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Volumn 40, Issue , 2015, Pages 29-38

Geo-reCAPTCHA: Crowdsourcing large amounts of geographic information from earth observation data

Author keywords

Crowdsourcing; Geo reCAPTCHA; reCAPTCHA; User generated geographic information; Volunteered geographic information

Indexed keywords

DIGITIZATION; EMPIRICAL ANALYSIS; GIS;

EID: 84943609393     PISSN: 15698432     EISSN: 1872826X     Source Type: Journal    
DOI: 10.1016/j.jag.2015.03.012     Document Type: Article
Times cited : (16)

References (48)
  • 1
    • 79957980474 scopus 로고    scopus 로고
    • Challenges of CAPTCHA in the accessibility of Indian regional websites
    • Bangalore, India
    • Banday, M.T., Shah, N.A., 2011. Challenges of CAPTCHA in the accessibility of Indian regional websites. In: Proceedings of COMPUTE '11, Bangalore, India, http://dx.doi.org/10.1145/1980422.1980453.
    • (2011) Proceedings of COMPUTE '11
    • Banday, M.T.1    Shah, N.A.2
  • 2
    • 84943591228 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • builtWith, 2014. reCAPTCHA Usage statistics. Available from (accessed 6.08.14.).
    • (2014) reCAPTCHA Usage statistics
  • 4
    • 84943620114 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • CITI-SENSE, 2014. Available from (accessed 6.08.14.).
    • (2014)
  • 6
    • 84880321994 scopus 로고    scopus 로고
    • Using control data to determine the reliability of volunteered geographic information about land cover
    • Comber, A., See, L., Fritz, S., Van der Velde, M., Perger, C., Foody, G., 2013. Using control data to determine the reliability of volunteered geographic information about land cover. Int. J. Appl. Earth Obs. Geoinf. 23, 37-48, http://dx.doi.org/10.1016/j.jag.2012.11.002.
    • (2013) Int. J. Appl. Earth Obs. Geoinf , vol.23 , pp. 37-48
    • Comber, A.1    See, L.2    Fritz, S.3    Van der Velde, M.4    Perger, C.5    Foody, G.6
  • 7
    • 84943656083 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • DigitalGlobe, 2014. Lending eyes for Moore Oklahoma. Available from (accessed 6.08.14.).
    • (2014) Lending eyes for Moore Oklahoma
  • 8
    • 49849094742 scopus 로고    scopus 로고
    • The credibility of volunteered geographic information
    • Flanagin, A.J., Metzger, M.J., 2008. The credibility of volunteered geographic information. Geo. J. 72, 137-148, http://dx.doi.org/10.1007/s10708-008-9188-y.
    • (2008) Geo. J , vol.72 , pp. 137-148
    • Flanagin, A.J.1    Metzger, M.J.2
  • 9
    • 84888860604 scopus 로고    scopus 로고
    • Assessing the accuracy of volunteered geographic information arising from multiple contributors to an internet based collaborative project
    • Foody, G.M., See, L., Fritz, S., Van der Velde, M., Perger, C., Schill, G., Boyd, D.S., 2013. Assessing the accuracy of volunteered geographic information arising from multiple contributors to an internet based collaborative project. Trans. GIS 17 (6), 847-860.
    • (2013) Trans. GIS , vol.17 , Issue.6 , pp. 847-860
    • Foody, G.M.1    See, L.2    Fritz, S.3    Van der Velde, M.4    Perger, C.5    Schill, G.6    Boyd, D.S.7
  • 10
    • 70449402784 scopus 로고    scopus 로고
    • Geo-Wiki.Org: the use of crowdsourcing to improve global land cover
    • Fritz, S., McCallum, I., Schill, C., Perger, C., Grillmayer, R., 2009. Geo-Wiki.Org: the use of crowdsourcing to improve global land cover. Remote Sens. 1 (3), 345-354, http://dx.doi.org/10.3390/rs1030345.
    • (2009) Remote Sens , vol.1 , Issue.3 , pp. 345-354
    • Fritz, S.1    McCallum, I.2    Schill, C.3    Perger, C.4    Grillmayer, R.5
  • 12
