Research on improvement of information platform for local tourism by paragraph vector

Takeshi Tsuchiya, Hiroo Hirose, Tadashi Miyosawa, Tetsuyasu Yamada, Hiroaki Sawano, Keiichi Koyanagi

研究成果: Chapter

抜粋

In this paper, we discuss and propose the analysis and search method of various information on tourism in the Suwa area of Nagano Prefecture on the Internet. These pieces of information include not only long sentences such as web pages and blogs, but also a lot of content of SNS composed of short sentences of about several words. Therefore, by the conventional search method, based on the occurrence probability of words in sentences, sufficient accuracy cannot be expected for the search of SNS information composed of several words. In this research, we examined a method using Paragraph Vector for expressing relationships of words included in sentences. By doing this, we aim to acquire the same level of search performance even for SNS content composed of several words.

元の言語English
ホスト出版物のタイトルStudies in Computational Intelligence
出版者Springer Verlag
ページ115-121
ページ数7
DOI
出版物ステータスPublished - 2020 1 1

出版物シリーズ

名前Studies in Computational Intelligence
819
ISSN(印刷物)1860-949X

    フィンガープリント

ASJC Scopus subject areas

  • Artificial Intelligence

これを引用

Tsuchiya, T., Hirose, H., Miyosawa, T., Yamada, T., Sawano, H., & Koyanagi, K. (2020). Research on improvement of information platform for local tourism by paragraph vector. : Studies in Computational Intelligence (pp. 115-121). (Studies in Computational Intelligence; 巻数 819). Springer Verlag. https://doi.org/10.1007/978-3-030-16024-1_15