Crowdsourcing a cyclist perspective on suggested recreational paths in real-world networks

Cartography and Geographic Information Science

Volumn 44, Issue 5, 2017, Pages 422-435

  Baker, Kevin ^a,b   Ooms, Kristien ^b   Verstockt, Steven ^b   Brackman, Pascal ^a   De Maeyer, Philippe ^b   Van de Walle, Rik ^b  

^a RouteYou   (Belgium)

^b GHENT UNIVERSITY   (Belgium)

Author keywords

crowdsourcing; leisure; Mapping; online communities; routing; user generated content

Indexed keywords

ECONOMIC AND SOCIAL EFFECTS; GRAPH THEORY; MAPPING; ONLINE SYSTEMS; SOCIAL NETWORKING (ONLINE);

LEISURE; LEISURE ACTIVITIES; MORPHOLOGICAL PARAMETERS; NAVIGATION SERVICE; ON-LINE COMMUNITIES; REAL-WORLD NETWORKS; ROUTING; USER-GENERATED CONTENT;

CROWDSOURCING;

CROWDSOURCING; CYCLE TRANSPORT; DATA SET; GPS; HISTORICAL RECORD; INTERNET; LEISURE INDUSTRY; MAPPING; NAVIGATION; PERCEPTION; RECREATIONAL FACILITY; ROUTING;

EID: 84974777248     PISSN: 15230406     EISSN: 15450465     Source Type: Journal    
DOI: 10.1080/15230406.2016.1192486     Document Type: Article

References (49)

