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Volumn 5, Issue 6, 2016, Pages

Understanding public opinions from geosocial media

Author keywords

Geosocial media; Public sentiment; Text analysis; Topic modelling; User generated content

Indexed keywords


EID: 84971349380     PISSN: None     EISSN: 22209964     Source Type: Journal    
DOI: 10.3390/ijgi5060074     Document Type: Article
Times cited : (23)

References (79)
  • 1
    • 11844307186 scopus 로고    scopus 로고
    • Reframing public participation: Strategies for the 21st century
    • [CrossRef]
    • Innes, J.E.; Booher, D.E. Reframing public participation: Strategies for the 21st century. Plan. Theory Pract. 2004, 5, 419-436. [CrossRef]
    • (2004) Plan. Theory Pract. , vol.5 , pp. 419-436
    • Innes, J.E.1    Booher, D.E.2
  • 2
    • 77953749506 scopus 로고    scopus 로고
    • How to reach the "hard-to-reach": The development of participatory geographic information systems (P-GIS) for inclusive urban design in UK cities
    • [CrossRef]
    • Cinderby, S. How to reach the "hard-to-reach": The development of Participatory Geographic Information Systems (P-GIS) for inclusive urban design in UK cities. Area 2010, 42, 239-251. [CrossRef]
    • (2010) Area , vol.42 , pp. 239-251
    • Cinderby, S.1
  • 3
    • 84941806482 scopus 로고    scopus 로고
    • Engaging the wisdom of crowds and public judgement for land use planning using public participation geographic information systems
    • [CrossRef]
    • Brown, G. Engaging the wisdom of crowds and public judgement for land use planning using public participation geographic information systems. Aust. Plan. 2015, 52, 199-209. [CrossRef]
    • (2015) Aust. Plan. , vol.52 , pp. 199-209
    • Brown, G.1
  • 4
    • 84932598797 scopus 로고    scopus 로고
    • When web2.0 meets public participation GIS (PPGIS): VGI and spaces of participatory mapping in China
    • Sui, D., Elwood, S., Goodchild, M., Eds.; Springer Science + Business Media B.V.: Dordrecht, The Netherlands
    • Lin, W. When web2.0 meets public participation GIS (PPGIS): VGI and spaces of participatory mapping in China. In Crowdsourcing Geographic Knowledge: Volunteered Geographic Information (VGI) in Theory and Practice; Sui, D., Elwood, S., Goodchild, M., Eds.; Springer Science + Business Media B.V.: Dordrecht, The Netherlands, 2013; pp. 83-103.
    • (2013) Crowdsourcing Geographic Knowledge: Volunteered Geographic Information (VGI) in Theory and Practice , pp. 83-103
    • Lin, W.1
  • 5
    • 84890201363 scopus 로고    scopus 로고
    • Social media adoption at the American grass roots: Web 2.0 or 1.5?
    • [CrossRef]
    • Reddick, C.G.; Norris, D.F. Social media adoption at the American grass roots: Web 2.0 or 1.5? Gov. Inf. Q. 2013, 30, 498-507. [CrossRef]
    • (2013) Gov. Inf. Q , vol.30 , pp. 498-507
    • Reddick, C.G.1    Norris, D.F.2
  • 6
    • 84971276549 scopus 로고    scopus 로고
    • Social media geographic information: Recent findings and opportunities for smart spatial planning
    • [CrossRef]
    • Massa, P.; Campagna, M. Social media geographic information: Recent findings and opportunities for smart spatial planning. TeMA J. Land Use Mobil. Environ. 2014. [CrossRef]
    • (2014) TeMA J. Land Use Mobil. Environ.
    • Massa, P.1    Campagna, M.2
  • 8
    • 84958212475 scopus 로고    scopus 로고
    • Reusing social media information in government
    • [CrossRef]
    • Wukich, C.; Mergel, I. Reusing social media information in government. Gov. Inf. Q. 2016. [CrossRef]
    • (2016) Gov. Inf. Q
    • Wukich, C.1    Mergel, I.2
  • 9
    • 84944755058 scopus 로고    scopus 로고
    • Linking cyber and physical spaces through community detection and clustering in social media feeds
    • [CrossRef]
    • Croitoru, A.; Wayant, N.; Crooks, A.; Radzikowski, J.; Stefanidis, A. Linking cyber and physical spaces through community detection and clustering in social media feeds. Comput. Environ. Urban Syst. 2014, 53, 47-64. [CrossRef]
    • (2014) Comput. Environ. Urban Syst. , vol.53 , pp. 47-64
    • Croitoru, A.1    Wayant, N.2    Crooks, A.3    Radzikowski, J.4    Stefanidis, A.5
  • 10
    • 84961208386 scopus 로고    scopus 로고
    • Discovery of local topics by using latent spatio-temporal relationships in geo-social media
    • [CrossRef]
    • Kim, K.-S.; Kojima, I.; Ogawa, H. Discovery of local topics by using latent spatio-temporal relationships in geo-social media. Int. J. Geogr. Inf. Sci. 2016. [CrossRef]
    • (2016) Int. J. Geogr. Inf. Sci.
