Ranking spaces for predicting human movement in an urban environment

International Journal of Geographical Information Science

Volumn 23, Issue 7, 2009, Pages 823-837

  Jiang, Bin ^a  

^a UNIVERSITY OF GÄVLE   (Sweden)

Author keywords

Human movement; PageRank; Scale free; Small world; Space syntax; Topological analysis of networks

Indexed keywords

ALGORITHM; MOVEMENT; NETWORK ANALYSIS; SPATIAL ANALYSIS; TOPOLOGY; URBAN AREA;

EID: 70349748442     PISSN: 13658816     EISSN: 13623087     Source Type: Journal    
DOI: 10.1080/13658810802022822     Document Type: Article

References (32)

1. ALEXANDER, C., 1965, A city is not a tree. Architectural Forum, 122(1-2), pp. 58-62.
2. AMARAL, L.A.N., SCALA, A., BARTHELEMY, M. and STANLEY, H.E., 2000, Classes of behaviour of small-world networks. Proceedings of the National Academy of Sciences, 97, pp. 11149-11152.
3. BARABÁSI, A.-L. and ALBERT, R., 1999, Emergence of scaling in random networks. Science, 286, pp. 509-512.
4. BATTY, M., 2004, A new theory of space syntax. CASA working paper no.75, available online at: http://www.casa.ucl.ac.uk/publications/full_list.htm (accessed 12 December 2006).
5. BOLLEN, J., RODRIGUEZ, M.A. and SOMPEL, H.V., 2006, Journal status. Preprints, arXiv:cs.DL/0601030 v1.
6. BONACICH, P., 1987, Power and centrality: a family of measures. American Journal of Sociology, 92, pp. 1170-1182.
7. CARVALHO, R. and PENN, A., 2004, Scaling and universality in the micro-structure of urban space. Physica A, 332, pp. 539-547.
8. CHEN, P., XIE, H., MASLOV, S. and REDNER, S., 2006, Finding scientific gems with Google. Preprints, arXiv:physics/0604130 v1.
9. CHING, W.K. and NG, M.K., 2006, Markov Chains: models, algorithms and applications (Berlin: Springer).
10. HILLIER, B., 1996, Space is the machine: a configurational theory of architecture (Cambridge: Cambridge University Press).
11. HILLIER, B., 1999, The hidden geometry of deformed grids: or, why space syntax works, when it looks as though it shouldn't. Environment and Planning B: Planning and Design, 26, pp. 169-191.
12. HILLIER, B. and HANSON, J., 1984, The social logic of space(Cambridge: Cambridge University Press).
13. HILLIER, B. and IIDA, S., 2005, Network and psychological effects in urban movement. In A.G. Cohn and D.M. Mark (Eds), Proceedings of the International Conference on Spatial Information Theory (COSIT 2005), 14-18 September 2005, Ellicottsville, NY, USA, pp. 475-490.
14. HILLIER, B., et al. 1993, Natural movement: configuration and attraction in urban pedestrian movement. Environment and Planning B, 20, pp. 29-66.
15. JIANG, B., 2007, A topological pattern of urban street networks: universality and peculiarity. Physica A, 384, pp. 647-655.
16. JIANG, B. and CLARAMUNT, C., 2002, Integration of space syntax into GIS: new perspectives for urban morphology. Transactions in GIS, 6(3), pp. 295-309.
17. JIANG, B. and CLARAMUNT, C., 2004, Topological analysis of urban street networks. Environment and Planning B: Planning and Design, 31(6), pp. 151-162.
18. JIANG, B. and LIU, C., in press, Street-based topological representations and analyses for predicting traffic flow in GIS. International Journal of Geographic Information Science, to appear (preprint: http://arxiv.org/abs/0709.1981).
19. JIANG, B., ZHAO, S. and YIN, J., 2008, Self-organized natural roads for predicting traffic flow: a sensitivity study. Journal of Statistical Mechanics: Theory and Experiment, p07008, preprint: arxiv.org/abs/0804.1630.
20. LANGVILLE, A.N. and MEYER, C.D., 2006, Google's PageRank and Beyond: the science of search engine rankings (Princeton, NJ: Princeton University Press).
21. NEWMAN, M.E.J., 2005, Power laws, Pareto distributions and Zipf's law. Contemporary Physics, 46, pp. 323-351.
22. PAGE, L. and BRIN, S., 1998, The anatomy of a large-scale hypertextual Web search engine.Proceedings of the seventh international conference on World Wide Web, 7, pp. 107-117.
23. PARK, H., 2005, Before integration: a critical review of integration measure in space syntax. 5th Int. space syntax symposium, 13-17 June 2005, Delft, The Netherlands. Available online at: http://www.spacesyntax.tudelft.nl/(accessed 12 December 2006).
24. PENN, A., HILLIER, B., BANISTER, D. and XU, J., 1998, Configurational modeling of urban movement networks. Environment and Planning B: Planning and Design, 25, pp. 59-84.
25. PORTA, S., CRUCITTI, P. and LATORA, V., 2006, The network analysis of urban streets: a dual approach. Physica A, 369(2), pp. 853-866.
26. RATTI, C., 2004, Space syntax: some inconsistencies. Environment and Planning B: Planning and Design, 31, pp. 487-499.
27. SCOTT, J., 2000, Social network analysis: a handbook, 2nd ed (London: Sage Publications Ltd).
28. TURNER, A., 2007, From axial to road-centre lines: a new representation for space syntax and a new model of route choice for transport network analysis. Environment and Planning B: Planning and Design, 34, pp. 539-555.
29. WATTS, D.J. and STROGATZ, S.H., 1998, Collective dynamics of 'small-world' networks. Nature, 393, pp. 440-442.
30. WOESS, W., 2000, Random walks on infinite graphs and groups, Cambridge tracts in mathematics 138 (Cambridge: Cambridge University Press).
31. XING, W. and GHORBANI, A., 2004, Weighted PageRank algorithm. Second Annual Conference on Communication Networks and Services Research CNSR'04, 19-21 May 2004, Fredericton, NB, USA, pp. 305-314.
32. ZIPF, G.K., 1949, Human Behaviour and the Principles of Least Effort (Cambridge, MA: Addison Wesley).