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Brand-Mathematics




Cultural place branding & sustainable development: The experience of Bilbao

                   lvaro Fierro: alvaro.fierro@brand-mathematics.com
Presentation
Presentation
What does Brand Meaning?

   City of love?
Paris
Word of Mouth...
 or Word of Mouse
When there is a brand?
Exogenous and Endogenous
        Elements
Bilbao before october 1997
Bilbao post october 1997
Temporal Analysis Serie
Web 2.0 Pros: Latent Variables
Web 2.0 Cons: Noise
BBVA                                                                                Museo
              alexa.com                                                            Gastrono           Universi        Casco Terroris            Euskald             Plaza      Aste
                                        Guggenhei    (BBV        BEC      Athletic                                                       Bellas         Tranv鱈a                         Metro      Teatro
                Traffic     Bilbao                                                   m鱈a    Iberdrola dad             Viejo   mo                  una               Toros    Nagusia
                                         m Bilbao    desde      Bilbao    Bilbao                                                         Artes          Bilbao                          Bilbao     Arriaga
               Ranking                                                              Bilbao            Deusto          Bilbao Bilbao              Bilbao             Bilbao    Bilbao
                                                     1999)                                                                               Bilbao




 LABELS
 Google
                 1        31.500.000               6.490.000 308.000 64.500.000 941.000 2.510.000 718.000 194.000 899.000 461.000 587.000 225.000                225.000     180.000   435.000     189.000
  Search                                 3.380.000
  Yahoo          2        167.000.000   3.070.000 47.800.000 715.000 408.000.000 3.330.000 20.400.000 2.950.000 1.490.000 3.580.000 957.000 1.040.000 1.030.000 1.860.000    371.000   7.260.000   926.000
Google Blog
                 NA        2.718.262     64.650     417.080     14.278   10.503.958    53.678     134.533   18.393    9.901    58.590    14.125   15.525   13.493   30.595    11.962    60.915     25.763
  Search