    • Kim, K.-S.1    Kojima, I.2    Ogawa, H.3
  • 12
    • 84944177149 scopus 로고    scopus 로고
    • Visualizing the perceived environment using crowdsourced photo geodata
    • [CrossRef]
    • Dunkel, A. Visualizing the perceived environment using crowdsourced photo geodata. Landsc. Urban Plan. 2015, 142, 173-186. [CrossRef]
    • (2015) Landsc. Urban Plan. , vol.142 , pp. 173-186
    • Dunkel, A.1
  • 13
    • 84937404538 scopus 로고    scopus 로고
    • The role of social media geographic information (SMGI) in spatial planning
    • Lecture Notes in Geoinformation and Cartography; Geertman, S., Ed.; Springer International Publishing: Basel, Switzerland
    • Campagna, M.; Floris, R.; Massa, P. The role of social media geographic information (SMGI) in spatial planning. In Planning Support Systems and Smart Cities; Lecture Notes in Geoinformation and Cartography; Geertman, S., Ed.; Springer International Publishing: Basel, Switzerland, 2015; pp. 41-60.
    • (2015) Planning Support Systems and Smart Cities , pp. 41-60
    • Campagna, M.1    Floris, R.2    Massa, P.3
  • 14
    • 84975611907 scopus 로고    scopus 로고
    • Bumps and bruises in the digital skins of cities: Unevenly distributed user-generated content across US urban areas
    • [CrossRef]
    • Robertson, C.; Feick, R. Bumps and bruises in the digital skins of cities: Unevenly distributed user-generated content across US urban areas. Cartogr. Geogr. Inf. Sci. 2015, 0406, 1-18. [CrossRef]
    • (2015) Cartogr. Geogr. Inf. Sci. , vol.406 , pp. 1-18
    • Robertson, C.1    Feick, R.2
  • 15
    • 84960426461 scopus 로고    scopus 로고
    • Transport policy: Social media and user-generated content in a changing information paradigm
    • Nepal, S., Ed.; Springer International Publishing: Basel, Switzerland
    • Grant-Muller, S.M.; Gal-Tzur, A.; Minkov, E.; Kuflik, T.; Nocera, S.; Shoor, I. Transport policy: Social media and user-generated content in a changing information paradigm. In Social Media for Government Services; Nepal, S., Ed.; Springer International Publishing: Basel, Switzerland, 2015; pp. 325-366.
    • (2015) Social Media for Government Services , pp. 325-366
    • Grant-Muller, S.M.1    Gal-Tzur, A.2    Minkov, E.3    Kuflik, T.4    Nocera, S.5    Shoor, I.6
  • 16
    • 0035655836 scopus 로고    scopus 로고
    • Public participation, GIS, and cyberdemocracy: Evaluating on-line spatial decision support systems
    • [CrossRef]
    • Carver, S.; Evans, A.; Kingston, R.; Turton, I. Public participation, GIS, and cyberdemocracy: Evaluating on-line spatial decision support systems. Environ. Plan. B Plan. Des. 2001, 28, 907-921. [CrossRef]
    • (2001) Environ. Plan. B Plan. Des. , vol.28 , pp. 907-921
    • Carver, S.1    Evans, A.2    Kingston, R.3    Turton, I.4
  • 17
    • 16244391484 scopus 로고    scopus 로고
    • A typology of public engagement mechanisms
    • [CrossRef]
    • Rowe, G. A typology of public engagement mechanisms. Sci. Technol. Hum. Values 2005, 30, 251-290. [CrossRef]
    • (2005) Sci. Technol. Hum. Values , vol.30 , pp. 251-290
    • Rowe, G.1
  • 18
    • 84990351370 scopus 로고    scopus 로고
    • Citizen participation in the planning process: An essentially contested concept?
