Abstract
Volunteered geographic information (VGI), or geospatial crowdsourcing, is where citizens (volunteers) contribute data and information about the earth and environment that is explicitly or implicitly georeferenced and then disseminated via collaborative projects such as OpenStreetMap or social media such as Flickr, Twitter, and Facebook. VGI popularity is due in no small part to citizens making use of consumer devices, such as smartphones, to collect increasingly precise locational information and other environmental information. In this paper we describe the potential for using VGI in pervasive health computing applications. Pervasive health computing strives to provide healthcare (services or information) to anyone, at anytime, and anywhere by removing constraints of time and location. We use the OpenStreetMap (OSM) project as a case–study of a very successful VGI project. We analyse the strengths of OSM, its current applicability to pervasive health computing, and if it is a sustainable option for use as a source of spatial information for pervasive computing technologies, particularly in areas where access to information on healthcare services is limited or difficult. The paper closes by summarizing the advantages and challenges of VGI integration into pervasive health computing and outlining some of the key issues where further cross-disciplinary research is required.





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Abbas R, Michael K, Michael M, Aloudat A (2011) Emerging forms of covert surveillance using gps-enabled devices. J Cases Inf Technol 13(2):19–33
Alfa B, Hasholt B, Jrgensen N, Banoeng-Yakubo B (2011) Rainfall and water resources of a coastal basin of ghana. J Hydrol Eng 16(4):316–323. doi:10.1061/(ASCE)HE.1943-5584.0000314
Bifet A, Frank E (2010) Sentiment knowledge discovery in twitter streaming data. In: Pfahringer B, Holmes G, Hoffmann A (eds) Discovery Science, Lecture Notes in Computer Science, vol 6332, Springer Berlin / Heidelberg, pp 1–15
Boulos MK, Sanfilippo A, Corley C, Wheeler S (2010) Social web mining and exploitation for serious applications: technosocial predictive analytics and related technologies for public health, environmental and national security surveillance. Comp Methods Progr Biomed 100(1):16 – 23
Breyer BN, Sen S, Aaronson DS, Stoller ML, Erickson BA, Eisenberg ML (2011) Use of google insights for search to track seasonal and geographic kidney stone incidence in the united states. Urology 78(2):267–271
Ciepluch B, Mooney P, Jacob R, Winstanley AC (2009) Using openstreetmap to deliver location-based environmental information in ireland. SIGSPATIAL Special 1:17–22. doi:10.1145/1645424.1645428
Clarke P, Ailshire J, Melendez R, Bader M, Morenoff J (2010) Using google earth to conduct a neighborhood audit: reliability of a virtual audit instrument. Health Place 16(6):1224–1229
Coast S (2010) How openstreetmap is changing the world. In: Tanaka K, Fröhlich P, Kim KS (eds) 10th International Symposium on Web and Wireless GIS (W2GIS2011), Springer, Lecture Notes in Computer Science, vol 6574, p 4. doi:10.1007/978-3-642-19173-2
Collier N, Doan S, Kawazoe A, Goodwin RM, Conway M, Tateno Y, Ngo QH, Dien D, Kawtrakul A, Takeuchi K, Shigematsu M, Taniguchi K (2008) Biocaster. Bioinformatics 24:2940–2941. doi:10.1093/bioinformatics/btn534. http://dl.acm.org/citation.cfm?id=1520805.1520809
Conrad C (2010) Google flu trends: mapping influenza in near real time. Int J Inf Dis 14(Supplement 1):e185–e185, 14th International Congress on Infectious Diseases (ICID) Abstracts
Conway PH, VanLare JM (2010) Improving access to health care data: The open government strategy. J Am Med Assoc (JAMA) 304(9):1007–1008
Curtis A, Mills JW (2012) Spatial video data collection in a post-disaster landscape: The tuscaloosa tornado of april 28th 2011. Appl Geogr 32(2):393–400
D’Amato G, Liccardi G, Cecchi L, Pellegrino F, D’Amato M (2010) Facebook: a new trigger for asthma? Lancet 376(9754):1740
Deshpande A, Jadad AR (2006) Web 2.0: Could it help move the health system into the 21st century? J Mens Health Gend 3(4):332–336
