Infrared and Laser Engineering, Volume. 50, Issue S2, 20210298(2021)

Monitoring method of public opinion in minor languages using deep learning

Qianli Song1,2 and Hua Lai1,2
Author Affiliations
  • 1Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Yunnan 650500, China
  • 2Yunnan Key Laboratory of Artificial Intelligence, Kunming University of Science and Technology, Yunnan 650500, China
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    References(12)

    [1] [1] Pang Bo, Lee Lillian, Vaithyanatha Shivakumar, et al. Thumbs up Sentiment classification using machine learning techniques[C]Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP2002), 2002: 7986.

    [2] Liu P Y, Xun J, Fei S D, et al. Subjective sentence recognition based on Hidden Markov Model[J]. Journal of Chinese Information Processing, 30, 206-212(2016).

    [3] Zhao H J, Liu H L, Ren J W, et al. News-oriented emotional key sentence extraction and polarity determination[J]. Journal of Shanxi University (Natural Science Edition), 37, 588-594(2014).

    [4] Wang J, Tang S, Hang Y X, et al. Chinese-Vietnamese bilingual multi-document news opinion sentence recognition based on sentence association graph[J]. Journal of Computer Applications, 40, 2845-2849(2020).

    [5] Zhang M M. Cross-language sentiment classification based on shared space[J]. Information Technology and Informatization, 202-207(2020).

    [6] [6] Liu S L, Research on extraction analysis methods of Chinese Vietnamese bilingual news opinion sentences [D]. Kunming: Kunming University of Science Technology, 2017. (in Chinese)

    [7] Lin S Q, Yu Z T, Guo J J, et al. Chinese-Vietnamese news perspective sentence extraction methods incorporating multiple features[J]. Journal of Chinese Information Processing, 33, 101-106(2019).

    [8] Wang Q, Tian M J, Cui R Y, et al. Bilingual topic word embedding for Chinese-Korean cross-lingual text classification[J]. Journal of Chinese Information Processing, 34, 39-47(2020).

    [9] Kang C, Zheng S H, Li W L. Short text classification combining LDA topic model and 2D convolution[J]. Computer Applications and Software, 37, 127-131, 153(2020).

    [10] [10] Vu T, Nguyen D Q, Nguyen D Q, et al. VnCeNLP: A vietnamese natural language processing toolkit[C]Proceedings of NAACLHLT, 2018: 5660.

    [11] [11] Zhang Jing. Research on viewpoint extraction of chinese comments based on deep learning [D]. Chengdu: Southwest Jiaotong University, 2018. (in Chinese)

    [12] Lin S Q, Yu Z T, Guo J J, et al. Chinese-Vietnamese bilingual news sentiment classifications incorporating perspective sentence features[J]. Journal of Kunming University of Science and Technology (Natural Science Edition), 45, 67-73(2020).

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    Qianli Song, Hua Lai. Monitoring method of public opinion in minor languages using deep learning[J]. Infrared and Laser Engineering, 2021, 50(S2): 20210298

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    Paper Information

    Category: Image processing

    Received: May. 8, 2021

    Accepted: --

    Published Online: Dec. 3, 2021

    The Author Email:

    DOI:10.3788/IRLA20210298

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