Data-driven geography

The Presentation of Self in Everyday Life.

Naegele, K. D., & Goffman, E. (1956) · American Sociological Review · doi:10.2307/2089106 · Cited by 26,021 · see citing works

The Discovery of Grounded Theory: Strategies for Qualitative Research

Glaser, B. G., & Strauss, A. L. (2017) · Aldine (Routledge reprint) · doi:10.4324/9780203793206 · Cited by 25,789 · see citing works

The Presentation of Self in Everyday Life

Goffman, E. (2023) · Routledge eBooks · doi:10.4324/9781003320609-59 · Cited by 17,564 · see citing works

Local Indicators of Spatial Association—LISA

Anselin, L. (2010) · Geographical Analysis · doi:10.1111/j.1538-4632.1995.tb00338.x · Cited by 12,925 · see citing works

Citizens as sensors: the world of volunteered geography

Goodchild, M. F. (2007) · GeoJournal · doi:10.1007/s10708-007-9111-y · Cited by 4,561 · see citing works

Geographically Weighted Regression: The Analysis of Spatially Varying Relationships

Fotheringham, A. S., Brunsdon, C., & Charlton, M. E. (2002) · doi:10.25405/ncl.34562610 · Cited by 3,981 · see citing works

Big data: a revolution that will transform how we live, work, and think

(2013) · Choice Reviews Online · doi:10.5860/choice.50-6804 · Cited by 3,657 · see citing works

The black swan: the impact of the highly improbable

(2007) · Choice Reviews Online · doi:10.5860/choice.45-1430 · Cited by 3,456 · see citing works

The Black Swan: The Impact of the Highly Improbable

(2008) · Library Review · doi:10.1108/00242530810854080 · Cited by 2,465 · see citing works

The cathedral and the bazaar: musings on Linux and open source by an accidental revolutionary

(2002) · Choice Reviews Online · doi:10.5860/choice.39-2841 · Cited by 2,251 · see citing works

Statistical Methods for the Social Sciences

EJD, Agresti, A., & Finlay, B. (1998) · Journal of the American Statistical Association · doi:10.2307/2670147 · Cited by 2,133 · see citing works

How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets

Haklay, M. (2010) · Environment and Planning B Planning and Design · doi:10.1068/b35097 · Cited by 1,646 · see citing works

The Fourth Paradigm – Data-Intensive Scientific Discovery

Hey, T. (2012) · Communications in computer and information science · doi:10.1007/978-3-642-33299-9_1 · Cited by 1,598 · see citing works

Smart cities: big data, civic hackers, and the quest for a new utopia

Townsend, A. M. (2014) · Choice Reviews Online · doi:10.5860/choice.51-3557 · Cited by 1,585 · see citing works

"The End of Theory: The Data Deluge Makes the Scientific Method Obsolete"

Willighagen, E. (2008) · doi:10.59350/j4d10-0jt05 · Cited by 1,057 · see citing works

Quantifying Trading Behavior in Financial Markets Using Google Trends

Preis, T., Moat, H. S., & Stanley, E. (2013) · Scientific Reports · doi:10.1038/srep01684 · Cited by 953 · see citing works

Untitled work

(1998) · Cited by 820 · see citing works

Assuring the quality of volunteered geographic information

Goodchild, M. F., & Li, L. (2012) · Spatial Statistics · doi:10.1016/j.spasta.2012.03.002 · Cited by 779 · see citing works

The Age of Spiritual Machines: When Computers Exceed Human Intelligence,

Velde, R. T. (2000) · Telecommunications Policy · doi:10.1016/s0308-5961(99)00064-6 · Cited by 753 · see citing works

Theoretical Sociology

Nielsen, D. A., & Collins, R. (1989) · Teaching Sociology · doi:10.2307/1317475 · Cited by 734 · see citing works

A million or so correlation coefficients : three experiments on the modifiable areal unit problem

Openshaw, S. (1979) · Medical Entomology and Zoology · Cited by 719 · see citing works

Geographic Data Mining and Knowledge Discovery

Miller, H. J. (2007) · doi:10.1002/9780470690819.ch19 · Cited by 622 · see citing works

