A STUDY ON THE ANALYSIS METHOD OF COGNITION PREFERENCES FOR URBAN LANDSCAPES BASED ON SNS DATA AND MACHINE LEARNING

Yujie Ren, Shichen Zhao

研究成果: ジャーナルへの寄稿学術誌査読

抄録

In this study, we proposed a new analysis method of cognition preferences for urban landscapes based on machine learning algorithms and SNS data. Benefiting from the high performance of machine learning algorithms and the diversity of SNS data, this new framework can not only accurately estimate urban residents' subjective evaluation of urban landscapes but also quantitatively compare the cognition preferences of residents with different characteristics.

本文言語英語
ページ(範囲)929-934
ページ数6
ジャーナルAIJ Journal of Technology and Design
28
69
DOI
出版ステータス出版済み - 6月 20 2022

!!!All Science Journal Classification (ASJC) codes

  • 建築
  • 建築および建設

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