Diaz L, Granell C, Gould M, Huerta J (2011) Managing user-generated information in geospatial cyberinfrastructures. Future Gener Comp Syst 27(3):304–314
Ding D, Cooper RA, Pasquina PF, Fici-Pasquina L (2011) Sensor technology for smart homes. Maturitas 69(2):131–136
Ding F, Song G, Yin K, Li J, Song A (2009) A gps-enabled wireless sensor network for monitoring radioactive materials. Sens Actuators A: Physical 155(1):210–215
Drumea A, Svasta P (2010) Wireless sensor for temperature and humidity measurement. Constanta, Romania, vol 7821, pp Electromagnetica Goldstar S.R.L.; Maritime University of Constanta; Romanian Ministry of Education and Research
Ducut E, Fontelo P (2008) Mobile devices in health education: current use and practice. J Comp High Education 20:59–68. doi:10.1007/s12528-008-9003-2
Ediger D, Jiang K, Riedy J, Bader DA, Corley C (2010) Massive social network analysis: mining twitter for social good. In: Proceedings of the 2010 39th International Conference on Parallel Processing, IEEE Computer Society, Washington, DC, USA, ICPP ’10, pp 583–593. doi:10.1109/ICPP.2010.66
Eysenbach G (2008) Medicine 2.0: Social networking, collaboration, participation, apomediation, and openness. J Med Internet Res 10(3):e22
Eysenbach G (2009) Infodemiology and infoveillance: framework for an emerging set of public health informatics methods to analyze search, communication and publication behavior on the internet. J Med Internet Res 1:e11
Fabi (2011) Proposed features/healthcare 2.0. OpenStreetMap Wiki pages. http://wiki.openstreetmap.org/wiki/Proposed_features/Healthcare_2.0
FourSquare (2011) The FourSquare developer api. Developer Documentation available at http://developer.foursquare.com/
Freshminds (2008) Understanding digital exclusion research report. Tech. Rep. 978-1-4098-0640-4, UK Government, Department for Communities and Local Government, Communities and Local Government, Eland House, Bressenden Place, London SW1E 5DU. http://www.communities.gov.uk
Friesema I, Koppeschaar C, Donker G, Dijkstra F, van Noort S, Smallenburg R, van der Hoek W, van der Sande M (2009) Internet-based monitoring of influenza-like illness in the general population: experience of five influenza seasons in the netherlands. Vaccine 27(45):6353–6357
Goodchild M (2007) Citizens as sensors: the world of volunteered geography. GeoJ 69:211–221. doi:10.1007/s10708-007-9111-y
Gray NJ, Klein JD, Noyce PR, Sesselberg TS, Cantrill JA (2005) Health information-seeking behaviour in adolescence: the place of the internet. Soc Sci Med 60(7):1467–1478
Haklay M (2009) The digital divide of OpenStreetMap. http://povesham.wordpress.com/tag/deprivation/
Haklay M, Weber P (2008a) Openstreetmap: User-generated street maps. Pervasive Computing, IEEE 7(4):12–18. doi:10.1109/MPRV.2008.80
Haklay MM, Weber P (2008b) Openstreetmap: User-generated street maps. IEEE Pervasive Computing 7(4):12–18
Hannon J, McCarthy K, Smyth B (2011) Finding useful users on twitter: Twittomender the followee recommender. In: Clough P, Foley C, Gurrin C, Jones G, Kraaij W, Lee H, Mudoch V (eds) Advances in Information Retrieval, Lecture Notes in Computer Science, vol 6611, Springer, Berlin, pp 784–787
Hollenstein L, Purves R (2010) Exploring place through user-generated content: Using flickr to describe city cores. J Sp Inf Sci 1(1):21–48
Jacob R, Mooney P, Corcoran P, Winstanley AC (2010) Haptic-gis: exploring the possibilities. SIGSPATIAL Special 2:13–18: doi: 10.1145/1953102.1953105
Jacob R, Shalaik B, Winstanley AC, Mooney P (2011) Haptic feedback for passengers using public transport. Dijon, France, vol 166 CCIS, pp 24–32
Karan O, Bayraktar C, Gmkaya H, Karlk B (2012) Diagnosing diabetes using neural networks on small mobile devices. Expert Syst Appl 39(1):54–60
Kim S, Pinkerton T, Ganesh N (2011) Assessment of H1N1 questions and answers posted on the web. American J Infect Control, pp 211–217
Korhonen I, Bardram J (2004) Guest editorial introduction to the special section on pervasive healthcare. Information Technology in Biomedicine, IEEE Transact 8(3):229–234. doi:10.1109/TITB.2004.835337
