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Volumn 61, Issue , 2017, Pages 172-186

Constructing gazetteers from volunteered Big Geo-Data based on Hadoop

Author keywords

Big Geo Data; CyberGIS; Gazetteers; Hadoop; Scalable geoprocessing workflow; Volunteered geographic information

Indexed keywords

DATA MINING; GEOGRAPHIC INFORMATION SYSTEMS; QUALITY ASSURANCE;

EID: 84895597100     PISSN: 01989715     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compenvurbsys.2014.02.004     Document Type: Article
Times cited : (122)

References (71)
  • 1
    • 84889869183 scopus 로고    scopus 로고
    • (2012). On the geo-indicativeness of non-georeferenced text. In ICWSM 2012 (pp. 375–378). AAAI Press.
    • Adams, B., & Janowicz, K. (2012). On the geo-indicativeness of non-georeferenced text. In ICWSM 2012 (pp. 375–378). AAAI Press.
    • Adams, B.1    Janowicz, K.2
  • 2
    • 84889672006 scopus 로고    scopus 로고
    • (2013). Inferring thematic places from spatially referenced natural language descriptions. In Crowdsourcing geographic knowledge (pp. 201–221). Springer Press.
    • Adams, B., & McKenzie, G. (2013). Inferring thematic places from spatially referenced natural language descriptions. In Crowdsourcing geographic knowledge (pp. 201–221). Springer Press.
    • Adams, B.1    McKenzie, G.2
  • 3
    • 84890596590 scopus 로고    scopus 로고
    • (2012). Frankenplace: An application for similarity-based place search. In ICWSM. AAAI Press.
    • Adams, B., & McKenzie, G. (2012). Frankenplace: An application for similarity-based place search. In ICWSM. AAAI Press.
    • Adams, B.1    McKenzie, G.2
  • 4
    • 84952314389 scopus 로고    scopus 로고
    • Space and place
    • J. Agnew D. Livingstone SAGE Thousand Oaks (chapter 23)
    • Agnew, J., Space and place. Agnew, J., Livingstone, D., (eds.) The SAGE handbook of geographical knowledge, 2011, SAGE, Thousand Oaks, 316–330 (chapter 23).
    • (2011) The SAGE handbook of geographical knowledge , pp. 316-330
    • Agnew, J.1
  • 5
    • 84891059308 scopus 로고    scopus 로고
    • Hadoop-GIS: A high performance spatial data warehousing system over MapReduce
    • Aji, A., Wang, F., Vo, H., Lee, R., Liu, Q., Zhang, X., et al. Hadoop-GIS: A high performance spatial data warehousing system over MapReduce. Proceedings of the VLDB Endowment 6:11 (2013), 1009–1020.
    • (2013) Proceedings of the VLDB Endowment , vol.6 , Issue.11 , pp. 1009-1020
    • Aji, A.1    Wang, F.2    Vo, H.3    Lee, R.4    Liu, Q.5    Zhang, X.6
  • 9
    • 63649117166 scopus 로고    scopus 로고
    • Cloud computing and emerging it platforms: Vision, hype, and reality for delivering computing as the 5th utility
    • Buyya, R., Yeo, C.S., Venugopal, S., Broberg, J., Brandic, I., Cloud computing and emerging it platforms: Vision, hype, and reality for delivering computing as the 5th utility. Future Generation Computer Systems 25 (2009), 599–616.
    • (2009) Future Generation Computer Systems , vol.25 , pp. 599-616
    • Buyya, R.1    Yeo, C.S.2    Venugopal, S.3    Broberg, J.4    Brandic, I.5
  • 10
    • 74049134294 scopus 로고    scopus 로고
    • (2009). From GPS traces to a routable road map. In Proceedings of the 17th ACM SIGSPATIAL international conference on advances in geographic information systems (pp. 3–12). ACM.
    • Cao, L., & Krumm, J. (2009). From GPS traces to a routable road map. In Proceedings of the 17th ACM SIGSPATIAL international conference on advances in geographic information systems (pp. 3–12). ACM.
    • Cao, L.1    Krumm, J.2
  • 11
    • 0033740262 scopus 로고    scopus 로고
    • Fuzzy objects for geographical information systems
    • Cross, V., Firat, A., Fuzzy objects for geographical information systems. Fuzzy Sets and Systems 113 (2000), 19–36.