  Google
News 1990-       NA        253.000        7.880     110.000     3.370     84.900       2.670      71.700     5.580    3.300    23.700    2.740    5.360    1.850    2.930     2.330     8.880       4.260
   2009
  Google
                 NA        188.000       188.000     12.000      923      389.000      10.800      5.760    24.400    2.070     4.770    4.080    1.050    1.810    4.820      271      11.400      1.830
 Scholar
  Google
                 NA         13.476       13.476      1.465       635        740         650        863       2.203     649      785       866      716      719      785       98        831        852
  Books
*yahoo.com       NA       168.000.000   6.490.000 47.800.000 714.000 27.400.000 3.280.000 20.800.000 3.160.000 1.490.000 3.600.000 955.000 1.040.000 1.020.000 1.860.000     371.000   7.180.000   927.000
Facebook          3        6.850.000     364.000    1.320.000   33.900    933.000     1.640.000   313.000   154.000   21.000   603.000   28.900   29.500   29.000   47.900    20.300   135.000     27.700
 YouTube          4          46.200        952       10.000      922       9.400          221       432       198      205       134        73     266       57       112     1.200      362        307
Wikipedia         6         600.000       93.800     150.000    13.800    280.000       40.100    31.500     9.310    6.870    36.300    10.700   29.700   8.370     7.830    9.830    25.400      6.320
 Myspace         11         979.000       97.000     313.000    17.900    112.000       71.800    29.600     6.340    6.060    50.700     9.370   8.270    5.160    14.400    10.600   39.000      8.660
  *Twitter       14        4.840.000      68.400    1.180.000   27.000    683.000      209.000    270.000    16.600   12.700   105.000   18.300   26.600   12.300   23.200    15.900   73.100      23.900
   Flickr        33         283.120       37.051      4.273     1.613     10.595          152      1.117     1.307    1.949      187       394    5.013     475       193     15.475    3.066      1.046
 LinkedIn        62         260.000       15.000     188.000    7.120     54.900        21.800    32.300     32.200   7.740     4.900     4.510   1.530    1.210     3.260     787      4.700      1.080
   Scribd       252          1.000         539         967       180        443           436       555       642      627       803       662     198      326       871      142       988        380
際際滷Share      507          2.214         254         677        26         86           36        200       306       33        51        82      32       42       60        13       398         29
del.icio.us     522          4.584         276        1.695        7        163           16        821       153       12        41         8      7        5         0        26        36         12
Technorati      644        1.070.000      64.200     508.000    99.000    239.000      114.000    156.000    8.260    7.600    341.000   21.600   9.760    10.600   34.900    6.900    37.300      11.000
Panoramio       693          36.200       8.350       3.750     3.960      6.850         4.310      953       373     6.700     3.410      495    4.300    1.150      813     3.770     4.940      4.220
 Tagzania      88.807        19.900       4.520        839      4.120      3.750         7.110      364       721      297      3.100      127    5.450     168       112     5.030     3.750       109
Bilbao: Web Audit
       spad7.0
Bilbao: Items Audit
        spad7.0
Seminario Basque Center for Applied Mathematics/ TCI
Seminario Basque Center for Applied Mathematics/ TCI
Seminario Basque Center for Applied Mathematics/ TCI
   Thank You!
Bibliography
   Pike, S (2002): Destination Image Analysis: A Review of 142 Papers from 1973- 2000. Tourism Management. Vol.
       23 (5), pp, 541- 549
   Pike, S (2009): Destination Brand Position of a Competitive Set of Near Home Destinations Tourism
       Management (30), pp, 857- 866)
   Plaza, B (2010): Valuing museums as economic engines: Willingness to pay or discounting of cash-flows? Journal
       of Cultural Heritage (11), pp, 155-162.
   Plaza, B. and Haarich, S.N. (2009): Museums for urban regeneration? Exploring conditions for their
       effectiveness. Journal Of Urban Regeneration and Renewal, Vol. 2 (3): pp. 259-271.
   Gallastegi, I (1986): An叩lisis de Series Temporales: Algunas T辿cnicas de Predicci坦n. Seminario Internacional de
       Estad鱈stica de Euskadi, pp, 80-98
   Box, G, Jenkins, G: Time Series Analysis: Forexasting and Control. Holden Day
   Lugosi, G, Gy旦rfi, l, Devroye, L (1996): A Probabilistic Theory of Pattern Recognition Stochastic Modelling and
       Applied Probability. Springer
   Hestie, T, Tibshirani, R, Friedman, J (2006): The Elements of Statistical Learning: Data Mining, Inference, and
      Prediction.
Ad

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Seminario Basque Center for Applied Mathematics/ TCI