    • [CrossRef]
    • Day, D. Citizen participation in the planning process: An essentially contested concept? J. Plan. Lit. 1997, 11, 421-434. [CrossRef]
    • (1997) J. Plan. Lit. , vol.11 , pp. 421-434
    • Day, D.1
  • 19
    • 42149159428 scopus 로고    scopus 로고
    • Using IT approaches to promote public participation in renewable energy planning: Prospects and challenges
    • [CrossRef]
    • Higgs, G.; Berry, R.; Kidner, D.; Langford, M. Using IT approaches to promote public participation in renewable energy planning: Prospects and challenges. Land Use Policy 2008, 25, 596-607. [CrossRef]
    • (2008) Land Use Policy , vol.25 , pp. 596-607
    • Higgs, G.1    Berry, R.2    Kidner, D.3    Langford, M.4
  • 20
    • 0000139744 scopus 로고    scopus 로고
    • Trends in public participation: Part 1-local government perspectives
    • [CrossRef]
    • Lowndes, V.; Pratchett, L.; Stoker, G. Trends in public participation: Part 1-Local government perspectives. Public Adm. 2001, 79, 205-222. [CrossRef]
    • (2001) Public Adm. , vol.79 , pp. 205-222
    • Lowndes, V.1    Pratchett, L.2    Stoker, G.3
  • 21
    • 21044438914 scopus 로고    scopus 로고
    • The complexities of citizen participation through collaborative governance
    • [CrossRef]
    • Ghose, R. The complexities of citizen participation through collaborative governance. Space Polity 2005, 9, 61-75. [CrossRef]
    • (2005) Space Polity , vol.9 , pp. 61-75
    • Ghose, R.1
  • 22
    • 0347592662 scopus 로고    scopus 로고
    • Citizen participation in decision making: Is it worth the effort?
    • [CrossRef]
    • Irvin, R.A.; Stansbury, J. Citizen participation in decision making: Is it worth the effort? Public Adm. Rev. 2004, 64, 55-65. [CrossRef]
    • (2004) Public Adm. Rev. , vol.64 , pp. 55-65
    • Irvin, R.A.1    Stansbury, J.2
  • 23
    • 0001163598 scopus 로고    scopus 로고
    • The question of participation: Toward authentic public participation in public administration
    • [CrossRef]
    • King, C.S.; Feltey, K.M.; Susel, B.O. The question of participation: Toward authentic public participation in public administration. Public Adm. Rev. 1998, 58, 317-326. [CrossRef]
    • (1998) Public Adm. Rev. , vol.58 , pp. 317-326
    • King, C.S.1    Feltey, K.M.2    Susel, B.O.3
  • 24
    • 0035048306 scopus 로고    scopus 로고
    • Use of information technology for community empowerment: Transforming geographic information systems into community information systems
    • [CrossRef]
    • Ghose, R. Use of information technology for community empowerment: Transforming geographic information systems into community information systems. Trans. GIS 2001, 5, 141-163. [CrossRef]
    • (2001) Trans. GIS , vol.5 , pp. 141-163
    • Ghose, R.1
  • 25
    • 33748255480 scopus 로고    scopus 로고
    • Public participation geographic information systems: A literature review and framework
    • [CrossRef]
    • Sieber, R. Public participation geographic information systems: A literature review and framework. Ann. Assoc. Am. Geogr. 2006, 96, 491-507. [CrossRef]
    • (2006) Ann. Assoc. Am. Geogr. , vol.96 , pp. 491-507
    • Sieber, R.1
  • 26
    • 77951183593 scopus 로고    scopus 로고
    • Community-based production of geographic information using open source software and web 2.0
    • [CrossRef]