    • (2000) Fuzzy Sets and Systems , vol.113 , pp. 19-36
    • Cross, V.1    Firat, A.2
  • 12
    • 37549003336 scopus 로고    scopus 로고
    • Mapreduce: Simplified data processing onlarge clusters
    • Dean, J., Ghemawat, S., Mapreduce: Simplified data processing onlarge clusters. Communications of the ACM 51 (2008), 107–113.
    • (2008) Communications of the ACM , vol.51 , pp. 107-113
    • Dean, J.1    Ghemawat, S.2
  • 13
    • 77958064947 scopus 로고    scopus 로고
    • (2010). A design of RESTful style digital gazetteer service in cloud computing environment. In Proceedings of the 18th international conference on geoinformatics (pp. 1–6). IEEE.
    • Gao, S., Yu, H., Gao, Y., & Sun, Y. (2010). A design of RESTful style digital gazetteer service in cloud computing environment. In Proceedings of the 18th international conference on geoinformatics (pp. 1–6). IEEE.
    • Gao, S.1    Yu, H.2    Gao, Y.3    Sun, Y.4
  • 14
    • 84889811225 scopus 로고    scopus 로고
    • (2013). Towards platial joins and buffers in place-based GIS. In Proceedings of the 1st ACM SIGSPATIAL international workshop on computational models of place (COMP’ 2013) (pp. 1–8). ACM.
    • Gao, S., Janowicz, K., McKenzie, G., & Li, L. (2013). Towards platial joins and buffers in place-based GIS. In Proceedings of the 1st ACM SIGSPATIAL international workshop on computational models of place (COMP’ 2013) (pp. 1–8). ACM.
    • Gao, S.1    Janowicz, K.2    McKenzie, G.3    Li, L.4
  • 16
    • 3042588991 scopus 로고    scopus 로고
    • The alexandria digital library: Review, assessment, and prospects
    • Goodchild, M.F., The alexandria digital library: Review, assessment, and prospects. D-Lib Magazine, 10, 2004.
    • (2004) D-Lib Magazine , vol.10
    • Goodchild, M.F.1
  • 17
    • 36749037169 scopus 로고    scopus 로고
    • Citizens as sensors: The world of volunteered geography
    • Goodchild, M.F., Citizens as sensors: The world of volunteered geography. GeoJournal 69 (2007), 211–221.
    • (2007) GeoJournal , vol.69 , pp. 211-221
    • Goodchild, M.F.1
  • 18
    • 84859131073 scopus 로고    scopus 로고
    • Formalizing place in geographic information systems
    • L.M. Burton S.P. Kemp M.-C. Leung S.A. Matthews D.T. Takeuchi Springer New York
    • Goodchild, M.F., Formalizing place in geographic information systems. Burton, L.M., Kemp, S.P., Leung, M.-C., Matthews, S.A., Takeuchi, D.T., (eds.) Communities, neighborhoods, and health: Expanding the boundaries of place, 2011, Springer, New York, 21–35.
    • (2011) Communities, neighborhoods, and health: Expanding the boundaries of place , pp. 21-35
    • Goodchild, M.F.1
  • 21
    • 84864298673 scopus 로고    scopus 로고
    • Assuring the quality of volunteered geographic information
    • Goodchild, M.F., Li, L., Assuring the quality of volunteered geographic information. Spatial Statistics 1 (2012), 110–120.
    • (2012) Spatial Statistics , vol.1 , pp. 110-120
    • Goodchild, M.F.1    Li, L.2
  • 22
    • 85045772616 scopus 로고    scopus 로고
    • Formalizing space and place
    • P. Beckouche C. Grasland F. Guérin-Pace J.-Y. Moisseron Éditions Karthala Paris
    • Goodchild, M.F., Li, L., Formalizing space and place. Beckouche, P., Grasland, C., Guérin-Pace, F., Moisseron, J.-Y., (eds.) Fonder les Sciences du Territoire, 2012, Éditions Karthala, Paris, 83–94.