  • 1. Brand-Mathematics Cultural place branding & sustainable development: The experience of Bilbao lvaro Fierro: alvaro.fierro@brand-mathematics.com
  • 4. What does Brand Meaning? City of love?
  • 7. or Word of Mouse
  • 8. When there is a brand?
  • 13. Web 2.0 Pros: Latent Variables
  • 14. Web 2.0 Cons: Noise
  • 15. BBVA Museo alexa.com Gastrono Universi Casco Terroris Euskald Plaza Aste Guggenhei (BBV BEC Athletic Bellas Tranv鱈a Metro Teatro Traffic Bilbao m鱈a Iberdrola dad Viejo mo una Toros Nagusia m Bilbao desde Bilbao Bilbao Artes Bilbao Bilbao Arriaga Ranking Bilbao Deusto Bilbao Bilbao Bilbao Bilbao Bilbao 1999) Bilbao LABELS Google 1 31.500.000 6.490.000 308.000 64.500.000 941.000 2.510.000 718.000 194.000 899.000 461.000 587.000 225.000 225.000 180.000 435.000 189.000 Search 3.380.000 Yahoo 2 167.000.000 3.070.000 47.800.000 715.000 408.000.000 3.330.000 20.400.000 2.950.000 1.490.000 3.580.000 957.000 1.040.000 1.030.000 1.860.000 371.000 7.260.000 926.000 Google Blog NA 2.718.262 64.650 417.080 14.278 10.503.958 53.678 134.533 18.393 9.901 58.590 14.125 15.525 13.493 30.595 11.962 60.915 25.763 Search Google News 1990- NA 253.000 7.880 110.000 3.370 84.900 2.670 71.700 5.580 3.300 23.700 2.740 5.360 1.850 2.930 2.330 8.880 4.260 2009 Google NA 188.000 188.000 12.000 923 389.000 10.800 5.760 24.400 2.070 4.770 4.080 1.050 1.810 4.820 271 11.400 1.830 Scholar Google NA 13.476 13.476 1.465 635 740 650 863 2.203 649 785 866 716 719 785 98 831 852 Books *yahoo.com NA 168.000.000 6.490.000 47.800.000 714.000 27.400.000 3.280.000 20.800.000 3.160.000 1.490.000 3.600.000 955.000 1.040.000 1.020.000 1.860.000 371.000 7.180.000 927.000 Facebook 3 6.850.000 364.000 1.320.000 33.900 933.000 1.640.000 313.000 154.000 21.000 603.000 28.900 29.500 29.000 47.900 20.300 135.000 27.700 YouTube 4 46.200 952 10.000 922 9.400 221 432 198 205 134 73 266 57 112 1.200 362 307 Wikipedia 6 600.000 93.800 150.000 13.800 280.000 40.100 31.500 9.310 6.870 36.300 10.700 29.700 8.370 7.830 9.830 25.400 6.320 Myspace 11 979.000 97.000 313.000 17.900 112.000 71.800 29.600 6.340 6.060 50.700 9.370 8.270 5.160 14.400 10.600 39.000 8.660 *Twitter 14 4.840.000 68.400 1.180.000 27.000 683.000 209.000 270.000 16.600 12.700 105.000 18.300 26.600 12.300 23.200 15.900 73.100 23.900 Flickr 33 283.120 37.051 4.273 1.613 10.595 152 1.117 1.307 1.949 187 394 5.013 475 193 15.475 3.066 1.046 LinkedIn 62 260.000 15.000 188.000 7.120 54.900 21.800 32.300 32.200 7.740 4.900 4.510 1.530 1.210 3.260 787 4.700 1.080 Scribd 252 1.000 539 967 180 443 436 555 642 627 803 662 198 326 871 142 988 380 際際滷Share 507 2.214 254 677 26 86 36 200 306 33 51 82 32 42 60 13 398 29 del.icio.us 522 4.584 276 1.695 7 163 16 821 153 12 41 8 7 5 0 26 36 12 Technorati 644 1.070.000 64.200 508.000 99.000 239.000 114.000 156.000 8.260 7.600 341.000 21.600 9.760 10.600 34.900 6.900 37.300 11.000 Panoramio 693 36.200 8.350 3.750 3.960 6.850 4.310 953 373 6.700 3.410 495 4.300 1.150 813 3.770 4.940 4.220 Tagzania 88.807 19.900 4.520 839 4.120 3.750 7.110 364 721 297 3.100 127 5.450 168 112 5.030 3.750 109
  • 16. Bilbao: Web Audit spad7.0
  • 21. Thank You!
  • 22. Bibliography Pike, S (2002): Destination Image Analysis: A Review of 142 Papers from 1973- 2000. Tourism Management. Vol. 23 (5), pp, 541- 549 Pike, S (2009): Destination Brand Position of a Competitive Set of Near Home Destinations Tourism Management (30), pp, 857- 866) Plaza, B (2010): Valuing museums as economic engines: Willingness to pay or discounting of cash-flows? Journal of Cultural Heritage (11), pp, 155-162. Plaza, B. and Haarich, S.N. (2009): Museums for urban regeneration? Exploring conditions for their effectiveness. Journal Of Urban Regeneration and Renewal, Vol. 2 (3): pp. 259-271. Gallastegi, I (1986): An叩lisis de Series Temporales: Algunas T辿cnicas de Predicci坦n. Seminario Internacional de Estad鱈stica de Euskadi, pp, 80-98 Box, G, Jenkins, G: Time Series Analysis: Forexasting and Control. Holden Day Lugosi, G, Gy旦rfi, l, Devroye, L (1996): A Probabilistic Theory of Pattern Recognition Stochastic Modelling and Applied Probability. Springer Hestie, T, Tibshirani, R, Friedman, J (2006): The Elements of Statistical Learning: Data Mining, Inference, and Prediction.