    • Hall, G.B.; Chipeniuk, R.; Feick, R.D.; Leahy, M.G.; Deparday, V. Community-based production of geographic information using open source software and Web 2.0. Int. J. Geogr. Inf. Sci. 2010, 24, 761-781. [CrossRef]
    • (2010) Int. J. Geogr. Inf. Sci. , vol.24 , pp. 761-781
    • Hall, G.B.1    Chipeniuk, R.2    Feick, R.D.3    Leahy, M.G.4    Deparday, V.5
  • 27
    • 84863403453 scopus 로고    scopus 로고
    • An evaluation of internet versus paper-based methods for public participation geographic information systems (PPGIS)
    • [CrossRef]
    • Pocewicz, A.; Nielsen-Pincus, M.; Brown, G.; Schnitzer, R. An evaluation of Internet versus paper-based methods for Public Participation Geographic Information Systems (PPGIS). Trans. GIS 2012, 16, 39-53. [CrossRef]
    • (2012) Trans. GIS , vol.16 , pp. 39-53
    • Pocewicz, A.1    Nielsen-Pincus, M.2    Brown, G.3    Schnitzer, R.4
  • 28
    • 84902955274 scopus 로고    scopus 로고
    • Assessing the value of public lands using public participation GIS (PPGIS) and social landscape metrics
    • [CrossRef]
    • Brown, G.; Weber, D.; de Bie, K. Assessing the value of public lands using public participation GIS (PPGIS) and social landscape metrics. Appl. Geogr. 2014, 53, 77-89. [CrossRef]
    • (2014) Appl. Geogr. , vol.53 , pp. 77-89
    • Brown, G.1    Weber, D.2    De Bie, K.3
  • 29
    • 79958292406 scopus 로고    scopus 로고
    • Planners' perspectives on using technology in participatory processes
    • [CrossRef]
    • Slotterback, C.S. Planners' perspectives on using technology in participatory processes. Environ. Plan. B Plan. Des. 2011, 38, 468-485. [CrossRef]
    • (2011) Environ. Plan. B Plan. Des. , vol.38 , pp. 468-485
    • Slotterback, C.S.1
  • 30
    • 84906220062 scopus 로고    scopus 로고
    • An empirical analysis of e-participation. The role of social networks and e-government over citizens' online engagement
    • [CrossRef]
    • Vicente, M.R.; Novo, A. An empirical analysis of e-participation. The role of social networks and e-government over citizens' online engagement. Gov. Inf. Q. 2014, 31, 379-387. [CrossRef]
    • (2014) Gov. Inf. Q , vol.31 , pp. 379-387
    • Vicente, M.R.1    Novo, A.2
  • 31
    • 84871221043 scopus 로고    scopus 로고
    • Micro-participation: The role of microblogging in planning
    • [CrossRef]
    • Evans-Cowley, J.S.; Griffin, G. Micro-participation: The role of microblogging in planning. SSRN Electron. J. 2011. [CrossRef]
    • (2011) SSRN Electron. J.
    • Evans-Cowley, J.S.1    Griffin, G.2
  • 32
    • 84891044316 scopus 로고    scopus 로고
    • From e-government to social government: Twitter use by Korea's central government
    • [CrossRef]
    • Khan, G.F.; Yoon, H.Y.; Kim, J.; Park, H.W. From e-government to social government: Twitter use by Korea's central government. Online Inf. Rev. 2013, 38, 95-113. [CrossRef]
    • (2013) Online Inf. Rev. , vol.38 , pp. 95-113
    • Khan, G.F.1    Yoon, H.Y.2    Kim, J.3    Park, H.W.4
  • 33
    • 84866039773 scopus 로고    scopus 로고
    • Choosing the right medium for municipal eParticipation based on stakeholder expectations
    • Tambouris, E., Macintosh, A., Sæbø, Ø., Eds.; Springer: Berlin/Heidelberg, Germany
    • Johannessen, M.R.; Flak, L.S.; Sæbø, Ø. Choosing the right medium for municipal eParticipation based on stakeholder expectations. In Electronic Participation; Tambouris, E., Macintosh, A., Sæbø, Ø., Eds.; Springer: Berlin/Heidelberg, Germany, 2012; pp. 25-36.
