CRC 901 - Parameterized Service Specifications (Subproject B1)
Overview
Users search the On-The-Fly-Market for services that satisfy their specifications. For these specifications we develop a user-friendly approach to forumalte one's requirements. On the one hand, natural-language specifications provided by the end users are processed. On the other hand, domain experts model their requirements in the form of examples, which are then synthesized into a comprehensive specification. This synthesis task is translated into an optimization problem that we solve with evolutionary algorithms.
Key Facts
- Project duration:
- 07/2011 - 06/2023
- Funded by:
- DFG
More Information
Publications
Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining
J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining, Universität der Bundeswehr München , Neubiberg, 2023.
Dialogue-based Requirement Compensation and Style-adjusted Data-to-text Generation
F.S. Bäumer, W.-F. Chen, M. Geierhos, J. Kersting, H. Wachsmuth, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 65–84.
Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews
J. Kersting, M. Geierhos, in: A. Cuzzocrea, O. Gusikhin, S. Hammoudi, C. Quix (Eds.), Data Management Technologies and Applications, Springer Nature Switzerland, Cham, 2023, pp. 45–65.
Towards comparable ratings: Exploring bias in German physician reviews
J. Kersting, F. Maoro, M. Geierhos, Data & Knowledge Engineering 148 (2023).
On-The-Fly Computing -- Individualized IT-services in dynamic markets
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C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim, On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023.