    • (2012) Fonder les Sciences du Territoire , pp. 83-94
    • Goodchild, M.F.1    Li, L.2
  • 23
    • 50449103243 scopus 로고    scopus 로고
    • Georeferencing locality descriptions and computing associated uncertainty using a probabilistic approach
    • Guo, Q., Liu, Y., Wieczorek, J., Georeferencing locality descriptions and computing associated uncertainty using a probabilistic approach. International Journal of Geographical Information Science 22 (2008), 1067–1090.
    • (2008) International Journal of Geographical Information Science , vol.22 , pp. 1067-1090
    • Guo, Q.1    Liu, Y.2    Wieczorek, J.3
  • 24
    • 0030421978 scopus 로고    scopus 로고
    • (1996). Re-place-ing space: The roles of place and space in collaborative systems. In Proceedings of the 1996 ACM conference on Computer supported cooperative work (pp. 67–76). ACM.
    • Harrison, S., & Dourish, P. (1996). Re-place-ing space: The roles of place and space in collaborative systems. In Proceedings of the 1996 ACM conference on Computer supported cooperative work (pp. 67–76). ACM.
    • Harrison, S.1    Dourish, P.2
  • 25
    • 0032788345 scopus 로고    scopus 로고
    • Semantic interoperability: A central issue for sharing geographic information
    • Harvey, F., Kuhn, W., Pundt, H., Bishr, Y., Riedemann, C., Semantic interoperability: A central issue for sharing geographic information. The Annals of Regional Science 33:2 (1999), 213–232.
    • (1999) The Annals of Regional Science , vol.33 , Issue.2 , pp. 213-232
    • Harvey, F.1    Kuhn, W.2    Pundt, H.3    Bishr, Y.4    Riedemann, C.5
  • 27
    • 84937433346 scopus 로고    scopus 로고
    • L. (2000). Core elements of digital gazetteers: Placenames, categories, and footprints. In Research and advanced technology for digital libraries (pp. 280–290). Springer.
    • Hill, L. L. (2000). Core elements of digital gazetteers: Placenames, categories, and footprints. In Research and advanced technology for digital libraries (pp. 280–290). Springer.
    • Hill, L.1
  • 28
    • 41049103917 scopus 로고    scopus 로고
    • Georeferencing: The geographic associations of information
    • The MIT Press Cambridge & London
    • Hill, L.L., Georeferencing: The geographic associations of information. 2006, The MIT Press, Cambridge & London.
    • (2006)
    • Hill, L.L.1
  • 29
    • 3242790362 scopus 로고    scopus 로고
    • Geographic names: The implementation of a gazetteer in a georeferenced digital library
    • January
    • Hill, L., Frew, J., Zheng, Q., Geographic names: The implementation of a gazetteer in a georeferenced digital library. D-Lib Magazine, 1999 January.
    • (1999) D-Lib Magazine
    • Hill, L.1    Frew, J.2    Zheng, Q.3
  • 33
    • 84885882924 scopus 로고    scopus 로고
    • Geospatial semantics and linked spatiotemporal data-past, present, and future
    • Janowicz, K., Scheider, S., Pehle, T., Hart, G., Geospatial semantics and linked spatiotemporal data-past, present, and future. Semantic Web 3 (2012), 321–332.
    • (2012) Semantic Web , vol.3 , pp. 321-332
    • Janowicz, K.1    Scheider, S.2    Pehle, T.3    Hart, G.4
  • 34
    • 43949083267 scopus 로고    scopus 로고
    • (2001). Geographical information retrieval with ontologies of place. In Spatial information theory (pp. 322–335). Springer.
    • Jones, C. B., Alani, H., & Tudhope, D. (2001). Geographical information retrieval with ontologies of place. In Spatial information theory (pp. 322–335). Springer.
    • Jones, C.B.1    Alani, H.2    Tudhope, D.3
  • 36
    • 84981321777 scopus 로고    scopus 로고
    • (2009). Towards optimizing Hadoop provisioning in the cloud. In Proceedings of the first workshop on hot topics in cloud computing (pp. 1–5).
    • Kambatla, K., Pathak, A., & Pucha, H. (2009). Towards optimizing Hadoop provisioning in the cloud. In Proceedings of the first workshop on hot topics in cloud computing (pp. 1–5).
