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Andreas S. Rath
Researcher at Graz University of Technology
Publications - 20
Citations - 204
Andreas S. Rath is an academic researcher from Graz University of Technology. The author has contributed to research in topics: Ontology (information science) & Task (project management). The author has an hindex of 8, co-authored 20 publications receiving 202 citations.
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Proceedings ArticleDOI
UICO: an ontology-based user interaction context model for automatic task detection on the computer desktop
TL;DR: An ontology-based user interaction context model (UICO) is proposed that enhances the performance of task detection on the user's computer desktop by utilizing rule-based, information extraction and machine learning approaches.
Context-Aware Knowledge Services
Andreas S. Rath,Know-Center Graz,Nicolas Weber,Mark Kröll,Michael Granitzer,Olivia Dietzel,Stefanie Lindstaedt +6 more
TL;DR: The DYONIPOS application is presented which strives to automatically identify a user’s work task and then contextualizes different types of knowledge services accordingly, which provide information both from the user's personal as well as from the organizational environment.
Proceedings ArticleDOI
Analysis of machine learning techniques for context extraction
Michael Granitzer,Mark Kröll,Christin Seifert,Andreas S. Rath,Nicolas Weber,O. Dietzel,Stefanie Lindstaedt +6 more
TL;DR: This paper provides a methodology for recording user interactions and an analysis of supervised classification models, feature types and feature selection for automatically detecting the current task and context of a user.
Book ChapterDOI
Synergizing standard and ad-hoc processes
Andreas S. Rath,Mark Kröll,Keith Andrews,Stefanie Lindstaedt,Michael Granitzer,Klaus Tochtermann +5 more
TL;DR: The research project DYONIPOS aims to mitigate this contradiction by supporting the process engineer with insights into the process executer's working behavior, which constitute the basis for balanced process modeling.