Vandalism detection in crowdsourced knowledge bases / by Stefan Heindorf ; [Reviewers Prof. Dr. Gregor Engels, Paderborn University ; Jun.-Prof. Dr. Martin Potthast, Leipzig University ; Prof. Dr. Hannah Bast, University of Freiburg]. Paderborn, 2019
Inhalt
- Contents
- Introduction
- Crowdsourced Knowledge Bases in Information Systems
- Vandalism in Crowdsourced Knowledge Bases
- A Need for Machine Learning-Based Vandalism Detection
- Challenges of Machine Learning-Based Vandalism Detection
- Overview of Contributions and Publications
- Contributions
- Corpus Construction and Analysis
- Vandalism Detection with High Predictive Performance
- Vandalism Detection with Low Bias
- Discussion
- Conclusions and Outlook
- References