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Volumn 39, Issue , 2013, Pages 151-161

The linkage between the lifestyle of knowledge-workers and their intra-metropolitan residential choice: A clustering approach based on self-organizing maps

Author keywords

Knowledge workers; Neural networks; Residential choice; Self organizing maps

Indexed keywords

BUILDING TYPES; CENTRAL LOCATIONS; CLUSTERING APPROACH; DETACHED HOUSE; KNOWLEDGE-WORKERS; METROPOLITAN AREA; PATTERN RECOGNITION AND CLASSIFICATION; RESIDENTIAL CHOICE;

EID: 84877617007     PISSN: 01989715     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compenvurbsys.2012.09.001     Document Type: Article
Times cited : (50)

References (42)
  • 2
    • 72749122713 scopus 로고    scopus 로고
    • Knowledge bases, talents, and contexts: On the usefulness of the creative class approach in Sweden
    • Asheim B., Hansen H.K. Knowledge bases, talents, and contexts: On the usefulness of the creative class approach in Sweden. Economic Geography 2009, 85(4):425-442.
    • (2009) Economic Geography , vol.85 , Issue.4 , pp. 425-442
    • Asheim, B.1    Hansen, H.K.2
  • 3
    • 68349091285 scopus 로고    scopus 로고
    • Complex cities: Locational choices of creative knowledge-workers
    • Brown J., Me{ogonek}czyński M. Complex cities: Locational choices of creative knowledge-workers. Built Environment 2009, 35(2):238-252.
    • (2009) Built Environment , vol.35 , Issue.2 , pp. 238-252
    • Brown, J.1    Meczyński, M.2
  • 4
    • 84877632918 scopus 로고    scopus 로고
    • Central Bureau of Statistics. Table 2.53: Employee Jobs and Average Wages Per Employee Job in the High-tech Sector. <>.
    • Central Bureau of Statistics (2008). Table 2.53: Employee Jobs and Average Wages Per Employee Job in the High-tech Sector. <>. http://www.cbs.gov.il/www/saka_y/02_53.pdf.
    • (2008)
  • 5
    • 84877587249 scopus 로고    scopus 로고
    • Central Bureau of Statistics. Labor Workforce Survey Data. Data CD.
    • Central Bureau of Statistics (2009). Labor Workforce Survey Data. Data CD.
    • (2009)
  • 6
    • 0442297257 scopus 로고    scopus 로고
    • What type of vehicle do people drive? The role of attitude and lifestyle in influencing vehicle type choice
    • Choo S., Mokhtarian P.L. What type of vehicle do people drive? The role of attitude and lifestyle in influencing vehicle type choice. Transportation Research Part A 2004, 38(3):201-222.
    • (2004) Transportation Research Part A , vol.38 , Issue.3 , pp. 201-222
    • Choo, S.1    Mokhtarian, P.L.2
  • 7
    • 85044892652 scopus 로고    scopus 로고
    • Creative knowledge-workers and location in Europe and North America: A comparative review
    • Clifton N., Cooke P. Creative knowledge-workers and location in Europe and North America: A comparative review. Creative Industries Journal 2009, 2(1):73-89.
    • (2009) Creative Industries Journal , vol.2 , Issue.1 , pp. 73-89
    • Clifton, N.1    Cooke, P.2
  • 8
    • 77956507271 scopus 로고    scopus 로고
    • Knowledge-workers, servant leadership and the search for meaning in knowledge-driven organizations
    • Correia De Sousa M., van Dierendonck D. Knowledge-workers, servant leadership and the search for meaning in knowledge-driven organizations. On the Horizon 2010, 18(3):230-239.
    • (2010) On the Horizon , vol.18 , Issue.3 , pp. 230-239
    • Correia De Sousa, M.1    van Dierendonck, D.2
  • 9
    • 0002888260 scopus 로고    scopus 로고
    • Power couples: changes in the locational choice of the college educated, 1940-1990
    • Costa D.L., Kahn M.E. Power couples: changes in the locational choice of the college educated, 1940-1990. The Quarterly Journal of Economics 2000, 115(4):1287-1315.
    • (2000) The Quarterly Journal of Economics , vol.115 , Issue.4 , pp. 1287-1315
    • Costa, D.L.1    Kahn, M.E.2
  • 10
    • 77953229925 scopus 로고    scopus 로고
    • What attracts and retains knowledge-workers/students: The quality of place or career opportunities? The cases of Montreal and Ottawa
    • Darchen S., Tremblay D.G. What attracts and retains knowledge-workers/students: The quality of place or career opportunities? The cases of Montreal and Ottawa. Cities 2010, 27:225-233.
    • (2010) Cities , vol.27 , pp. 225-233
    • Darchen, S.1    Tremblay, D.G.2
  • 11
    • 1642512118 scopus 로고    scopus 로고
    • Do high technology agglomerations encourage urban sprawl?
    • Felsenstein D. Do high technology agglomerations encourage urban sprawl?. The Annals of Regional Science 2002, 36:663-682.
