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The Data Avalanche Is Here. Shouldn'T We Be Digging?

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  • Harvey J. Miller

Abstract

We have access to an unprecedented amount of fine-grained data on cities, transportation, economies, and societies, much of these data referenced in geo-space and time. There is a tremendous opportunity to discover new knowledge about spatial economies that can inform theory and modeling in regional science. However, there is little evidence of computational methods for discovering knowledge from databases in the regional science literature. This paper addresses this gap by clarifying the geospatial knowledge discovery process, its relation to scientific knowledge construction, and identifying challenges to a greater role in regional science. Copyright (c) 2010, Wiley Periodicals, Inc.

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  • Harvey J. Miller, 2010. "The Data Avalanche Is Here. Shouldn'T We Be Digging?," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 181-201.
  • Handle: RePEc:bla:jregsc:v:50:y:2010:i:1:p:181-201
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    References listed on IDEAS

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    1. Kevin D. Hoover & Stephen J. Perez, 1999. "Data mining reconsidered: encompassing and the general-to-specific approach to specification search," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 167-191.
    2. Joshua M. Epstein & Robert L. Axtell, 1996. "Growing Artificial Societies: Social Science from the Bottom Up," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262550253, January.
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    Cited by:

    1. Tobias Scholl & Thomas Brenner & Martin Wendel, 2016. "Evolving localization patterns of company foundationsEvidence from the German MST-industry," Journal of Evolutionary Economics, Springer, vol. 26(5), pages 1067-1087, December.
    2. Emmanouil Tranos & Peter Nijkamp, 2015. "Mobile phone usage in complex urban systems: a space–time, aggregated human activity study," Journal of Geographical Systems, Springer, vol. 17(2), pages 157-185, April.
    3. Julian Hagenauer, 2016. "Weighted merge context for clustering and quantizing spatial data with self-organizing neural networks," Journal of Geographical Systems, Springer, vol. 18(1), pages 1-15, January.
    4. Karima Kourtit & Peter Nijkamp & Mark D. Partridge & Marlon G. Boarnet, 2013. "The declining role of the automobile and the re-emergence of place in urban transportation: The past will be prologue," Regional Science Policy & Practice, Wiley Blackwell, vol. 5(2), pages 237-253, June.
    5. Tobias Scholl & Thomas Brenner, 2015. "Optimizing distance-based methods for large data sets," Journal of Geographical Systems, Springer, vol. 17(4), pages 333-351, October.

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