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Prototype System for Visualizing Review Text Using Evaluative Expression Dictionaries

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Book cover Web Technologies and Applications (APWeb 2014)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8709))

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Abstract

We propose a system that can score online reputation text for a given attribute, e.g., design and portability, in a certain category, e.g., mp3 players and laptops. Additionally, we visualize scored results as an interactive system. The scoring system has evaluative expression dictionaries created in advance using reviews. They comprise evaluative values that determine the attribute-wise polarity of evaluative expressions: good or bad. Our system analyzes online reputation using the evaluative expression dictionaries, and then outputs the scores of the reputation. The system helps users to ascertain a reputation easier than merely by reading through textual information.

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References

  1. Dave, K., Lawrence, S., Pennock, D.M.: Mining the Peanut Gallery: Opinion Extraction and Semantic Classification of Product Reviews. In: Proc. of the 12th International Conference on World Wide Web, pp. 519–528 (2003)

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  2. Liu, B., Hu, M., Cheng, J.: Opinion Observer: Analyzing and Comparing Opinions on the Web. In: Proc. of the 14th International Conference on World Wide Web, pp. 342–351 (2005)

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  3. Tanimoto, Y., Ohta, M.: A Proposal of Visualizing Reputation Using Evaluative Expression Dictionaries. In: Proc. of the Fourth International Conference on Ubiquitous Information Management and Communication, pp. 339–346 (2010)

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  4. CaboCha, http://chasen.org/taku/software/cabocha/

  5. Kakaku.com, http://kakaku.com/

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Author information

Authors and Affiliations

  1. Graduate School of Natural Science and Technology, Okayama University, 3-1-1 Tsushima-naka, Kita-ku, Okayama, 700-8530, Japan

    Yuki Tanimoto, Hirotaka Niitsuma & Manabu Ohta

Authors
  1. Yuki Tanimoto
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  2. Hirotaka Niitsuma
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  3. Manabu Ohta
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Editor information

Editors and Affiliations

  1. Beijing Institute of Spacecraft System Engineering, Beijing, China

    Lei Chen

  2. School of Computer Science, National University of Defense Technology, 410073, Changsha, Hunan, China

    Yan Jia

  3. RMIT University, Melbourne, Australia

    Timos Sellis

  4. School of Computer Science and Technology, Soochow University, 215006, Suzhou, China

    Guanfeng Liu

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© 2014 Springer International Publishing Switzerland

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Cite this paper

Tanimoto, Y., Niitsuma, H., Ohta, M. (2014). Prototype System for Visualizing Review Text Using Evaluative Expression Dictionaries. In: Chen, L., Jia, Y., Sellis, T., Liu, G. (eds) Web Technologies and Applications. APWeb 2014. Lecture Notes in Computer Science, vol 8709. Springer, Cham. https://doi.org/10.1007/978-3-319-11116-2_65

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  • DOI: https://doi.org/10.1007/978-3-319-11116-2_65

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11115-5

  • Online ISBN: 978-3-319-11116-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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