A Conditional Random Field (CRF) Based Machine Learning Framework for Product Review Mining

The task of opinion mining from product reviews has been achieved by employing rule-based approaches or generative learning models such as hidden Markov models (HMMs). This paper introduced a discriminative model using linear-chain Conditional Random Fields (CRFs) that can naturally incorporate arbi...

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Bibliographic Details
Main Author: Ming, Yue
Format: Others
Published: North Dakota State University 2019
Subjects:
Online Access:https://hdl.handle.net/10365/29406