    • (2002) The Annals of Regional Science , vol.36 , pp. 663-682
    • Felsenstein, D.1
  • 14
    • 0030729820 scopus 로고    scopus 로고
    • A model of workplace and residence choice in two-worker households
    • Freedman O., Kern C.R. A model of workplace and residence choice in two-worker households. Regional Science and Urban Economics 1997, 27:241-260.
    • (1997) Regional Science and Urban Economics , vol.27 , pp. 241-260
    • Freedman, O.1    Kern, C.R.2
  • 15
    • 0031404693 scopus 로고    scopus 로고
    • A question of compromise? Case study evidence on the location and mobility strategies of dual career households
    • Green A.E. A question of compromise? Case study evidence on the location and mobility strategies of dual career households. Regional Studies 1997, 31:641-657.
    • (1997) Regional Studies , vol.31 , pp. 641-657
    • Green, A.E.1
  • 16
    • 84877587260 scopus 로고    scopus 로고
    • Tel Aviv, Israel - A world city in evolution: Urban development at a dead-end of the global economy
    • Kipnis B.A. Tel Aviv, Israel - A world city in evolution: Urban development at a dead-end of the global economy. DELA Publikacija Oddelkaza Geografijo 2004, 21:183-193.
    • (2004) DELA Publikacija Oddelkaza Geografijo , vol.21 , pp. 183-193
    • Kipnis, B.A.1
  • 17
    • 0003410791 scopus 로고    scopus 로고
    • Springer-Verlag, Berlin, Heidelberg, Germany
    • Kohonen T. Self-organizing maps 2001, Springer-Verlag, Berlin, Heidelberg, Germany. 3rd ed.
    • (2001) Self-organizing maps
    • Kohonen, T.1
  • 18
    • 72649090583 scopus 로고    scopus 로고
    • The strategic dimensions of knowledge industries in urban development
    • Kunzmann K.R. The strategic dimensions of knowledge industries in urban development. DISP - The Planning Review 2009, 177(2):40-47.
    • (2009) DISP - The Planning Review , vol.177 , Issue.2 , pp. 40-47
    • Kunzmann, K.R.1
  • 19
    • 68349098734 scopus 로고    scopus 로고
    • The creative economy and social sustainability: Planning for opportunity and growth
    • Lee P., Burfitt A., Tice A. The creative economy and social sustainability: Planning for opportunity and growth. Built Environment 2009, 35(2):267-280.
    • (2009) Built Environment , vol.35 , Issue.2 , pp. 267-280
    • Lee, P.1    Burfitt, A.2    Tice, A.3
  • 20
    • 14844341319 scopus 로고    scopus 로고
    • Unsupervised multistage image classification using hierarchical clustering with a Bayesian similarity measure
    • Lee S., Crawford M.M. Unsupervised multistage image classification using hierarchical clustering with a Bayesian similarity measure. IEEE Transactions on Image Processing 2005, 14(3):312-320.
    • (2005) IEEE Transactions on Image Processing , vol.14 , Issue.3 , pp. 312-320
    • Lee, S.1    Crawford, M.M.2
  • 21
    • 0027632248 scopus 로고
    • Neural-gas network for vector quantization and its application to time-series prediction
    • Martinetz T.M., Berkovich S.G., Schulten K.J. Neural-gas network for vector quantization and its application to time-series prediction. IEEE Transactions of Neural Networks 1993, 4(4):558-569.
    • (1993) IEEE Transactions of Neural Networks , vol.4 , Issue.4 , pp. 558-569
    • Martinetz, T.M.1    Berkovich, S.G.2    Schulten, K.J.3
  • 22
    • 33747032282 scopus 로고    scopus 로고
    • Do amenities matter in attracting knowledge-workers for regional economic development?
    • Mathur V.K., Stein S.H. Do amenities matter in attracting knowledge-workers for regional economic development?. Papers in Regional Science 2005, 84(2):251-269.
    • (2005) Papers in Regional Science , vol.84 , Issue.2 , pp. 251-269
    • Mathur, V.K.1    Stein, S.H.2
  • 23
    • 77956084404 scopus 로고    scopus 로고
    • What matters more for the decision to move: Jobs versus amenities
    • Niedomysl T., Hansen H.K. What matters more for the decision to move: Jobs versus amenities. Environment and Planning A 2010, 42:1636-1649.
    • (2010) Environment and Planning A , vol.42 , pp. 1636-1649
    • Niedomysl, T.1    Hansen, H.K.2
  • 25
    • 84877615763 scopus 로고    scopus 로고
    • Peltarion. Synapse software. <>.
    • Peltarion (2010). Synapse software. <>. http://www.peltarion.com/products/synapse.
    • (2010)
  • 26
    • 70449623082 scopus 로고    scopus 로고
    • The effects of time-spatial flexibility and new working conditions on employees' work-life balance: The Dutch case
    • Peters P., Den Dulk L., van Der Lippe T. The effects of time-spatial flexibility and new working conditions on employees' work-life balance: The Dutch case. Community, Work and Family 2009, 12(3):279-297.