    • 84943628460 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • Geo-Wiki, 2014. Available from (accessed 6.08.14.).
    • (2014)
  • 14
    • 36749037169 scopus 로고    scopus 로고
    • Citizens as sensors: the world of volunteered geography
    • Goodchild, M.F., 2007. Citizens as sensors: the world of volunteered geography. Geo. J. 69 (4), 211-221, http://dx.doi.org/10.1007/s10708-007-9111-y.
    • (2007) Geo. J , vol.69 , Issue.4 , pp. 211-221
    • Goodchild, M.F.1
  • 15
    • 85083953281 scopus 로고    scopus 로고
    • Multi-digit number recognition from street view imagery using deep convolutional neural networks
    • arXiv:1312.6082v4
    • Goodfellow, I.J., Bulatov, Y., Ibarz, J., Arnoud, S., Shet, V., 2014. Multi-digit number recognition from street view imagery using deep convolutional neural networks. CoRR. .
    • (2014) CoRR
    • Goodfellow, I.J.1    Bulatov, Y.2    Ibarz, J.3    Arnoud, S.4    Shet, V.5
  • 17
    • 84943611220 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • Google, 2014. BucketMan-coloring your city. Available from: (accessed 6.08.14.).
    • (2014) BucketMan-coloring your city
  • 18
    • 84943612298 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • Google, 2014. Locus map free-outdoor GPS. Available from: (accessed 6.08.14.).
    • (2014) Locus map free-outdoor GPS
  • 20
    • 78650534933 scopus 로고    scopus 로고
    • How many volunteers does it take to map an area well? The validity of Linus' law to volunteered geographic information
    • Haklay, M.M., Basiouka, S., Antoniou, V., Ather, A., 2010. How many volunteers does it take to map an area well? The validity of Linus' law to volunteered geographic information. Cartogr. J. 47 (4), 315-322, http://dx.doi.org/10.1179/000870410x12911304958827.
    • (2010) Cartogr. J , vol.47 , Issue.4 , pp. 315-322
    • Haklay, M.M.1    Basiouka, S.2    Antoniou, V.3    Ather, A.4
  • 21
    • 0003365239 scopus 로고    scopus 로고
    • Evaluation of automatic road extraction
    • 4W2
    • Heipke, C., Mayer, H., Wiedemann, C., 1997. Evaluation of automatic road extraction. IAPRS 32, 151-160, Part 3-4W2.
    • (1997) IAPRS , vol.32 , pp. 151-160
    • Heipke, C.1    Mayer, H.2    Wiedemann, C.3
  • 22
    • 79955608525 scopus 로고    scopus 로고
    • CAPTCHAs: an artificial intelligence application to web security
    • Hidalgo, J.M.G., Alvarez, G., 2011. CAPTCHAs: an artificial intelligence application to web security. Adv. Comput. 83, 109-181, http://dx.doi.org/10.1016/B978-0-12-385510-73-5.
    • (2011) Adv. Comput , vol.83 , pp. 109-181
    • Hidalgo, J.M.G.1    Alvarez, G.2
  • 23
    • 84889780837 scopus 로고    scopus 로고
    • Identification of structural landmarks in a park using movement data collected in a location-based game
    • Orlando FL, USA
    • Jordan, K.O., Sheptykin, I., Grüter, B., Vatterrott, H.-R., 2013. Identification of structural landmarks in a park using movement data collected in a location-based game. In: Proceedings of ACM SIGSPATIAL COMP'13, Orlando FL, USA, pp. 1-8, http://dx.doi.org/10.1145/2534848.2534853.
    • (2013) Proceedings of ACM SIGSPATIAL COMP'13 , pp. 1-8
    • Jordan, K.O.1    Sheptykin, I.2    Grüter, B.3    Vatterrott, H.-R.4
  • 24
    • 84891662852 scopus 로고    scopus 로고
    • A new image-based CAPTCHA using the orientation of the polygonally cropped sub-images
    • Kim, J.-W., Chung, W.-K., Cho, H.-G., 2010. A new image-based CAPTCHA using the orientation of the polygonally cropped sub-images. Visual Comput. 26 (6-8), 1135-1143, http://dx.doi.org/10.1007/s00371-010-0469-3.
