Product comparison using comparative relations

  • Authors:

  • Si Li;Zheng-Jun Zha;Zhaoyan Ming;Meng Wang;Tat-Seng Chua;Jun Guo;Weiran Xu

  • Affiliations:

  • Beijing University of Posts and Telecommunications, Beijing, China;National University of Singapore, Singapore, Singapore;National University of Singapore, Singapore, Singapore;National University of Singapore, Singapore, Singapore;National University of Singapore, Singapore, Singapore;Beijing University of Posts and Telecommunications, Beijing, China;Beijing University of Posts and Telecommunications, Beijing, China

  • Venue:
  • Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
  • Year:
  • 2011

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Abstract

This paper proposes a novel Product Comparison approach. The comparative relations between products are first mined from both user reviews on multiple review websites and community-based question answering pairs containing product comparison information. A unified graph model is then developed to integrate the resultant comparative relations for product comparison. Experiments on popular electronic products show that the proposed approach outperforms the state-of-the-art methods.