Product Aspect Ranking and Its Applications

@article{Zha2014ProductAR,
  title={Product Aspect Ranking and Its Applications},
  author={Zheng-Jun Zha and Jianxing Yu and Jinhui Tang and Meng Wang and Tat-Seng Chua},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  year={2014},
  volume={26},
  pages={1211-1224}
}
Numerous consumer reviews of products are now available on the Internet. Consumer reviews contain rich and valuable knowledge for both firms and users. However, the reviews are often disorganized, leading to difficulties in information navigation and knowledge acquisition. This article proposes a product aspect ranking framework, which automatically identifies the important aspects of products from online consumer reviews, aiming at improving the usability of the numerous reviews. The important… CONTINUE READING

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