Steered crowdsensing: Incentive design towards quality-oriented place-centric crowdsensing

UbiComp 2014 - Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing

Volumn , Issue , 2014, Pages 691-701

  Kawajiri, Ryoma ^a   Shimosaka, Masamichi ^a   Kahima, Hisashi ^b  

^a UNIVERSITY OF TOKYO   (Japan)

^b KYOTO UNIVERSITY   (Japan)

Author keywords

Gamification; Incentive mechanism; Mobile crowdsourcing

Indexed keywords

POPULATION STATISTICS; QUALITY OF SERVICE; TELECOMMUNICATION SERVICES; UBIQUITOUS COMPUTING;

APPLICATION SCENARIO; BUILDING PROCESS; COMMERCIAL APPLICATIONS; FEASIBILITY STUDIES; GAMIFICATION; INCENTIVE MECHANISM; INDOOR LOCALIZATION SYSTEMS; MOBILE CROWDSOURCING;

LOCATION BASED SERVICES;

EID: 84908565516     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2632048.2636064     Document Type: Conference Paper

References (32)

1. Colopl. http://colopl.co.jp.
2. Field agent. http://www.fieldagent.net.
3. Fitbit. http://www.fitbit.com.
4. Foursquare. https://foursquare.com.
5. Gigwalk. http://gigwalk.com.
6. Ingress. http://www.ingress.com.
7. Tabelog. http://tabelog.com.
8. Yelp. http://www.yelp.com.
9. Abe, N., and Mamitsuka, H. Query learning strategies using boosting and bagging. In Proc. ICML 1998, Morgan Kaufmann Publishers Inc. (1998), 1-9.
10. Anderson, A., Huttenlocher, D., Kleinberg, J., and Leskovec, J. Steering user behavior with badges. In Proc. WWW 2013, International World Wide Web Conferences Steering Committee (2013), 95-106.
11. Azizyan, M., Constandache, I., and Roy Choudhury, R. Surroundsense: mobile phone localization via ambience fingerprinting. In Proc. MobiCom 2009, ACM (2009), 261-272.
12. Bahl, P., and Padmanabhan, V. N. RADAR: An in-building Rf-based user location and tracking system. In Proc. INFOCOM 2000, vol. 2, IEEE (2000), 775-784.
13. Bahl, P., Padmanabhan, V. N., and Balachandran, A. A software system for locating mobile users: Design, evaluation, and lessons. online document, Microsoft Research (2000).
14. Chon, Y., Lane, N. D., Kim, Y., Zhao, F., and Cha, H. Understanding the coverage and scalability of place-centric crowd sensing. In Proc. UbiComp 2013, ACM (2013), 3-12.
15. Chon, Y., Lane, N. D., Li, F., Cha, H., and Zhao, F. Automatically characterizing places with opportunistic crowd sensing using smart phones. In Proc. UbiComp 2012, ACM (2012), 481-490.
16. Cohn, D. A., Ghahramani, Z., and Jordan, M. I. Active learning with statistical models. CoRR cs.AI/9603104 (1996).
17. Deterding, S., Sicart, M., Nacke, L., O'Hara, K., and Dixon, D. Gamification. using game-design elements in non-gaming contexts. In CHI '11 Extended Abstracts on Human Factors in Computing Systems, ACM (2011), 2425-2428.
18. Fu, K. S. Sequential methods in pattern recognition and machine learning, vol. 14. Academic press New York, 1968.
19. He, W., Liu, X., and Ren, M. Location cheating: A security challenge to location-based social network services. In Proc. ICDCS 2011, IEEE (2011), 740-749.
20. Jaimes, L. G., Vergara-Laurens, I., and Labrador, M. A. A location-based incentive mechanism for participatory sensing systems with budget constraints. In Proc. PerCom 2012, IEEE (2012), 103-108.
21. Kawajiri, R., Shimosaka, M., Fukui, R., and Sato, T. Frustratingly simplified deployment in WLAN localization by learning from route annotation. In Proc. ACML 2012, JMLR (2012).
22. Koutsopoulos, I. Optimal incentive-driven design of participatory sensing systems. In Proc. INFOCOM 2013, IEEE (2013), 1402-1410.
23. Lane, N. D., Xu, Y., Lu, H., Hu, S., Choudhury, T., Campbell, A. T., and Zhao, F. Enabling large-scale human activity inference on smartphones using community similarity networks (csn). In Proc. UbiComp 2011, ACM (2011), 355-364.
24. Lomasky, R., Brodley, C. E., Aernecke, M., Walt, D., and Friedl, M. Active class selection. In Proc. ECML 2007. Springer, 2007, 640-647.
25. Meschtscherjakov, A., Reitberger, W., Lankes, M., and Tscheligi, M. Enhanced shopping: A dynamic map in a retail store. In Proc. UbiComp 2008, ACM (2008), 336-339.
26. Ouyang, R. W., Srivastava, A., Prabahar, P., Roy Choudhury, R., Addicott, M., and McClernon, F. J. If you see something, swipe towards it: Crowd sourced event localization using smart phones. In Proc. Ubicomp 2013, ACM (2013), 23-32.
27. Reddy, S., Estrin, D., and Srivastava, M. Recruitment framework for participatory sensing data collections. In Proc. Pervasive 2010. Springer, 2010, 138-155.
28. Rula, J., and Bustamante, F. E. Crowd (soft) control: moving beyond the opportunistic. In Proc. Hot Mobile 2012, ACM (2012), 3.
29. Settles, B. Active learning literature survey. Computer Sciences Technical Report 1648, University of Wisconsin-Madison, 2009.
30. Tuite, K., Snavely, N., Hsiao, D.-y., Tabing, N., and Popovic, Z. Photocity: Training experts at large-scale image acquisition through a competitive game. In Proc. CHI 2011, ACM (2011), 1383-1392.
31. Yang, D., Xue, G., Fang, X., and Tang, J. Crowd sourcing to smart phones: Incentive mechanism design for mobile phone sensing. In Proc. MobiCom 2012, ACM (2012), 173-184.
32. Zichermann, G., and Cunningham, C. Gamification by design: Implementing game mechanics in web and mobile apps. O'Reilly Media, Inc., 2011.