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Modelling Experts Behaviour in Q&A Communities to Predict Worthy Discussions

Procaci, Thiago B; Siqueira, S; Nunes, Bernardo Pereira; Nurmikko-Fuller, Terhi

Description

This paper investigates expert behaviour in Q&A communities in order to understand their influence in online discussions. Our evaluation shows that experts are more likely to provide help than non-experts, and when they participate in a discussion, the quality and length of the discussions tend to increase. In addition, we propose the usage of two models (Artificial Neural Network and Stochastic Gradient Boosting) to predict worthy discussions in the community. The results show that some...[Show more]

CollectionsANU Research Publications
Date published: 2017
Type: Conference paper
URI: http://hdl.handle.net/1885/216428
Source: Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017
DOI: 10.1109/ICALT.2017.56

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