    • (2012) Electronic Participation , pp. 25-36
    • Johannessen, M.R.1    Flak, L.S.2    Sæbø, Ø.3
  • 34
    • 84906228806 scopus 로고    scopus 로고
    • Towards cyberactivism 2.0? Understanding the use of social media and other information technologies for political activism and social movements
    • [CrossRef]
    • Sandoval-Almazan, R.; Ramon Gil-Garcia, J. Towards cyberactivism 2.0? Understanding the use of social media and other information technologies for political activism and social movements. Gov. Inf. Q. 2014, 31, 365-378. [CrossRef]
    • (2014) Gov. Inf. Q , vol.31 , pp. 365-378
    • Sandoval-Almazan, R.1    Ramon Gil-Garcia, J.2
  • 35
    • 84922406228 scopus 로고    scopus 로고
    • Citizens' engagement on local governments' facebook sites. An empirical analysis: The impact of different media and content types in western Europe
    • [CrossRef]
    • Bonsón, E.; Royo, S.; Ratkai, M. Citizens' engagement on local governments' Facebook sites. An empirical analysis: The impact of different media and content types in Western Europe. Gov. Inf. Q. 2015, 32, 52-62. [CrossRef]
    • (2015) Gov. Inf. Q , vol.32 , pp. 52-62
    • Bonsón, E.1    Royo, S.2    Ratkai, M.3
  • 36
    • 84890201534 scopus 로고    scopus 로고
    • Connecting citizens and local governments? Social media and interactivity in major U.S. Cities
    • [CrossRef]
    • Mossberger, K.; Wu, Y.; Crawford, J. Connecting citizens and local governments? Social media and interactivity in major U.S. cities. Gov. Inf. Q. 2013, 30, 351-358. [CrossRef]
    • (2013) Gov. Inf. Q , vol.30 , pp. 351-358
    • Mossberger, K.1    Wu, Y.2    Crawford, J.3
  • 37
    • 84938293911 scopus 로고    scopus 로고
    • Citizen-government collaboration on social media: The case of twitter in the 2011 riots in England
    • [CrossRef]
    • Panagiotopoulos, P.; Bigdeli, A.Z.; Sams, S. Citizen-government collaboration on social media: The case of Twitter in the 2011 riots in England. Gov. Inf. Q. 2014, 31, 349-357. [CrossRef]
    • (2014) Gov. Inf. Q , vol.31 , pp. 349-357
    • Panagiotopoulos, P.1    Bigdeli, A.Z.2    Sams, S.3
  • 38
    • 84938290080 scopus 로고    scopus 로고
    • A sentiment analysis of U.S. Local government tweets: The connection between tone and citizen involvement
    • [CrossRef]
    • Zavattaro, S.M.; French, P.E.; Mohanty, S.D. A sentiment analysis of U.S. local government tweets: The connection between tone and citizen involvement. Gov. Inf. Q. 2015, 32, 333-341. [CrossRef]
    • (2015) Gov. Inf. Q , vol.32 , pp. 333-341
    • Zavattaro, S.M.1    French, P.E.2    Mohanty, S.D.3
  • 39
    • 84919388905 scopus 로고    scopus 로고
    • Planning and social media: A case study of public transit and stigma on twitter
    • [CrossRef]
    • Schweitzer, L. Planning and social media: A case study of public transit and stigma on Twitter. J. Am. Plan. Assoc. 2014, 80, 218-238. [CrossRef]
    • (2014) J. Am. Plan. Assoc. , vol.80 , pp. 218-238
    • Schweitzer, L.1
  • 40
    • 84893742837 scopus 로고    scopus 로고
    • Social media as a source of sensing to study city dynamics and urban social behavior: Approaches, models, and opportunities
    • Lecture Notes in Computer Science; Atzmueller, M., Ed.; Springer-Verlag: Berlin/Heidelberg, Germany
    • Silva, T.H.; Vaz De Melo, P.O.S.; Almeida, J.M.; Loureiro, A.A.F. Social media as a source of sensing to study city dynamics and urban social behavior: Approaches, models, and opportunities. In Ubiquitous Social Media Analysis; Lecture Notes in Computer Science; Atzmueller, M., Ed.; Springer-Verlag: Berlin/Heidelberg, Germany, 2013; pp. 63-87.
    • (2013) Ubiquitous Social Media Analysis , pp. 63-87
    • Silva, T.H.1    Vaz De-Melo, P.O.S.2    Almeida, J.M.3    Loureiro, A.A.F.4
  • 43
    • 84945440489 scopus 로고    scopus 로고
    • A multi-scale approach to exploring urban places in geotagged photographs
    • [CrossRef]
