Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  describes our participation at PAN 2014 author profiling task. Our idea was to define, develop and evaluate a simple machine learning classifier able to guess the gender and the age of a given user based on his/her texts, which could become part of the solution portfolio of the company.  re interested in finding not the best possible classifier that achieves the highest accuracy, but to find the optimum balance beten performance and throughput using the most simple strategy and less dependent of external systems. Results show that our software using Naive Bayes Multinomial with a term vector model representation of the text is ranked quite ll among the rest of participants in terms of accuracy.
['Julio Villena-Román', 'José Carlos González-Cristóbal']
I am writing a research paper on a idea DAEDALUS at PAN 2014: Guessing Tweet Author's Gender and Age
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