Big data and human geography: Opportunities, challenges and risks

Kitchin, R. (2013) · Dialogues in Human Geography · doi:10.1177/2043820613513388 · Cited by 593 · see citing works

Crowdsourcing Geographic Knowledge

Sui, D. Z., Goodchild, M., & Elwood, S. A. (2012) · Springer eBooks · doi:10.1007/978-94-007-4587-2 · Cited by 578 · see citing works

A Mark 1 Geographical Analysis Machine for the automated analysis of point data sets

Openshaw, S., Charlton, M. E., Wymer, C., et al. (1987) · International Journal of Geographical Information Systems · doi:10.1080/02693798708927821 · Cited by 511 · see citing works

Data mining reconsidered: encompassing and the general‐to‐specific approach to specification search

Hoover, K. D., & Perez, S. J. (1999) · Econometrics Journal · doi:10.1111/1368-423x.00025 · Cited by 488 · see citing works

The convergence of GIS and social media: challenges for GIScience

Sui, D. Z., & Goodchild, M. F. (2011) · International Journal of Geographical Information Systems · doi:10.1080/13658816.2011.604636 · Cited by 403 · see citing works

Trouble in the heartland: GIS and its critics in the 1990s

Schuurman, N. (2000) · Progress in Human Geography · doi:10.1191/030913200100189111 · Cited by 398 · see citing works

The Nature of Geography: A Critical Survey of Current Thought in the Light of the Past

Hartshorne, R. (1939) · Annals of the Association of American Geographers · doi:10.2307/2561063 · Cited by 389 · see citing works

Geographic Data Mining and Knowledge Discovery

Miller, H. J., & Han, J. (2009) · CRC Press eBooks · doi:10.1201/9781420073980 · Cited by 353 · see citing works

Elements of Spatial Data Quality

(1995) · Elsevier eBooks · doi:10.1016/c2009-0-14900-0 · Cited by 306 · see citing works

Geography and the future of big data, big data and the future of geography

Graham, M. J., & Shelton, T. (2013) · Dialogues in Human Geography · doi:10.1177/2043820613513121 · Cited by 280 · see citing works

The Nature of Geography: A Critical Survey of Current Thought in the Light of the Past

M., J. L., & Hartshorne, R. (1940) · Geographical Journal · doi:10.2307/1787495 · Cited by 274 · see citing works

Geographic thought: a critical introduction

(2013) · Choice Reviews Online · doi:10.5860/choice.51-1014 · Cited by 236 · see citing works

Smart Cities, Big Data

Batty, M. (2012) · Environment and Planning B Planning and Design · doi:10.1068/b3902ed · Cited by 236 · see citing works

History and philosophy of geography: real wars, theory wars

Smith, N. (1992) · Progress in Human Geography · doi:10.1177/030913259201600208 · Cited by 233 · see citing works

The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation.

Frame, M. L., & Flake, G. W. (2000) · American Mathematical Monthly · doi:10.2307/2589369 · Cited by 228 · see citing works

Place‐Based versus People‐Based Geographic Information Science

Miller, H. J. (2007) · Geography Compass · doi:10.1111/j.1749-8198.2007.00025.x · Cited by 202 · see citing works

THE DATA AVALANCHE IS HERE. SHOULDN’T WE BE DIGGING?

Miller, H. J. (2010) · Journal of Regional Science · doi:10.1111/j.1467-9787.2009.00641.x · Cited by 186 · see citing works

GIScience, Geography, Form, and Process

Goodchild, M. F. (2004) · Annals of the Association of American Geographers · doi:10.1111/j.1467-8306.2004.00424.x · Cited by 184 · see citing works

Everything is obvious: once you know the answer

(2012) · Choice Reviews Online · doi:10.5860/choice.49-3582 · Cited by 174 · see citing works

Encyclopedia of geographic information science

Kemp, K. K., Publications, S., & service), S. E. (. (2008) · Choice Reviews Online · doi:10.5860/choice.45-5930 · Cited by 164 · see citing works