Kostkova P, de Quincey E, Jawaheer G (2010) The potential of social networks for early warning nad outbreak detection systems: the swine flu twitter study. Int J Infect Dis 14(Supplement 1):e384–e385, 14th International Congress on Infectious Diseases (ICID) Abstracts
Kularatna N, Sudantha BH (2008) An environmental air pollution monitoring system based on the IEEE 1451 standard for low cost requirements. Sensors J IEEE 8(4):415–422. doi:10.1109/JSEN.2008.917477 http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=4459727&tag=1
Lampos V, Cristianini N (2010) Tracking the flu pandemic by monitoring the social web. In: Cognitive Information Processing (CIP), 2010 2nd International Workshop on, pp 411–416
Lee MG, Jung KK, Park YK, Yoo JJ (2011) Effect of in-vehicle parameters on the vehicle fuel economy. In: Kim Th, Adeli H, Robles RJ, Balitanas M (eds) Advanced Computer Science and Information Technology, Communications in Computer and Information Science, vol 195, Springer, Berlin Heidelberg, pp 132–142
Marsh A, Carroll D, Foggie R (2011) Collective health intelligence: a tool for public health. In: Bos L, Carroll D, Kun L, Marsh A, Roa LM (eds) Future Visions on Biomedicine and Bioinformatics 1, Communications in Medical and Care Compunetics, vol 1, Springer Berlin, Heidelberg, pp 21–41
Mooney P, Corcoran P (2011) Integrating volunteered geographic information into pervasive health computing applications. University College Dublin, Belfield, Dublin 4, Ireland, pp 93–100
Mooney P, Corcoran P, Winstanley AC (2010a) A study of data representation of natural features in openstreetmap. In: Proceedings of the 6th GIScience International Conference on Geographic Information Science, University of Zurich, GIScience 2010, p150
Mooney P, Corcoran P, Winstanley AC (2010b) Towards quality metrics for openstreetmap. In: Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM, New York, NY, USA, GIS ’10, pp 514–517
Morris K (2011) Tweet, post, share a new school of health communication. The Lancet Infectious Diseases 11(7):500–501
Murthy D, Gross A, Longwell S (2011) Twitter and e-health: a case study of visualizing cancer networks on twitter. In: 2011 International Conference on Information Society (i-Society), pp 110–113
Okazaki M, Matsuo Y (2011) Semantic twitter: Analyzing tweets for real-time event notification. In: Breslin J, Burg T, Kim HG, Raftery T, Schmidt JH (eds) Recent Trends and Developments in Social Software, Lecture Notes in Computer Science, vol 6045, Springer, Berlin, Heidelberg, pp 63–74
OpenStreetMap (2011a) An introduction to OpenStreetMap. From the OSM Wiki. http://wiki.openstreetmap.org/wiki/Main_Page
OpenStreetMap (2011b) The OpenStreetMap project. Online. http://www.openstreetmap.org
Ormeling F (2010) From ortelius to openstreetmap transformation of the map into a multifunctional signpost. In: Gartner G, Ortag F (eds) Cartography in Central and Eastern Europe, Lecture Notes in Geoinformation and Cartography, Springer, Berlin Heidelberg, pp 1–16
Orwat C, Rashid A, Holtmann C, Wolk M, Scheermesser M, Kosow H, Graefe A (2010) Adopting pervasive computing for routine use in healthcare. Pervasive Comp IEEE 9(2):64–71. doi:10.1109/MPRV.2010.25
OSM (2011) The map features page on openstreetmap.org—the community agreed ontology of tags. Online Wiki Page. http://wiki.openstreetmap.org/wiki/Map_Features (checked February 2011)
Over M, Schilling A, Neubauer S, Zipf A (2010) Generating web-based 3d city models from openstreetmap: The current situation in germany. Comp Environ Urban Syst 34(6):496–507, geoVisualization and the Digital City—Special issue of the International Cartographic Association Commission on GeoVisualization
Prakash S, Naveen T (2011) Pervasive computing application in vehicular technology. In: National Conference on Innovations in Emerging Technology (NCOIET), pp 165–169
Prier K, Smith M, Giraud-Carrier C, Hanson C (2011) Identifying health-related topics on twitter. In: Salerno J, Yang S, Nau D, Chai SK (eds) Social Computing, Behavioral-Cultural Modeling and Prediction, Lecture Notes in Computer Science, vol 6589, Springer, Berlin Heidelberg, pp 18–25
Rana RK, Chou CT, Kanhere SS, Bulusu N, Hu W (2010) Ear-phone: An end-to-end participatory urban noise mapping system. Stockholm, Sweden, pp 105–116