    • Feick, R.; Robertson, C. A multi-scale approach to exploring urban places in geotagged photographs. Comput. Environ. Urban Syst. 2015, 53, 96-109. [CrossRef]
    • (2015) Comput. Environ. Urban Syst. , vol.53 , pp. 96-109
    • Feick, R.1    Robertson, C.2
  • 44
    • 84943256011 scopus 로고    scopus 로고
    • Triangulating social multimedia content for event localization using flickr and twitter
    • [CrossRef]
    • Panteras, G.; Wise, S.; Lu, X.; Croitor, A.; Crooks, A.; Stefanidis, A. Triangulating social multimedia content for event localization using Flickr and Twitter. Trans. GIS 2014, 19, 694-715. [CrossRef]
    • (2014) Trans. GIS , vol.19 , pp. 694-715
    • Panteras, G.1    Wise, S.2    Lu, X.3    Croitor, A.4    Crooks, A.5    Stefanidis, A.6
  • 45
    • 84865343020 scopus 로고    scopus 로고
    • Using social media to enhance emergency situation awareness
    • [CrossRef]
    • Yin, J.; Lampert, A.; Cameron, M.; Robinson, B.; Power, R. Using social media to enhance emergency situation awareness. IEEE Intell. Syst. 2012, 27, 52-59. [CrossRef]
    • (2012) IEEE Intell. Syst. , vol.27 , pp. 52-59
    • Yin, J.1    Lampert, A.2    Cameron, M.3    Robinson, B.4    Power, R.5
  • 46
    • 84930039252 scopus 로고    scopus 로고
    • A geographic approach for combining social media and authoritative data towards identifying useful information for disaster management
    • [CrossRef]
    • De Albuquerque, J.P.; Herfort, B.; Brenning, A.; Zipf, A. A geographic approach for combining social media and authoritative data towards identifying useful information for disaster management. Int. J. Geogr. Inf. Sci. 2015, 29, 667-689. [CrossRef]
    • (2015) Int. J. Geogr. Inf. Sci. , vol.29 , pp. 667-689
    • De Albuquerque, J.P.1    Herfort, B.2    Brenning, A.3    Zipf, A.4
  • 47
    • 84907917925 scopus 로고    scopus 로고
    • The role of social media in green infrastructure planning: A case study of neighborhood participation in park siting
    • [CrossRef]
    • Afzalan, N.; Muller, B. The role of social media in green infrastructure planning: A case study of neighborhood participation in park siting. J. Urban Technol. 2014, 21, 67-83. [CrossRef]
    • (2014) J. Urban Technol. , vol.21 , pp. 67-83
    • Afzalan, N.1    Muller, B.2
  • 48
    • 84938416008 scopus 로고    scopus 로고
    • Planning and social media: Facebook for planning at the neighbourhood scale
    • [CrossRef]
    • Afzalan, N.; Evans-Cowley, J. Planning and social media: Facebook for planning at the neighbourhood scale. Plan. Pract. Res. 2015, 30, 270-285. [CrossRef]
    • (2015) Plan. Pract. Res. , vol.30 , pp. 270-285
    • Afzalan, N.1    Evans-Cowley, J.2
  • 49
    • 84911902685 scopus 로고    scopus 로고
    • Spatiotemporal and semantic information extraction from Web news reports about natural hazards
    • [CrossRef]
    • Wang, W.; Stewart, K. Spatiotemporal and semantic information extraction from Web news reports about natural hazards. Comput. Environ. Urban Syst. 2015, 50, 30-40. [CrossRef]
    • (2015) Comput. Environ. Urban Syst. , vol.50 , pp. 30-40
    • Wang, W.1    Stewart, K.2
  • 50
    • 80053619707 scopus 로고    scopus 로고
    • A domain ontology for construction concepts in urban infrastructure products
    • [CrossRef]
    • El-Diraby, T.E.; Osman, H. A domain ontology for construction concepts in urban infrastructure products. Autom. Constr. 2011, 20, 1120-1132. [CrossRef]
    • (2011) Autom. Constr. , vol.20 , pp. 1120-1132
    • El-Diraby, T.E.1    Osman, H.2
  • 51
  • 52
    • 84889672006 scopus 로고    scopus 로고
    • Inferring thematic places from spatially referenced natural language descriptions
    • Sui, D.Z., Elwood, S., Goodchild, M.F., Eds.; Springer: Houten, The Netherlands
    • Adams, B.; McKenzie, G. Inferring thematic places from spatially referenced natural language descriptions. In Crowdsourcing Geographic Knowledge: Volunteered Geographic Information (VGI) in Theory and Practice; Sui, D.Z., Elwood, S., Goodchild, M.F., Eds.; Springer: Houten, The Netherlands, 2013; pp. 201-221.