    • Kambatla, K.1    Pathak, A.2    Pucha, H.3
  • 37
    • 84939632422 scopus 로고    scopus 로고
    • de Groot, R. T. A. (2013). Trust as a proxy measure for the quality of volunteered geographic information in the case of OpenStreetMap. In Geographic information science at the heart of Europe (pp. 21–37). Springer International Publishing.
    • Keßler, C., & de Groot, R. T. A. (2013). Trust as a proxy measure for the quality of volunteered geographic information in the case of OpenStreetMap. In Geographic information science at the heart of Europe (pp. 21–37). Springer International Publishing.
    • Keßler, C.1
  • 38
    • 74049147817 scopus 로고    scopus 로고
    • (2009). An agenda for the next generation gazetteer: Geographic information contribution and retrieval. In Proceedings of the 17th ACM SIGSPATIAL international conference on advances in geographic information systems (pp. 91–100). ACM.
    • Keßler, C., Janowicz, K., & Bishr, M. (2009). An agenda for the next generation gazetteer: Geographic information contribution and retrieval. In Proceedings of the 17th ACM SIGSPATIAL international conference on advances in geographic information systems (pp. 91–100). ACM.
    • Keßler, C.1    Janowicz, K.2    Bishr, M.3
  • 39
    • 78650672146 scopus 로고    scopus 로고
    • (2009). Bottom-up gazetteers: Learning from the implicit semantics of geotags. In GeoSpatial semantics (pp. 83–102). Springer.
    • Keßler, C., Maué, P., Heuer, J. T., & Bartoschek, T. (2009). Bottom-up gazetteers: Learning from the implicit semantics of geotags. In GeoSpatial semantics (pp. 83–102). Springer.
    • Keßler, C.1    Maué, P.2    Heuer, J.T.3    Bartoschek, T.4
  • 40
    • 0031399692 scopus 로고    scopus 로고
    • Point-in-polygon analysis under certainty and uncertainty
    • Leung, Y., Yan, J., Point-in-polygon analysis under certainty and uncertainty. GeoInformatica 1 (1997), 93–114.
    • (1997) GeoInformatica , vol.1 , pp. 93-114
    • Leung, Y.1    Yan, J.2
  • 41
    • 84875181765 scopus 로고    scopus 로고
    • F. (2012). Constructing places from spatial footprints. In Proceedings of the 1st ACM SIGSPATIAL international workshop on crowdsourced and volunteered geographic information (pp. 15–21). ACM.
    • Li, L., & Goodchild, M. F. (2012). Constructing places from spatial footprints. In Proceedings of the 1st ACM SIGSPATIAL international workshop on crowdsourced and volunteered geographic information (pp. 15–21). ACM.
    • Li, L.1    Goodchild, M.2
  • 42
    • 85002747605 scopus 로고    scopus 로고
    • (2008). Internet-based spatial information retrieval. In Encyclopedia of GIS (pp. 596–599). Springer.
    • Li, W., Yang, P., Zhou, B. (2008). Internet-based spatial information retrieval. In Encyclopedia of GIS (pp. 596–599). Springer.
    • Li, W.1    Yang, P.2    Zhou, B.3
  • 43
    • 85002646073 scopus 로고    scopus 로고
    • A service-oriented smart cybergis framework for data-intensive geospatial problems. In M. F. Goodchild, & S. Wang (Eds.), CyberGIS: Fostering a new wave of geospatial discovery and innovation. Springer (in press).
    • Li, W., Goodchild, M. F., Anselin, L., & Weber, K. A service-oriented smart cybergis framework for data-intensive geospatial problems. In M. F. Goodchild, & S. Wang (Eds.), CyberGIS: Fostering a new wave of geospatial discovery and innovation. Springer (in press).
    • Li, W.1    Goodchild, M.F.2    Anselin, L.3    Weber, K.4
  • 44
    • 84878548460 scopus 로고    scopus 로고
    • Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr
    • Li, L., Goodchild, M., Xu, B., Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr. Cartography and Geographic Information Science 40 (2013), 61–77.