Big data a revolution that will transform how we live, work, and think

Mayer-Schönberger, V. 1., & Cukier, K. (2013) · Cited by 141 · see citing works

Dimensional Analysis

Gibbings, J. C. (2011) · Springer eBooks · doi:10.1007/978-1-84996-317-6 · Cited by 137 · see citing works

Crossing the qualitative-quantitative chasm I

Sui, D. Z., & DeLyser, D. (2011) · Progress in Human Geography · doi:10.1177/0309132510392164 · Cited by 135 · see citing works

Volunteered Geographic Information, the Exaflood, and the Growing Digital Divide

Sui, D. Z., Goodchild, M. F., & Elwood, S. A. (2012) · Springer eBooks · doi:10.1007/978-94-007-4587-2_1 · Cited by 131 · see citing works

Crossing the qualitative- quantitative divide II

DeLyser, D., & Sui, D. Z. (2012) · Progress in Human Geography · doi:10.1177/0309132512444063 · Cited by 127 · see citing works

Introduction to the Varenius project

Goodchild, M. F., Egenhofer, M. J., Kemp, K. K., et al. (1999) · International Journal of Geographical Information Systems · doi:10.1080/136588199240996 · Cited by 125 · see citing works

Statistical Methods in the Social Sciences

Goudswaard, G., Bugg, D. D., Henderson, M. A., et al. (1970) · Revue de l Institut International de Statistique / Review of the International Statistical Institute · doi:10.2307/1402209 · Cited by 123 · see citing works

AUTOMATED GEOGRAPHY

Dobson, J. E. “. (1983) · The Professional Geographer · doi:10.1111/j.0033-0124.1983.00135.x · Cited by 112 · see citing works

Mapping social activities and concepts with social media (Twitter) and web search engines (Yahoo and Bing): a case study in 2012 US Presidential Election

Tsou, M., Yang, J., Lusher, D., Han, S. Y., Spitzberg, B. H., Gawron, J. M., Gupta, D. K., & An, L. (2013) · Cartography and Geographic Information Science · doi:10.1080/15230406.2013.799738 · Cited by 107 · see citing works

On the Application of Inductive Machine Learning Tools to Geographical Analysis

GAHEGAN, M. N. (2000) · Geographical Analysis · doi:10.1111/j.1538-4632.2000.tb00420.x · Cited by 96 · see citing works

Large-scale multi-agent transportation simulations

Cetin, N., Nagel, K., Raney, B., et al. (2002) · Computer Physics Communications · doi:10.1016/s0010-4655(02)00353-3 · Cited by 93 · see citing works

GIS, Cartography, and the “Third Culture”: Geographic Imaginations in the Computer Age*

Sui, D. Z. (2004) · The Professional Geographer · doi:10.1111/j.0033-0124.2004.05601008.x · Cited by 82 · see citing works

The signal and the noise: why most predictions fail--but some don't

(2013) · Choice Reviews Online · doi:10.5860/choice.50-4405 · Cited by 80 · see citing works

Trends in quantitative methods II: stressing the computational

Fotheringham, A. S. (1998) · Progress in Human Geography · doi:10.1191/030913298670827726 · Cited by 51 · see citing works

Building an Automated Modeling System to Explore a Universe of Spatial Interaction Models

Openshaw, S. (1988) · Geographical Analysis · doi:10.1111/j.1538-4632.1988.tb00161.x · Cited by 46 · see citing works

The computational beauty of nature: computer explorations of fractals, chaos, complex systems, and adaptation

Flake, G. W. (1998) · International Linear Collider · Cited by 32 · see citing works

Newton, The Newtonians, and theGeographia Generalis Varenii∗

Warntz, W. (1989) · Annals of the Association of American Geographers · doi:10.1111/j.1467-8306.1989.tb00257.x · Cited by 27 · see citing works

The Machine that Would Predict the Future

Weinberger, D. (2011) · Scientific American · doi:10.1038/scientificamerican1211-52 · Cited by 23 · see citing works

Everything is Obvious Once You Know the Answer - About Duncan J. Watts, Everything is Obvious Once You Know the Answer (New York, Crown Business, 2011).