    • (2013) Crowdsourcing Geographic Knowledge: Volunteered Geographic Information (VGI) in Theory and Practice , pp. 201-221
    • Adams, B.1    McKenzie, G.2
  • 54
    • 84900017670 scopus 로고    scopus 로고
    • Content patterns in topic-based overlapping communities
    • [CrossRef] [PubMed]
    • Ríos, S.; Muñoz, R. Content patterns in topic-based overlapping communities. Sci. World J. 2014, 2014, 1-11. [CrossRef] [PubMed]
    • (2014) Sci. World J. , vol.2014 , pp. 1-11
    • Ríos, S.1    Muñoz, R.2
  • 56
    • 84876017555 scopus 로고    scopus 로고
    • Harvesting ambient geospatial information from social media feeds
    • [CrossRef]
    • Stefanidis, A.; Crooks, A.; Radzikowski, J. Harvesting ambient geospatial information from social media feeds. GeoJournal 2013, 78, 319-338. [CrossRef]
    • (2013) GeoJournal , vol.78 , pp. 319-338
    • Stefanidis, A.1    Crooks, A.2    Radzikowski, J.3
  • 58
    • 84971251212 scopus 로고    scopus 로고
    • Digital divisions of labor and informational magnetism: Mapping participation in wikipedia
    • [CrossRef]
    • Graham, M.; Straumann, R.K.; Hogan, B. Digital divisions of labor and informational magnetism: Mapping participation in Wikipedia. Ann. Assoc. Am. Geogr. 2015, 5608, 1-21. [CrossRef]
    • (2015) Ann. Assoc. Am. Geogr. , vol.5608 , pp. 1-21
    • Graham, M.1    Straumann, R.K.2    Hogan, B.3
  • 59
    • 84920071283 scopus 로고    scopus 로고
    • Exploring place through user-generated content: Using flickr to describe city cores
    • Hollenstein, L.; Purves, R. Exploring place through user-generated content: Using Flickr to describe city cores. J. Spat. Inf. Sci. 2010, 1, 21-48.
    • (2010) J. Spat. Inf. Sci. , vol.1 , pp. 21-48
    • Hollenstein, L.1    Purves, R.2
  • 60
    • 84919682158 scopus 로고    scopus 로고
    • The digital divide in citizen-initiated government contacts: A GIS approach
    • [CrossRef]
    • Cavallo, S.; Lynch, J.; Scull, P. The digital divide in citizen-initiated government contacts: A GIS approach. J. Urban Technol. 2014, 21, 77-93. [CrossRef]
    • (2014) J. Urban Technol. , vol.21 , pp. 77-93
    • Cavallo, S.1    Lynch, J.2    Scull, P.3
  • 61
    • 72449183069 scopus 로고    scopus 로고
    • Pew Internet & American Life Project: Washington, DC, USA
    • Lenhart, A.; Fox, S. Twitter and Status Updating; Pew Internet & American Life Project: Washington, DC, USA, 2009.
    • (2009) Twitter and Status Updating
    • Lenhart, A.1    Fox, S.2
  • 63
    • 58849125785 scopus 로고    scopus 로고
    • Methods for extracting place semantics from flickr tags
    • [CrossRef]
    • Rattenbury, T.; Naaman, M. Methods for extracting place semantics from Flickr tags. ACM Trans. Web 2009, 3, 1-30. [CrossRef]
    • (2009) ACM Trans. Web , vol.3 , pp. 1-30
    • Rattenbury, T.1    Naaman, M.2
  • 66
    • 84861170800 scopus 로고    scopus 로고
    • Introduction to probabilistic topic modeling
    • [CrossRef]
    • Blei, D.M. Introduction to probabilistic topic modeling. Commun. ACM 2012, 55, 77-84. [CrossRef]
    • (2012) Commun. ACM , vol.55 , pp. 77-84
    • Blei, D.M.1
  • 67
    • 84930044547 scopus 로고    scopus 로고
    • Thematic signatures for cleansing and enriching place-related linked data
    • [CrossRef]
    • Adams, B.; Janowicz, K. Thematic signatures for cleansing and enriching place-related linked data. Int. J. Geogr. Inf. Sci. 2015, 29, 556-579. [CrossRef]
    • (2015) Int. J. Geogr. Inf. Sci. , vol.29 , pp. 556-579
    • Adams, B.1    Janowicz, K.2
  • 69
    • 84971343223 scopus 로고    scopus 로고
    • (accessed on 9 January)
    • Django The Overview of Django Framework. Available online: https://www.djangoproject.com/start/overview/ (accessed on 9 January 2016).
    • (2016) Django the Overview of Django Framework
  • 70
    • 84971211108 scopus 로고    scopus 로고
    • (accessed on 16 May)
    • Region of Waterloo. A Blueprint for Shaping Growth in Waterloo Region. Available online: http://www.regionofwaterloo.ca/en/doingBusiness/resources/BlueprintShapingGrowth.pdf (accessed on 16 May 2016).