    • (2013) Cartography and Geographic Information Science , vol.40 , pp. 61-77
    • Li, L.1    Goodchild, M.2    Xu, B.3
  • 45
  • 46
    • 85002975154 scopus 로고    scopus 로고
    • (2014). A scalable parallel genetic algorithm for the generalized assignment problem. Parallel Computing.
    • Liu, Y., & Wang, S. (2014). A scalable parallel genetic algorithm for the generalized assignment problem. Parallel Computing.
    • Liu, Y.1    Wang, S.2
  • 47
    • 74349086595 scopus 로고    scopus 로고
    • (2009). KIDGS: A geographical knowledge-informed digital gazetteer service. In 17th International conference on geoinformatics (pp. 1–6). IEEE.
    • Liu, Y., Li, R., Chen, K., Yuan, Y., Huang, L., & Yu, H. (2009). KIDGS: A geographical knowledge-informed digital gazetteer service. In 17th International conference on geoinformatics (pp. 1–6). IEEE.
    • Liu, Y.1    Li, R.2    Chen, K.3    Yuan, Y.4    Huang, L.5    Yu, H.6
  • 49
    • 72549084900 scopus 로고    scopus 로고
    • A point-set-based approximation for areal objects: A case study of representing localities
    • Liu, Y., Yuan, Y., Xiao, D., Zhang, Y., Hu, J., A point-set-based approximation for areal objects: A case study of representing localities. Computers, Environment and Urban Systems 34:1 (2010), 28–39.
    • (2010) Computers, Environment and Urban Systems , vol.34 , Issue.1 , pp. 28-39
    • Liu, Y.1    Yuan, Y.2    Xiao, D.3    Zhang, Y.4    Hu, J.5
  • 50
    • 84860443491 scopus 로고    scopus 로고
    • From databases to big data
    • Madden, S., From databases to big data. Internet Computing, IEEE 16 (2012), 4–6.
    • (2012) Internet Computing, IEEE , vol.16 , pp. 4-6
    • Madden, S.1
  • 52
    • 31344452095 scopus 로고    scopus 로고
    • Where's downtown?: Behavioral methods for determining referents of vague spatial queries
    • Montello, D.R., Goodchild, M.F., Gottsegen, J., Fohl, P., Where's downtown?: Behavioral methods for determining referents of vague spatial queries. Spatial Cognition & Computation 3 (2003), 185–204.
    • (2003) Spatial Cognition & Computation , vol.3 , pp. 185-204
    • Montello, D.R.1    Goodchild, M.F.2    Gottsegen, J.3    Fohl, P.4
  • 53
    • 84864563209 scopus 로고    scopus 로고
    • The annotation process in OpenStreetMap
    • Mooney, P., Corcoran, P., The annotation process in OpenStreetMap. Transactions in GIS 16:4 (2012), 561–579.
    • (2012) Transactions in GIS , vol.16 , Issue.4 , pp. 561-579
    • Mooney, P.1    Corcoran, P.2
  • 54
    • 84885883700 scopus 로고    scopus 로고
    • (2010). A performance analysis of EC2 cloud computing services for scientific computing. In Cloud computing (pp. 115–131). Springer.
    • Ostermann, S., Iosup, A., Yigitbasi, N., Prodan, R., Fahringer, T., & Epema, D. (2010). A performance analysis of EC2 cloud computing services for scientific computing. In Cloud computing (pp. 115–131). Springer.
    • Ostermann, S.1    Iosup, A.2    Yigitbasi, N.3    Prodan, R.4    Fahringer, T.5    Epema, D.6
  • 55
    • 70350512695 scopus 로고    scopus 로고
    • (2009). A comparison of approaches to large-scale data analysis. In Proceedings of the 2009 ACM SIGMOD international conference on management of data (pp. 165–178). ACM.
    • Pavlo, A., Paulson, E., Rasin, A., Abadi, D. J., DeWitt, D. J., Madden, S., & Stonebraker, M. (2009). A comparison of approaches to large-scale data analysis. In Proceedings of the 2009 ACM SIGMOD international conference on management of data (pp. 165–178). ACM.
    • Pavlo, A.1    Paulson, E.2    Rasin, A.3    Abadi, D.J.4    DeWitt, D.J.5    Madden, S.6    Stonebraker, M.7
  • 57
    • 0037285450 scopus 로고    scopus 로고
    • A perspective on the fundamentals of fuzzy sets and their use in geographic information systems
    • Robinson, V.B., A perspective on the fundamentals of fuzzy sets and their use in geographic information systems. Transactions in GIS 7 (2003), 3–30.