Reddy S, Shilton K, Denisov G, Cenizal C, Estrin D, Srivastava M (2010) Biketastic: sensing and mapping for better biking. Proceedings of the 28th international conference on Human factors in computing systems p 1817–1820. doi:10.1145/1753326.1753598
Reddy Y (2006) Pervasive computing: Implications, opportunities and challenges for the society. In: 1st International Symposium on Pervasive Computing and Applications, p 5
Schoofs A, Guerrieri A, Delaney D, O’Hare G, Ruzzelli A (2010) Annot: Automated electricity data annotation using wireless sensor networks. Boston, MA, United states
Stvilia B, Jrgensen C (2009) User-generated collection-level metadata in an online photo-sharing system. Library Inf Sci Res 31(1):54–65
Sun H, Zhao H, Mooney P, Zhao H, Liu D, Yan L (2011) A novel system for moving object detection using bionic compound eyes. J Bionic Eng 8(3):313–322
Syed-Abdul S, Lin CW, Scholl J, Fernandez-Luque L, Jian WS, Hsu MH, Liou DM, Li YC (2011) Facebook use leads to health-care reform in taiwan. Lancet 377(9783):2083–2084
Takahashi T, Abe S, Igata N (2011) Can twitter be an alternative of real-world sensors? In: Jacko J (ed) Human-Computer Interaction. Towards Mobile and Intelligent Interaction Environments, Lecture Notes in Computer Science, vol 6763, Springer, Heidelberg, pp 240–249
Teufl P, Kraxberger S (2011) Extracting semantic knowledge from twitter. In: Proceedings of the Third IFIP WG 8.5 international conference on Electronic participation, Springer-Verlag, Heidelberg, ePart’11, pp 48–59. http://dl.acm.org/citation.cfm?id=2035220.2035226
Thiagarajan A, Ravindranath L, LaCurts K, Madden S, Balakrishnan H, Toledo S, Eriksson J (2009) Vtrack: Accurate, energy-aware road traffic delay estimation using mobile phones. Berkeley, CA, United states, pp 85–98
Wang D, Agrawal DP, Toruksa W, Chaiwatpongsakorn C, Lu M, Keener TC (2010) Monitoring ambient air quality with carbon monoxide sensor-based wireless network. Communications of the ACM 53(5):138–141
Willard SD, Nguyen MM (2011) Internet search trends analysis tools can provide real-time data on kidney stone disease in the united states. Urology 185(4):e898–e899
Williams NJ, Van Dyk EE, Vorster FJ (2011) Monitoring solar home systems with pulse width modulation charge control. J Solar Energy Eng Transact ASME 133(2)
Wright D, Friedewald M, Gutwirth S, Langheinrich M, Mordini E, Bellanova R, Hert PD, Wadhwa K, Bigo D (2010) Sorting out smart surveillance. Comp Law Security Rev 26(4):343–354
Zarro M (2011) Healthcare information behavior: Implicit collaboration with social tagging systems. In: International Conference on Collaboration Technologies and Systems (CTS), p 639. doi:10.1109/CTS.2011.5928752
Zhou F, Yang HI, Álamo JMR, Wong JS, Chang CK (2010) Mobile personal health care system for patients with diabetes. In: Proceedings of the Aging friendly technology for health and independence, and 8th international conference on Smart homes and health telematics, Springer-Verlag, Berlin, Heidelberg, ICOST’10, pp 94–101
Zook M, Graham M, Shelton T, Gorman S (2010) Volunteered geographic information and crowdsourcing disaster relief: a case study of the haitian earthquake. World Med Health Policy 2(2):Article 2
Acknowledgments
Dr. Peter Mooney is a research fellow at the Dept. of Comp. Sci. NUIM and he is funded by the Irish Environmental Protection Agency STRIVE programme (grant 2008-FS-DM-14-S4). Dr. Padraig Corcoran is a post-doctoral researcher at the School of Computer Science and Informatics, University College Dublin. His work is funded by the Irish Research Council for Science Engineering Technology (IRCSET). Blazej Ciepluch is a PhD candidate in Computer Science at NUIM and is also funded by the EPA.
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Mooney, P., Corcoran, P. & Ciepluch, B. The potential for using volunteered geographic information in pervasive health computing applications. J Ambient Intell Human Comput 4, 731–745 (2013). https://doi.org/10.1007/s12652-012-0149-4
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DOI: https://doi.org/10.1007/s12652-012-0149-4