Identifying Artificial Actors in E-Dating: A Probabilistic Segmentation Based on Interactional Pattern Analysis
Author: | Schmitz, A., Yanenko, O. & Hebing, M. |
Published in: | , (pp. 319-327). Heidelberg: Springer. |
Year: | 2012 |
Type: | Book contributions and chapters |
We propose different behaviour and interaction related indicators of artificial actors (bots) and show how they can be separated from natural users in a virtual dating market. A finite mixture classification model is applied on the different behavioural and interactional information to classify users into bot vs. non-bot- categories. Finally the validity of the classification model and the impact of bots on sociodemographic distributions and scientific analysis is discussed.
Visit publication |