    • (2003) Transactions in GIS , vol.7 , pp. 3-30
    • Robinson, V.B.1
  • 59
    • 85182298697 scopus 로고    scopus 로고
    • (2012). Grounding geographic information in perceptual operations (Vol. 244). Frontiers in Artificial Intelligence and Applications Series, IOS Press.
    • Scheider, S. (2012). Grounding geographic information in perceptual operations (Vol. 244). Frontiers in Artificial Intelligence and Applications Series, IOS Press.
    • Scheider, S.1
  • 60
    • 77957838299 scopus 로고    scopus 로고
    • (2010). The Hadoop distributed file system. In 26th Symposium on Mass Storage Systems and Technologies (MSST 2010) (pp. 1–10). IEEE.
    • Shvachko, K., Kuang, H., Radia, S., & Chansler, R. (2010). The Hadoop distributed file system. In 26th Symposium on Mass Storage Systems and Technologies (MSST 2010) (pp. 1–10). IEEE.
    • Shvachko, K.1    Kuang, H.2    Radia, S.3    Chansler, R.4
  • 61
    • 84989530120 scopus 로고
    • Distance transformation and distance decay functions
    • Taylor, P.J., Distance transformation and distance decay functions. Geographical Analysis 3 (1971), 221–238.
    • (1971) Geographical Analysis , vol.3 , pp. 221-238
    • Taylor, P.J.1
  • 62
    • 0004120360 scopus 로고
    • Space and place: The perspective of experience
    • University of Minnesota Press Minneapolis
    • Tuan, Y.-F., Space and place: The perspective of experience. 1977, University of Minnesota Press, Minneapolis.
    • (1977)
    • Tuan, Y.-F.1
  • 63
    • 85003018664 scopus 로고    scopus 로고
    • (2003). Semi-supervised learning of geographical gazetteers from the internet. In Proceedings of the HLT-NAACL 2003 workshop on analysis of geographic references (pp. 18–25). Association for Computational Linguistics.
    • Uryupina, O. (2003). Semi-supervised learning of geographical gazetteers from the internet. In Proceedings of the HLT-NAACL 2003 workshop on analysis of geographic references (pp. 18–25). Association for Computational Linguistics.
    • Uryupina, O.1
  • 65
    • 77954069785 scopus 로고    scopus 로고
    • A CyberGIS framework for the synthesis of cyberinfrastructure, GIS, and spatial analysis
    • Wang, S., A CyberGIS framework for the synthesis of cyberinfrastructure, GIS, and spatial analysis. Annals of the Association of American Geographers 100 (2010), 535–557.
    • (2010) Annals of the Association of American Geographers , vol.100 , pp. 535-557
    • Wang, S.1
  • 67
    • 74049113467 scopus 로고    scopus 로고
    • Hadoop: The definitive guide
    • third ed. O'Reilly
    • White, T., Hadoop: The definitive guide. third ed., 2012, O'Reilly.
    • (2012)
    • White, T.1
  • 70
    • 79955001355 scopus 로고    scopus 로고
    • Using spatial principles to optimize distributed computing for enabling the physical science discoveries
    • Yang, C., Wu, H., Huang, Q., Li, Z., Li, J., Using spatial principles to optimize distributed computing for enabling the physical science discoveries. Proceedings of the National Academy of Sciences 108:14 (2011), 5498–5503.
    • (2011) Proceedings of the National Academy of Sciences , vol.108 , Issue.14 , pp. 5498-5503
    • Yang, C.1    Wu, H.2    Huang, Q.3    Li, Z.4    Li, J.5
  • 71
    • 33745234840 scopus 로고    scopus 로고
    • Spatial queries with qualitative locations in spatial information systems
    • Yao, X., Thill, J.-C., Spatial queries with qualitative locations in spatial information systems. Computers, environment and urban systems 30 (2006), 485–502.
    • (2006) Computers, environment and urban systems , vol.30 , pp. 485-502
    • Yao, X.1    Thill, J.-C.2


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