July 28, 2008 to Aug. 1, 2008
In this investigation, we propose a probabilistic approach for estimating the ages of Blog authors by means of Naive Bayesian Classifier. We can learn context of characteristic words appeared in training data in terms of entropy. The key idea is that we extract feature words specific to authors' ages, and we estimate ages of the BLOG authors. We show the effectiveness of our approach by experimental results.
software as a service
Masataka Izumi, Takao Miura, Isamu Shioya, "Entropy-Based Age Estimation of Blog Authors", COMPSAC, 2008, 2013 IEEE 37th Annual Computer Software and Applications Conference, 2013 IEEE 37th Annual Computer Software and Applications Conference 2008, pp. 795-800, doi:10.1109/COMPSAC.2008.201