1. Alivand, M., H., Hochmair, and S., Srinivasan. 2015. “Analyzing How Travelers Choose Scenic Routes Using Route Choice Models.” Computers, Environment and Urban Systems 50:41–52. doi:10.1016/j.compenvurbsys.2014.10.004.
2. Bakillah, M., J., Lauer, S. H., Liang, A., Zipf, J. J., Arsanjani, A., Mobasheri, and L., Loos. 2014. “Exploiting Big VGI to Improve Routing and Navigation Services.” In Big Data Techniques and Technologies in Geoinformatics, edited by H. A., Karimi, 177–192. Boca Raton, FL:CRC Press. doi:10.1201/b16524-10.
3. Bergström, A., and R., Magnusson. 2003. “Potential of Transferring Car Trips to Bicycle during Winter.” Transportation Research Part A:Policy and Practice 37 (8):649–666. doi:10.1016/S0965-8564(03)00012-0.
4. Bierlaire, M., and E., Frejinger. 2008. “Route Choice Modeling with Network-Free Data.” Transportation Research Part C:Emerging Technologies 16 (2):187–198. doi:10.1016/j.trc.2007.07.007.
5. Black, W. R., 1992. “Network Autocorrelation in Transport Network and Flow Systems.” Geographical Analysis 24 (3):207–222. doi:10.1111/j.1538-4632.1992.tb00262.x.
6. Boen, F., W., Lagae, and J., Scheerder. 2011. Vlaanderen Fietst! Sociaalwetenschappelijk Onderzoek Naar Fietssportmarkt. Ghent:Academia Press.
7. Broach, J., J., Dill, and J., Gliebe. 2012. “Where Do Cyclists Ride? A Route Choice Model Developed with Revealed Preference {GPS} Data.” Transportation Research Part A:Policy and Practice 46 (10):1730–1740. doi:10.1016/j.tra.2012.07.005.
8. Damant-Sirois, G., M., Grimsrud, and A. M., El-Geneidy. 2014. “Whats Your Type:A Multidimensional Cyclist Typology.” Transportation 41 (6):1153–1169. doi:10.1007/s11116-014-9523-8.
9. Dhakar, N., and S., Srinivasan. 2014. “Route Choice Modeling Using GPS-Based Travel Surveys.” Transportation Research Record:Journal of the Transportation Research Board 2413:65–73. doi:10.3141/2413-07.
10. Eppstein, D., 1994. “Finding the K Shortest Paths.” In Proceedings of the 35th Anual Symposium on Foundations of Computer Science, 154–165. New York:IEEE.doi:10.1109/SFCS.1994.365697.
11. Fotheringham, A. S., 1981. “Spatial Structure and Distance-Decay Parameters.” Annals of the Association of American Geographers 71 (3):425–436. http://www.jstor.org/stable/2562901.
12. Golledge, R. G., 1999. Wayfinding Behavior:Cognitive Mapping and Other Spatial Processes. Baltimore:Johns Hopkins University Press.
13. Government of Flanders. 2012. Flanders in 2050:Human Scale in a Metropolis? - Spatial Policy Plan. [In Dutch] Brussels:RWO. http://ebl.vlaanderen.be/publications/documents/32629.
14. Haklay, M., 2010. “How Good Is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets.” Environment and Planning. B, Planning & Design 37 (4):682–703. doi:10.1068/b35097.
15. Haklay, M., 2013. “Citizen Science and Volunteered Geographic Information:Overview and Typology of Participation.” In Crowdsourcing Geographic Knowledge, edited by D., Sui, S., Elwood, and M., Goodchild, 105–122. Dordrecht:Springer Netherlands. doi:10.1007/978-94-007-4587-2_7.
16. Haklay, M., and P., Weber. 2008. “OpenStreetMap:User-Generated Street Maps.” IEEE Pervasive Computing 7 (4):12–18. doi:10.1109/MPRV.2008.80.
17. Hochmair, H. H., and G., Navratil. 2008. “Computation of Scenic Routes in Street Networks.” In Geospatial Crossroads@ GI_Forum’08:Proceedings of the Geoinformatics Forum Salzburg, edited by A., Car, G., Griesebner, and J., Strobl, 124–133. Heidelberg Wichmann.
18. Hochmair, H. H., D., Zielstra, and P., Neis. 2015. “Assessing the Completeness of Bicycle Trail and Lane Features in OpenStreetMap for the United States.” Transactions in GIS 19 (1):63–81. doi:10.1111/tgis.12081.
19. Hood, J., E., Sall, and B., Charlton. 2011. “A GPS-Based Bicycle Route Choice Model for San Francisco, California.” Transportation Letters 3 (1):63–75. doi:10.3328/TL.2011.03.01.63-75.
20. Howe, J., 2006. “The Rise of Crowdsourcing.” Wired Magazine, June 01. http://archive.wired.com/wired/archive/14.06/crowds.html.
21. Huang, H., S., Klettner, M., Schmidt, G., Gartner, S., Leitinger, A., Wagner, and R., Steinmann. 2014. “AffectRoute–Considering People’s Affective Responses to Environments for Enhancing Route-Planning Services.” International Journal of Geographical Information Science 28 (12):2456–2473. doi:10.1080/13658816.2014.931585.
22. Kessler, F., 2011. “Volunteered Geographic Information:A Bicycling Enthusiast Perspective.” Cartography and Geographic Information Science 38 (3):258–268. doi:10.1559/15230406382258.
23. Kimerling, A. J., A. R., Buckley, P. C., Muehrcke, and J. O., Muehrcke. 2009. Map Use:Reading and Analysis. Vol. 6. Redlands:ESRI Press.
24. Luxen, D., and C., Vetter. 2011. “Real-time Routing with OpenStreetMap Data.” In Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS ’11, 513–516. New York:ACM. doi:10.1145/2093973.2094062.
25. Menghini, G., N., Carrasco, N., Schüssler, and K. W., Axhausen. 2010. “Route Choice of Cyclists in Zurich.” Transportation Research Part A:Policy and Practice 44 (9):754–765. doi:10.1016/j.tra.2010.07.008.
26. Mooney, P., and P., Corcoran. 2012. “The Annotation Process in OpenStreetMap.” Transactions in GIS 16 (4):561–579. doi:10.1111/j.1467-9671.2012.01306.x.