Manza, J. (2012) · European Journal of Sociology · doi:10.1017/s0003975612000379 · Cited by 22 · see citing works

Learning to Drink from a Fire Hose

Waldrop, M. M. (1990) · Science · doi:10.1126/science.2333516 · Cited by 20 · see citing works

Web data predict flu

Butler, D. (2008) · Nature · doi:10.1038/456287a · Cited by 17 · see citing works

Pre-crime and pre-punishment: a health warning

Zedner, L. (2015) · Criminal Justice Matters · doi:10.1080/09627251.2015.1143629 · Cited by 16 · see citing works

Building New Spatial Interaction Models by Using Genetic Programming and a Supercomputer

Diplock, G. (1998) · Environment and Planning A Economy and Space · doi:10.1068/a301893 · Cited by 11 · see citing works

Visual Exploration and Explanation in Geography Analysis with Light

GAHEGAN, M. N. (2009) · Chapman & Hall/CRC data mining and knowledge discovery series · doi:10.1201/9781420073980.ch11 · Cited by 11 · see citing works

Discussion contribution on ‘Data mining reconsidered: encompassing and the general‐to‐specific approach to specification search’ by Hoover and Perez

Hand, D. J. (1999) · Econometrics Journal · doi:10.1111/1368-423x.00030 · Cited by 9 · see citing works

Pre-crime and pre-punishment: a health warning

Zedner, L. (2010) · Criminal Justice Matters · doi:10.1080/09627251.2010.505409 · Cited by 9 · see citing works

The great forgetting: The past, present and future of Social Democracy and the Welfare State

Luzkow, J. L. (2015) · Project Muse (Johns Hopkins University) · Cited by 6 · see citing works

Critical analysis of Big Data challenges and analytical methods

Sivarajah, U., Kamal, M. M., Irani, Z., & Weerakkody, V. (2017) · Journal of Business Research · doi:10.1016/j.jbusres.2016.08.001 · Cited by 2,066 · see citing works

Geospatial big data handling theory and methods: A review and research challenges

Li, S., Dragicevic, S., Castro, F. A., Sester, M., Winter, S., Coltekin, A., Pettit, C., Jiang, B., Haworth, J., Stein, A., et al. (2016) · ISPRS Journal of Photogrammetry and Remote Sensing · doi:10.1016/j.isprsjprs.2015.10.012 · Cited by 749 · see citing works

Opening up Smart Cities: Citizen-Centric Challenges and Opportunities from GIScience

Degbelo, A., Granell, C., Trilles, S., Bhattacharya, D., Casteleyn, S., & Kray, C. (2016) · ISPRS International Journal of Geo-Information · doi:10.3390/ijgi5020016 · Cited by 166 · see citing works

Human-Centric Data Science for Urban Studies

Resch, B., & Szell, M. (2019) · ISPRS International Journal of Geo-Information · doi:10.3390/ijgi8120584 · Cited by 32 · see citing works

Transforming Social Media Posts into Volunteered Geographic Information using Data Mining Methods

Tavra, M., Šerić, L., Lisec, A., Ivanda, A., & Galešić, M. (2021) · International Conference on Smart and Sustainable Technologies (SpliTech) · doi:10.23919/splitech52315.2021.9566369 · Cited by 1 · see citing works

Supporting Accessibility for Blind and Vision‐impaired People With a Localized Gazetteer and Open Source Geotechnology

Rice, M. T., Aburizaiza, A. O., Jacobson, D., Shore, B. M., & Paez, F. I. (2012) · Transactions in GIS · doi:10.1111/j.1467-9671.2012.01318.x · Cited by 35 · see citing works

Disciplinary structure and development strategy of physical geography in China

Chen, F., Wu, S., Liu, H., et al. (2022) · Journal of Geographical Sciences · doi:10.1007/s11442-022-2015-4 · Cited by 3 · see citing works

Ecological and spatial traditions in geography, and the study of environmental problems

Bouwer, K. (1985) · GeoJournal · doi:10.1007/bf00150765 · Cited by 1 · see citing works

The Earth: A Physical and Human Geography

Blij, D., & Harm, J. (1987) · Medical Entomology and Zoology · Cited by 2 · see citing works