Data
Rank-aware, approximate query processing on the Semantic Web
Roland Stühmer
The Web: Wisdom of Crowds or Wisdom of a Few?
Efficient Context-aware Real-time Processing of Personal Data Streams… weitere Ergebnisse


M.Sc. Christoph Braun
Lucas Cazzonelli
M.Sc. Boulos El-Asmar
Dr. Michael Färber
M. Sc. Felix Hertlein
M.Sc. Jacqueline Höllig
Nicoletta Joanni
Cedric Kulbach
Dr.-Ing. Tobias Käfer
Walter Laurito
Jin Liu
M.Sc. Kristian Noullet
M.Sc. Nicholas Popovic
M.Sc. Zhan Qu
M.Sc. Tarek Saier
M.Sc. Chen Shao
Prof. Dr. Rudi Studer
Prof. Dr. York Sure-Vetter
Dr.-Ing. Steffen Thoma
M.Sc. Shuzhou Yuan
M.Sc. Philipp Zehnder

Active Projects


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