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

PDF papers
id ecaade2016_096
authors Chen, Nai Chun, Nagakura, Takehiko and Larson, Kent
year 2016
title Social Media as Complementary Tool to Evaluate Cities - Data Mining Innovation Districts in Boston
source Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 2, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 447-456
wos WOS:000402064400044
summary High tech industries are playing an important role in the economic development in the United States. While some cities are shrinking, the "innovation" cities are growing. The attributes that cause some cities to successfully become innovative is a very relevant 21st century topic and will be investigated here.Previous work conduct city analysis through conventional government GIS or census data but such analyses do not answer questions about the perception of citizens inhabiting the city, and the activities they conduct. The novelty of this current project is to make use of large-scale bottom-up data available from social media. Several social media sources-CrunchBase, Twitter, Yelp, and Flickr- were data mined pertaining to four innovation districts in Boston. We found that the success of innovation districts in Boston were correlated with several important variables: the most successful districts tended to occur near research institutions, in very "mixed use" areas, and were unexpectedly not correlated with land and labor prices, unlike technology districts in the past. Based on our study, we make recommendations for the urban design that cities should put in place to increase the potential for "innovation".
keywords Smart Cities; Social Media; Innovation District; Spatial Analysis; Data Mining; Natural Language Processing
series eCAADe
full text file.pdf (22,633,182 bytes)
references Content-type: text/plain
Details Citation Select
100%; open Ciuccarelli, P, Lupi, G and Simeone, L (2014) Find in CUMINCAD Visualizing the Data City Social Media as a Source of Knowledge for Urban Planning and Management , Springer

100%; open Johnson, K (2014) Find in CUMINCAD Innovating the City: Challenges and Opportunities in Establishing Incubators and Districts in Paris and Boston , Master's Thesis, MIT

100%; open Kumar, S, Morstatter, F and Liu, H (2014) Find in CUMINCAD Twitter Data Analytics. , Springer

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

100%; open Lynch, K (1981) Find in CUMINCAD A Theory of Good City Form , Cambridge, Mass.: MIT

100%; open Simmie, J (2011) Find in CUMINCAD Innovative Cities , London: Spon

last changed 2017/06/28 08:46
pick and add to favorite papersHOMELOGIN (you are user _anon_478959 from group guest) CUMINCAD Papers Powered by SciX Open Publishing Services 1.002