CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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id ecaade2020_214
authors Chen, Hsien and Hsu, Pei-Hsien
year 2020
title Data Mining as a User-oriented Tool in Participatory Urban Design
source Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 11-18
summary In this research, we did the datamining to the POI(point-of-interest) of the city, and shows how Popular times data and NPL(Natural language processing) analysis transformed user data into new tools of participatory design of urban planning. After analyzing and visualizing the popular time data of the city POI, we showed the city users' preferred place to go at different point in time. And this will figured out that at some time, same type of POI has different using condition. Based on above mentioned, we used NPL to analyze user reviews to find out the causes and provide planning suggestions. This method can offer planner a chance to understand the experience of city user at the planning stage. Comparing to the traditional method, fetching data from the social platform could be able to get the daily preference, perspective and emotion of the users, and these data can make the result of participatory urban planning accord with the demand of the users.
keywords Popular times; NLP; Social Media; Urban Design Tool; Smart Cities
series eCAADe
email p102390034@gmail.com
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100%; open Arnstein, S.R. (1969) Find in CUMINCAD A Ladder Of Citizen Participation , Journal of the American Institute of Planners, 35(4), pp. 216-224

100%; open Behmanesh, H and BROWN, A. G (2019) Find in CUMINCAD Classification and Review of Software Applications in the Context of Urban Design Processes. , Proceedings of Caadria 2019

100%; open Chen, N.C, Zhang, Y, Stephens, M, Nagakura, T and Larson, K (2017) Find in CUMINCAD Urban Data Mining with Natural language processing: Social Media as complementary tool for urban design decision making , CAADFutures 2017

100%; open Chen, N.C., Nagakura, T and Larson, K (2016) Find in CUMINCAD Social Media as Complementary Tool to Evaluate Cities-Data Mining Innovation Districts in Boston. , Proceedings of eCAADe 2016

100%; open Long, Y., Sun, L and Tao, S (2015) Find in CUMINCAD Big/open data in Chinese urban studies and planning: A brief review. , Beijing City Lab

100%; open Lynch, K (1960) Find in CUMINCAD The Image of the City , Cambridge, Mass: MIT

100%; open Xie, H (2002) Find in CUMINCAD An Empirical Resarch on the Participatory Planning in Taiwan , Master's Thesis, National Cheng Kung University

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