    • (2016) A Blueprint for Shaping Growth in Waterloo Region
  • 71
    • 84878996922 scopus 로고    scopus 로고
    • Mapping the global twitter heartbeat: The geography of twitter
    • [CrossRef]
    • Leetaru, K.H.;Wang, S.; Cao, G.; Padmanabhan, A.; Shook, E. Mapping the global Twitter heartbeat: The geography of Twitter. First Monday 2013, 18, 1-12. [CrossRef]
    • (2013) First Monday , vol.18 , pp. 1-12
    • Leetaru, K.H.1    Wang, S.2    Cao, G.3    Padmanabhan, A.4    Shook, E.5
  • 72
    • 84922520910 scopus 로고    scopus 로고
    • The impact of social media usage on transport policy: Issues, challenges and recommendations
    • [CrossRef]
    • Gal-Tzur, A.; Grant-Muller, S.M.; Minkov, E.; Nocera, S. The impact of social media usage on transport policy: Issues, challenges and recommendations. Procedia Soc. Behav. Sci. 2014, 111, 937-946. [CrossRef]
    • (2014) Procedia Soc. Behav. Sci. , vol.111 , pp. 937-946
    • Gal-Tzur, A.1    Grant-Muller, S.M.2    Minkov, E.3    Nocera, S.4
  • 73
    • 84938284974 scopus 로고    scopus 로고
    • Civic open data at a crossroads: Dominant models and current challenges
    • [CrossRef]
    • Sieber, R.E.; Johnson, P.A. Civic open data at a crossroads: Dominant models and current challenges. Gov. Inf. Q. 2015, 32, 308-315. [CrossRef]
    • (2015) Gov. Inf. Q , vol.32 , pp. 308-315
    • Sieber, R.E.1    Johnson, P.A.2
  • 74
    • 79952362008 scopus 로고    scopus 로고
    • The walking interview: Methodology, mobility and place
    • [CrossRef]
    • Evans, J.; Jones, P. The walking interview: Methodology, mobility and place. Appl. Geogr. 2011, 31, 849-858. [CrossRef]
    • (2011) Appl. Geogr. , vol.31 , pp. 849-858
    • Evans, J.1    Jones, P.2
  • 75
    • 1842699737 scopus 로고    scopus 로고
    • Bringing local knowledge into environmental decision making
    • [CrossRef]
    • Corburn, J. Bringing local knowledge into environmental decision making. J. Plan. Educ. Res. 2003, 22, 420-433. [CrossRef]
    • (2003) J. Plan. Educ. Res. , vol.22 , pp. 420-433
    • Corburn, J.1
  • 76
    • 80054967585 scopus 로고    scopus 로고
    • Geo-information tools for participatory spatial planning: Fulfilling the criteria for "good" governance?
    • [CrossRef]
    • McCall, M.K.; Dunn, C.E. Geo-information tools for participatory spatial planning: Fulfilling the criteria for "good" governance? Geoforum 2012, 43, 81-94. [CrossRef]
    • (2012) Geoforum , vol.43 , pp. 81-94
    • McCall, M.K.1    Dunn, C.E.2
  • 77
    • 84947271170 scopus 로고    scopus 로고
    • Identifying optimal study areas and apatial aggregation units for point-based VGI from multiple sources
    • Harvey, F., Leung, Y., Eds.; Springer International Publishing: Basel, Switzerland
    • Lawrence, H.; Robertson, C.; Feick, R.; Nelson, T. Identifying optimal study areas and apatial aggregation units for point-based VGI from multiple sources. In Advances in Spatial Data Handling and Analysis; Harvey, F., Leung, Y., Eds.; Springer International Publishing: Basel, Switzerland, 2015; pp. 65-84.
    • (2015) Advances in Spatial Data Handling and Analysis , pp. 65-84
    • Lawrence, H.1    Robertson, C.2    Feick, R.3    Nelson, T.4
  • 78
    • 84944174189 scopus 로고    scopus 로고
    • Social media and the city: Rethinking urban socio-spatial inequality using user-generated geographic information
    • [CrossRef]
    • Shelton, T.; Poorthuis, A.; Zook, M. Social media and the city: Rethinking urban socio-spatial inequality using user-generated geographic information. Landsc. Urban Plan. 2015, 142, 198-211. [CrossRef]
    • (2015) Landsc. Urban Plan. , vol.142 , pp. 198-211
    • Shelton, T.1    Poorthuis, A.2    Zook, M.3
  • 79
    • 0034489245 scopus 로고    scopus 로고
    • "Placing" interviews: Location and scales of power in qualitative research
    • [CrossRef]
    • Elwood, S.A.; Martin, D.G. "Placing" interviews: Location and scales of power in qualitative research. Prof. Geogr. 2000, 52, 649-657. [CrossRef]
    • (2000) Prof. Geogr. , vol.52 , pp. 649-657
    • Elwood, S.A.1    Martin, D.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.