Automatic Identification Of Pro And Con Reason In Online Reviews

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Economia e finanças Tecnologia

Automatic Identification of Pro and Con Reason in Online Reviews Soo-Min and Eduard Hovy COLING ’06 Advisor: Chia-Hui Chang Presenter: Teng-Kai Fan Date: 2008-05-20

Abstract ,[object Object],[object Object],[object Object]

Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Introduction ,[object Object],[object Object]

Introduction cont. ,[object Object],[object Object],[object Object],[object Object]

Introduction cont. ,[object Object],[object Object]

Introduction cont. ,[object Object],[object Object],[object Object]

Pros and Cons in Online Reviews ,[object Object],[object Object],[object Object]

Automatically Labeling Pro and Con Sentences ,[object Object],[object Object]

Automatically Labeling Pro and Con Sentences cont. ,[object Object],[object Object],[object Object],[object Object],[object Object],Pro Con Main Review

Modeling with Maximum Entropy Classification ,[object Object],[object Object],[object Object],[object Object],[object Object]

Modeling with Maximum Entropy Classification cont. ,[object Object],[object Object],[object Object],Identification Classification

Features ,[object Object],[object Object]

DataSet ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Experimental Results ,[object Object],[object Object],[object Object],[object Object]

Experiments on Dataset 1 Identification step

Experiments on Dataset 1 Classification step

Experiment on DataSet 2 ,[object Object],[object Object],[object Object]

Conclusions ,[object Object],[object Object]

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