27. Mooney, P., K., Rehrl, and H., Hochmair. 2013. “Action and Interaction in Volunteered Geographic Information:A Workshop Review.” Journal of Location Based Services 7 (4):291–311. doi:10.1080/17489725.2013.859310.
28. Mooney, P., and A., Winstanley. 2006. “An Evolutionary Algorithm for Multicriteria Path Optimization Problems.” International Journal of Geographical Information Science 20 (4):401–423. doi:10.1080/13658810600607766.
29. Okabe, A., and K., Sugihara. 2012. Spatial Analysis Along Networks:Statistical and Computational Methods. Statistics in Practice. Chichester, UK:Wiley.
30. Oksanen, J., C., Bergman, J., Sainio, and J., Westerholm. 2015. “Methods for Deriving and Calibrating Privacy-Preserving Heat Maps from Mobile Sports Tracking Application Data.” Journal of Transport Geography 48:135–144. doi:10.1016/j.jtrangeo.2015.09.001.
31. Pigram, J. J. J., and J. M., Jenkins. 1999. Outdoor Recreation Management. Vol. 5. London:Psychology Press.
32. Pippig, K., D., Burghardt, and N., Prechtel. 2013. “Semantic Similarity Analysis of User-Generated Content for Theme-Based Route Planning.” Journal of Location Based Services 7 (4):223–245. doi:10.1080/17489725.2013.804214.
33. Popescu, A., G., Grefenstette, and P.-A., Moëllic. 2009. “Mining Tourist Informationfrom User-supplied Collections.” In Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM ’09, 1713–1716. New York:ACM. doi:10.1145/1645953.1646211.
34. Prato, C. G., 2009. “Route Choice Modeling:Past, Present and Future Research Directions.” Journal of Choice Modelling 2 (1):65–100. doi:10.1016/S1755-5345(13)70005-8.
35. Quddus, M. A., W. Y., Ochieng, and R. B., Noland. 2007. “Current Map-Matching Algorithms for Transport Applications:State-Of-The Art and Future Research Directions.” Transportation Research Part C:Emerging Technologies 15 (5):312–328. doi:10.1016/j.trc.2007.05.002.
36. Quercia, D., N. K., O’Hare, and H., Cramer. 2014. “Aesthetic Capital:What Makes London Look Beautiful, Quiet, and Happy?” In Proceedings of the 17th ACM Conference on Computer Supported Cooperative Work & Social Computing, CSCW ’14, 945–955. New York:ACM. doi:10.1145/2531602.2531613.
37. Quercia, D., R., Schifanella, and L. M., Aiello. 2014. “The Shortest Path to Happiness:Recommending Beautiful, Quiet, and Happy Routes in the City.” CoRR Abs/1407 1031:116–125. http://arxiv.org/abs/1407.1031.
38. Rattenbury, T., N., Good, and M., Naaman. 2007. “Towards Automatic Extraction of Event and Place Semantics from Flickr Tags.” In Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR ’07, 103–110. New York:ACM. doi:10.1145/1277741.1277762.
39. Reddy, S., M., Mun, J., Burke, D., Estrin, M., Hansen, and M., Srivastava. 2010. “Using Mobile Phones to Determine Transportation Modes.” ACM Transactions on Sensor Networks 6 (2):1–27. doi:10.1145/1689239.
40. Rubin, J., and D., Chisnell. 2008. Handbook of Usability Testing:How to Plan, Design and Conduct Effective Tests. Second Edition. Indianapolis:Wiley.
41. Snizek, B., S., Nielsen, T., Alexander, and H., Skov-Petersen. 2013. “Mapping Bicyclists’ Experiences in Copenhagen.” Journal of Transport Geography 30:227–233. doi:10.1016/j.jtrangeo.2013.02.001.
42. Srivastava, M., T., Abdelzaher, and B., Szymanski. 2012. “Human-Centric Sensing.” Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences 370 (1958):176–197. doi:10.1098/rsta.2011.0244.
43. Steenberghen, T., K., Aerts, and I., Thomas. 2010. “Spatial Clustering of Events on a Network.” Journal of Transport Geography 18 (3):411–418. doi:10.1016/j.jtrangeo.2009.08.005.
44. Swan, M., 2013. “The Quantified Self:Fundamental Disruption in Big Data Science and Biological Discovery.” Big Data 1 (2):85–99. doi:10.1089/big.2012.0002.
45. Tolman, E. C., 1948. “Cognitive Maps in Rats and Men.” Psychological Review 55 (4):189–208. doi:10.1037/h0061626.
46. Verstockt, S., V., Slavkovikj, P., De Potter, J., Slowack, and V. D. W., Rik. 2013. “Multi-Modal Bike Sensing for Automatic Geo-Annotation Geo-Annotation of Road/Terrain Type by Participatory Bike-Sensing.” In SIGMAP 2013–Proceedings of the 10th International Conference on Signal Processing and Multimedia Applications and 10th International Conference on Wireless Information Networks and Systems, edited by E. Cabello and M. Virvou, 39–43. Setúbal, Portugal:SciTePress. doi:10.5220/0004531100390049.
47. Zheng, Y.-T., S., Yan, Z.-J., Zha, L., Yiqun, X., Zhou, T.-S., Chua, and R., Jain. 2013. “GPSView:A Scenic Driving Route Planner.” ACM Transactions on Multimedia Computing, Communications, and Applications 9 (1):3:1–3:18. doi:10.1145/2422956.2422959.
48. Zheng, Y., L., Zhang, X., Xie, and M., Wei-Ying. 2009. “Mining Interesting Locations and Travel Sequences from GPS Trajectories.” In Proceedings of the 18th International Conference on World Wide Web, WWW ’09, 791–800. New York:ACM. doi:10.1145/1526709.1526816.
49. Zielstra, D., H. H., Hochmair, and P., Neis. 2013. “Assessing the Effect of Data Imports on the Completeness of Openstreetmap–A United States Case Study.” Transactions in GIS 17 (3):315–334. doi:10.1111/tgis.12037.