Web Science/en
 |
Office: |
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.
Our Partner Institutes |
Student Program |
Spin Off |
OWL Annotations |
- 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
- Automatische und Semi-automatische Verfahren zur Unterstützung von Ontologieänderungen
- Uta Lösch
- Veli Bicer
- Search Relevance based on the Semantic Web
- 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
- 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
 |
 |
DKG |
|
|
 |
digilog@bw |
|
|
FOR5339 |
 |
|
|
 |
KIGLIS |
|
|
 |
 |
 |
SMW |
 |
STI2 |
|
|
SeReCo |
 |
Software Campus |
|
|
 |