    • (2010) Visual Comput , vol.26 , Issue.6-8 , pp. 1135-1143
    • Kim, J.-W.1    Chung, W.-K.2    Cho, H.-G.3
  • 25
    • 84921439741 scopus 로고    scopus 로고
    • Updating digital elevation models via change detection and fusion of human and remote sensor data in urban environments
    • Klonner, C., Barron, C., Neis, P., Höfle, B., 2014. Updating digital elevation models via change detection and fusion of human and remote sensor data in urban environments. Int. J. Digital Earth, http://dx.doi.org/10.1080/17538947.2014.881427.
    • (2014) Int. J. Digital Earth
    • Klonner, C.1    Barron, C.2    Neis, P.3    Höfle, B.4
  • 26
    • 84920520442 scopus 로고    scopus 로고
    • Web-based visualization and object-based analysis of 3D geoinformation from laser scanning point clouds
    • Koenig, K., Kiefer, A., Höfle, B., 2013. Web-based visualization and object-based analysis of 3D geoinformation from laser scanning point clouds. gisSCIENCE 26 (2), 70-76.
    • (2013) gisSCIENCE , vol.26 , Issue.2 , pp. 70-76
    • Koenig, K.1    Kiefer, A.2    Höfle, B.3
  • 27
    • 84922464601 scopus 로고    scopus 로고
    • Changing the rules: acquiring quality assured geospatial data with location-based games
    • Kyoto, Japan
    • Matyas, S., Kiefer, P., Schlieder, C., 2012. Changing the rules: acquiring quality assured geospatial data with location-based games. In: Proceedings of GAME-ON ASIA'2012, Kyoto, Japan, pp. 44-50.
    • (2012) Proceedings of GAME-ON ASIA'2012 , pp. 44-50
    • Matyas, S.1    Kiefer, P.2    Schlieder, C.3
  • 28
    • 84903152550 scopus 로고    scopus 로고
    • Real-time crisis mapping of natural disasters using social media
    • Middleton, S.E., Middleton, L., Modafferi, S., 2014. Real-time crisis mapping of natural disasters using social media. IEEE Intell. Syst. 29 (2), 9-17, http://dx.doi.org/10.1109/MIS.2013.126.
    • (2014) IEEE Intell. Syst , vol.29 , Issue.2 , pp. 9-17
    • Middleton, S.E.1    Middleton, L.2    Modafferi, S.3
  • 29
    • 84943655661 scopus 로고    scopus 로고
    • MSF UK. (accessed 10.11.14.)
    • MSF UK, 2014. Missing maps project, MSF UK. Available from (accessed 10.11.14.).
    • (2014) Missing maps project
  • 30
    • 84889645576 scopus 로고    scopus 로고
    • Towards automatic vandalism detection in OpenStreetMap
    • Neis, P., Goetz, M., Zipf, A., 2012. Towards automatic vandalism detection in OpenStreetMap. ISPRS Int. J. Geo. Inf. 1, 315-332, http://dx.doi.org/10.3390/ijgi1030315.
    • (2012) ISPRS Int. J. Geo. Inf , vol.1 , pp. 315-332
    • Neis, P.1    Goetz, M.2    Zipf, A.3
  • 31
    • 84881275906 scopus 로고    scopus 로고
    • Analyzing the contributor activity of a volunteered geographic information project-the case of OpenStreetMap
    • Neis, P., Zipf, A., 2012. Analyzing the contributor activity of a volunteered geographic information project-the case of OpenStreetMap. ISPRS Int. J. Geo. Inf. 1, 146-165, http://dx.doi.org/10.3390/ijgi1020146.
    • (2012) ISPRS Int. J. Geo. Inf , vol.1 , pp. 146-165
    • Neis, P.1    Zipf, A.2
  • 32
    • 84891366063 scopus 로고    scopus 로고
    • Generation of a tailored routing network for disabled people based on collaboratively collected geodata
    • Neis, P., Zielstra, D., 2014. Generation of a tailored routing network for disabled people based on collaboratively collected geodata. Appl. Geogr. 47, 70-77, http://dx.doi.org/10.1016/j.apgeog.2013.12.004.
    • (2014) Appl. Geogr , vol.47 , pp. 70-77
    • Neis, P.1    Zielstra, D.2
  • 34
    • 84943644767 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • OpenStreetMap, 2014. OpenStreetMap statistics. Available from (accessed 6.08.14.).