    • (2009) Community, Work and Family , vol.12 , Issue.3 , pp. 279-297
    • Peters, P.1    Den Dulk, L.2    van Der Lippe, T.3
  • 27
  • 28
    • 33645777848 scopus 로고    scopus 로고
    • Methodology for exploratory analysis of latent factors influencing drivers' behavior
    • Prato C.G., Bekhor S., Pronello C. Methodology for exploratory analysis of latent factors influencing drivers' behavior. Transportation Research Record 2005, 1926:115-125.
    • (2005) Transportation Research Record , vol.1926 , pp. 115-125
    • Prato, C.G.1    Bekhor, S.2    Pronello, C.3
  • 29
    • 33750316863 scopus 로고    scopus 로고
    • The knowledge economy and urban economic growth
    • Raspe O., van Oort F. The knowledge economy and urban economic growth. European Planning Studies 2006, 14(9):1209-1234.
    • (2006) European Planning Studies , vol.14 , Issue.9 , pp. 1209-1234
    • Raspe, O.1    van Oort, F.2
  • 30
    • 77954649849 scopus 로고    scopus 로고
    • Brain competition policy as a new paradigm of regional policy: A European perspective
    • Reiner C. Brain competition policy as a new paradigm of regional policy: A European perspective. Papers in Regional Science 2010, 89(2):449-461.
    • (2010) Papers in Regional Science , vol.89 , Issue.2 , pp. 449-461
    • Reiner, C.1
  • 32
    • 0020674302 scopus 로고
    • The use of the lifestyle concept in travel demand models
    • Salomon I., Ben-Akiva M.E. The use of the lifestyle concept in travel demand models. Environment and Planning A 1983, 15:623-638.
    • (1983) Environment and Planning A , vol.15 , pp. 623-638
    • Salomon, I.1    Ben-Akiva, M.E.2
  • 33
    • 9944251427 scopus 로고    scopus 로고
    • What affects commute mode choice. neighborhood physical structure or preferences toward neighborhoods?
    • Schwanen T., Mokhtarian P.L. What affects commute mode choice. neighborhood physical structure or preferences toward neighborhoods?. Journal of Transport Geography 2005, 13(1):83-99.
    • (2005) Journal of Transport Geography , vol.13 , Issue.1 , pp. 83-99
    • Schwanen, T.1    Mokhtarian, P.L.2
  • 34
    • 29544443494 scopus 로고    scopus 로고
    • The regional location of knowledge based economy activities in Israel
    • Schwartz D. The regional location of knowledge based economy activities in Israel. Journal of Technology Transfer 2006, 31:31-44.
    • (2006) Journal of Technology Transfer , vol.31 , pp. 31-44
    • Schwartz, D.1
  • 36
    • 17844389858 scopus 로고    scopus 로고
    • Visualizing demographic trajectories with self-organizing maps
    • Skupin A., Hagelman R. Visualizing demographic trajectories with self-organizing maps. GeoInformatica 2005, 9(2):159-179.
    • (2005) GeoInformatica , vol.9 , Issue.2 , pp. 159-179
    • Skupin, A.1    Hagelman, R.2
  • 37
    • 38549172961 scopus 로고    scopus 로고
    • The economic role of mobile professional and creative workers and their housing and residential preferences
    • Tomaney J., Bradley D. The economic role of mobile professional and creative workers and their housing and residential preferences. Town Planning Review 2007, 78(4):511-529.
    • (2007) Town Planning Review , vol.78 , Issue.4 , pp. 511-529
    • Tomaney, J.1    Bradley, D.2
  • 39
    • 0141885164 scopus 로고    scopus 로고
    • Residential amenities of knowledge-workers and the location of ICT-firms in the Netherlands
    • van Oort F.G., Weterings A., Verlinde H. Residential amenities of knowledge-workers and the location of ICT-firms in the Netherlands. Journal of Economic and Social Geography 2003, 94(4):516-523.
    • (2003) Journal of Economic and Social Geography , vol.94 , Issue.4 , pp. 516-523
    • van Oort, F.G.1    Weterings, A.2    Verlinde, H.3
  • 41
    • 66349112838 scopus 로고    scopus 로고
    • Visual data mining in spatial interaction analysis with self-organizing maps
    • Yan J., Thill J.C. Visual data mining in spatial interaction analysis with self-organizing maps. Environment and Planning B 2009, 36:466-486.
    • (2009) Environment and Planning B , vol.36 , pp. 466-486
    • Yan, J.1    Thill, J.C.2
  • 42
    • 34548726155 scopus 로고    scopus 로고
    • Attracting and retaining knowledge-workers in knowledge cities
    • Yigitcanlar T., Baum S., Horton S. Attracting and retaining knowledge-workers in knowledge cities. Journal of Knowledge Management 2010, 11(5):6-17.
    • (2010) Journal of Knowledge Management , vol.11 , Issue.5 , pp. 6-17
    • Yigitcanlar, T.1    Baum, S.2    Horton, S.3


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