| id |
caadria2024_202 |
| authors |
Ataman, Cem, Tunçer, Bige and Perrault, Simon |
| year |
2024 |
| title |
Digital Participation in Urban Design and Planning: Addressing Data Translation Challenges in Urban Policy- and Decision-Making through Visualization Techniques |
| doi |
https://doi.org/10.52842/conf.caadria.2024.2.201
|
| source |
Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 2, pp. 201210 |
| summary |
Digital technologies and online platforms, such as e-participation and crowdsourcing tools, are revolutionizing citizen engagement in urban design and planning by enabling large-scale, asynchronous, and individual participation processes. This evolution towards more inclusive and representative decision- and policy-making, however, presents a significant challenge: the effective utilization of the vast amounts of textual data generated. This difficulty arises from distilling the most relevant information from the extensive datasets and the lack of suitable methodologies for the visual representation of qualitative data in urban practices. Addressing this, the paper deploys AI-based analysis methods, including Natural Language Processing (NLP), Topic Modeling (TM), and sentiment analysis, to efficiently analyze these datasets and extract relevant information. It then advances into the realm of data representation, proposing innovative approaches for the visual translation of this textual data into multi-layered narratives. These approaches, designed to comply with a comprehensive set of both quantitative and qualitative interpretation criteria, aim to offer deeper insights, thus fostering equitable and inclusive governance. The goal of this research is to harness the power of qualitative textual data derived from online participation platforms to inform and enhance decision- and policy-making processes in urban design and planning, thereby contributing to more informed, inclusive, and effective urban governance. |
| keywords |
Digital Participation, Textual Big Data, Natural Language Processing, Spatial Data Analytics, Data Visualization |
| series |
CAADRIA |
| email |
|
| full text |
 file.pdf (1,568,760 bytes) |
| references |
Content-type: text/plain
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Aparicio, G. (2017)
 Data-Insight-Driven Project Delivery: Approach to Accelerated Project Delivery Using Data Analytics, Data Mining and Data Visualization
, Disciplines & Disruption: Proceedings of the 37th ACADIA Conference, 102-109
|
|
|
|
|
Ataman, C., Tunçer, B., & Perrault, S. T. (2022)
Asynchronous Digital Participation in Urban Design Processes: Qualitative Data Exploration and Analysis with Natural Language Processing
, POST-CARBON - Proceedings of the 27th CAADRIA Conference, 383-392
|
|
|
|
|
Blei, D. M. (2012)
Probabilistic topic models
, Communications of the ACM, 55(4), 77-84
|
|
|
|
|
Boy, J., Rensink, R. A., Bertini, E., & Fekete, J. D. (2014)
A principled way of assessing visualization literacy
, IEEE Transactions on Visualization and Computer Graphics, 20(12), 1963-1972
|
|
|
|
|
Liu, B. (2012)
Sentiment Analysis and Opinion Mining
, Synthesis Lectures on Human Language Technologies, 5(1), 1-167
|
|
|
|
|
Nabatchi, T. (2010)
Addressing the Citizenship and Democratic Deficits: The Potential of Deliberative Democracy for Public Administration
, The American Review of Public Administration, 40(4), 376-399
|
|
|
|
|
Siegel, E. (2013)
Predictive analytics: The power to predict who will click, buy, lie, or die
, Wiley
|
|
|
|
|
Simonofski, A., Vallé, T., Serral, E., & Wautelet, Y. (2021)
Investigating context factors in citizen participation strategies: A comparative analysis of Swedish and Belgian smart cities
, Int. J. of Information Management, 56, 102011
|
|
|
|
|
Statistische Jahrbücher-Statistikamt Nord. (2023)
https://www
, statistik-nord.de/presse-veroeffentlichungen/statistische-jahrbuecher
|
|
|
|
|
Thoneick, R. (2021)
Integrating online and onsite participation in urban planning: Assessment of a digital participation system
, Int. J. of E-Planning Research, 10(1), 1-20
|
|
|
|
|
Valkanova, N., Jorda, S., & Vande Moere, A. (2015)
Public visualization displays of citizen data: Design, impact and implications
, Int. J. of Human-Computer Studies, 81, 4-16
|
|
|
|
|
Wang, Z., Sundin, L., Murray-Rust, D., & Bach, B. (2020)
Cheat Sheets for Data Visualization Techniques
, Conf. on Human Factors in Computing Systems - Proceedings
|
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|
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| last changed |
2024/11/17 22:05 |
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