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Research Article | Open Access |

Impact of Anaphora Resolution on Opinion Target Identification

Author 1: BiBi Saqia Author 2: Khairullah Khan Author 3: Aurangzeb Khan Author 4: Wahab Khan Author 5: Fazali Subhan Author 6: Muhammad Abid
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 9, No. 6 · Published 2018 · Cited by 5

DOI: https://doi.org/10.14569/IJACSA.2018.090633

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Abstract

Opinion mining is an interesting area of research because of its wide applications in the decision-making process. Opinion mining aims to extract user’s perception from the text and to create a fast and accurate summary of people’s opinion about anything. In this study, we have worked on opinion target identification and the impact of anaphora resolution on opinion target extraction. Anaphora resolution can be utilized to detect opinion target in sentences having prepositions instead of nouns. We empirically evaluated the impact of anaphora resolution using benchmark datasets. We have achieved accuracy such as precision: 88.14 recall: 71.45 and f-score: 72.12, respectively.

Keywords

Opinion mining machine learning evaluative expression anaphora resolution opinion targets

How to Cite this Article

Saqia, B., Khan, K., Khan, A., Khan, W., Subhan, F., & Abid, M. (2018). Impact of Anaphora Resolution on Opinion Target Identification. International Journal of Advanced Computer Science and Applications, 9(6). https://doi.org/10.14569/IJACSA.2018.090633

Saqia, BiBi, et al.. "Impact of Anaphora Resolution on Opinion Target Identification." International Journal of Advanced Computer Science and Applications, vol. 9, no. 6, 2018, https://doi.org/10.14569/IJACSA.2018.090633.

@article{Saqia2018,
  title     = {Impact of Anaphora Resolution on Opinion Target Identification},
  journal   = {International Journal of Advanced Computer Science and Applications},
  volume    = {9},
  number    = {6},
  year      = {2018},
  publisher = {The Science and Information Organization},
  author    = {BiBi Saqia and Khairullah Khan and Aurangzeb Khan and Wahab Khan and Fazali Subhan and Muhammad Abid},
  doi       = {10.14569/IJACSA.2018.090633},
  url       = {https://doi.org/10.14569/IJACSA.2018.090633}
}

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