    • (2014) OpenStreetMap statistics
  • 35
    • 84943643956 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • OpenStreetMap, 2014. Map features-OpenStreetMap Wiki. Available from (accessed 6.08.14.).
    • (2014) Map features-OpenStreetMap Wiki
  • 36
    • 84943644613 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • Pallas Ludens, 2014. Available from (accessed 6.08.14.).
    • (2014)
  • 39
    • 84885470330 scopus 로고    scopus 로고
    • Location based social networks-definition, current state of the art and research agenda
    • Roick, O., Heuser, S., 2013. Location based social networks-definition, current state of the art and research agenda. Trans. GIS 17 (5), 763-784, http://dx.doi.org/10.1111/tgis.12032.
    • (2013) Trans. GIS , vol.17 , Issue.5 , pp. 763-784
    • Roick, O.1    Heuser, S.2
  • 40
    • 84872196778 scopus 로고    scopus 로고
    • A survey and analysis of current CAPTCHA approaches
    • Roshanbin, N., Miller, J., 2013. A survey and analysis of current CAPTCHA approaches. J. Web Eng. 12 (1-2), 1-40.
    • (2013) J. Web Eng , vol.12 , Issue.1-2 , pp. 1-40
    • Roshanbin, N.1    Miller, J.2
  • 41
  • 42
    • 84927805405 scopus 로고    scopus 로고
    • Cropland capture: a gaming approach to improve global land cover
    • Castellon Spain, 3-6 June 2014
    • See, L., Sturn, T., Perger, C., Fritz, S., McCallum, I., Salk, C., 2014. Cropland capture: a gaming approach to improve global land cover. In: Proceeding of AGILE'2014, Castellon Spain, 3-6 June 2014.
    • (2014) Proceeding of AGILE'2014
    • See, L.1    Sturn, T.2    Perger, C.3    Fritz, S.4    McCallum, I.5    Salk, C.6
  • 43
    • 84943598905 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • Tomnod, 2014. Available from (accessed 6.08.14.).
    • (2014)
  • 44
    • 35248831179 scopus 로고    scopus 로고
    • CAPTCHA: using hard AI problems for security. Advances in cryptology-EUROCRYPT 2003
    • von Ahn, L., Blum, M., Hoppe, N.J., Langford, J., 2003. CAPTCHA: using hard AI problems for security. Advances in cryptology-EUROCRYPT 2003. Lect. Notes Comput. Sci. 2656, 294-311, http://dx.doi.org/10.1007/3-540-39200-9 18.
    • (2003) Lect. Notes Comput. Sci , vol.2656 , pp. 294-311
    • von Ahn, L.1    Blum, M.2    Hoppe, N.J.3    Langford, J.4
  • 45
    • 51749107030 scopus 로고    scopus 로고
    • reCAPTCHA: human-based character recognition via web security measures
    • von Ahn, L., Maurer, B., McMillen, C., Abraham, D., Blum, M., 2008. reCAPTCHA: human-based character recognition via web security measures. Science 321 (5895), 1465-1468, http://dx.doi.org/10.1126/science.1160379.
    • (2008) Science , vol.321 , Issue.5895 , pp. 1465-1468
    • von Ahn, L.1    Maurer, B.2    McMillen, C.3    Abraham, D.4    Blum, M.5
  • 46
    • 84874336069 scopus 로고    scopus 로고
    • GeoCAPTCHA-a novel personalized CAPTCHA using geographic concept to defend against 3rd party human attack
    • Wei, T.-E., Jeng, A.B., Lee, H.-M., 2012. GeoCAPTCHA-a novel personalized CAPTCHA using geographic concept to defend against 3rd party human attack. Proceedings of IEEE IPCCC, 392-299. <10.1109/PCCC.2012.6407782>.
    • (2012) Proceedings of IEEE IPCCC , pp. 392-399
    • Wei, T.-E.1    Jeng, A.B.2    Lee, H.-M.3
  • 47
    • 84943595468 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • WeSenseIt, 2014. Available from (accessed 6.08.14.).
    • (2014)
  • 48
    • 84943635676 scopus 로고    scopus 로고
    • (accessed 6.08.14.)
    • Wikimapia, 2014. Available from (accessed 6.08.14.).
    • (2014)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.