Entropy-Based Age Estimation of Blog Authors

July 28-August 01

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http://doi.ieeecomputersociety.org/10.1109/COMPSAC.2008.201

2008 32nd Annual IEEE International C ...

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	Masataka Izumi, Takao Miura, Isamu Shioya, "Entropy-Based Age Estimation of Blog Authors," Computer Software and Applications Conference, Annual International, pp. 795-800, 2008 32nd Annual IEEE International Computer Software and Applications Conference, 2008.

	BibTex	x
	@article{ 10.1109/COMPSAC.2008.201, author = {Masataka Izumi and Takao Miura and Isamu Shioya}, title = {Entropy-Based Age Estimation of Blog Authors}, journal ={Computer Software and Applications Conference, Annual International}, volume = {0}, year = {2008}, issn = {0730-3157}, pages = {795-800}, doi = {http://doi.ieeecomputersociety.org/10.1109/COMPSAC.2008.201}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer Software and Applications Conference, Annual International TI - Entropy-Based Age Estimation of Blog Authors SN - 0730-3157 SP795 EP800 A1 - Masataka Izumi, A1 - Takao Miura, A1 - Isamu Shioya, PY - 2008 KW - software as a service VL - 0 JA - Computer Software and Applications Conference, Annual International ER -

Masataka Izumi

Takao Miura

Isamu Shioya

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.

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software as a service

Citation:

Masataka Izumi, Takao Miura, Isamu Shioya, "Entropy-Based Age Estimation of Blog Authors," compsac, pp.795-800, 2008 32nd Annual IEEE International Computer Software and Applications Conference, 2008

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