메뉴 건너뛰기




Volumn 47, Issue 3, 2017, Pages 392-403

ActiveCrowd: A Framework for Optimized Multitask Allocation in Mobile Crowdsensing Systems

Author keywords

Mobile crowd sensing (MCS); multiple tasks; platform; task allocation; ubiquitous computing

Indexed keywords

GENETIC ALGORITHMS;

EID: 85027526381     PISSN: 21682291     EISSN: None     Source Type: Journal    
DOI: 10.1109/THMS.2016.2599489     Document Type: Article
Times cited : (217)

References (39)
  • 1
    • 81355138524 scopus 로고    scopus 로고
    • Mobile crowdsensing: Current state and future challenges
    • Nov
    • R. K. Ganti, F. Ye, and H. Lei, "Mobile crowdsensing: Current state and future challenges," IEEE Commun. Mag., vol. 49, no. 11, pp. 32-39, Nov. 2011.
    • (2011) IEEE Commun. Mag , vol.49 , Issue.11 , pp. 32-39
    • Ganti, R.K.1    Ye, F.2    Lei, H.3
  • 2
    • 84939796428 scopus 로고    scopus 로고
    • Mobile crowd sensing and computing: The review of an emerging human-powered sensing paradigm
    • B. Guo et al., "Mobile crowd sensing and computing: The review of an emerging human-powered sensing paradigm," ACM Comput. Surv., vol. 48, no. 1, pp. 1-31, 2015.
    • (2015) ACM Comput. Surv , vol.48 , Issue.1 , pp. 1-31
    • Guo, B.1
  • 3
    • 84907923265 scopus 로고    scopus 로고
    • Crowdsensing the speaker count in the wild: Implications and applications
    • Oct
    • C. Xu, S. Li, Y. Zhang, E. Miluzzo, and Y. F. Chen, "Crowdsensing the speaker count in the wild: Implications and applications," IEEE Commun. Mag., vol. 52, no. 10, pp. 92-99, Oct. 2014.
    • (2014) IEEE Commun. Mag , vol.52 , Issue.10 , pp. 92-99
    • Xu, C.1    Li, S.2    Zhang, Y.3    Miluzzo, E.4    Chen, Y.F.5
  • 4
    • 84866633671 scopus 로고    scopus 로고
    • Locating in fingerprint space: Wireless indoor localization with little human intervention
    • Z. Yang, C. Wu, and Y. Liu, "Locating in fingerprint space: Wireless indoor localization with little human intervention," in Proc. ACM Annu. Int. Conf. Mobile Comput. Netw., 2012, pp. 459-470.
    • (2012) Proc. ACM Annu. Int. Conf. Mobile Comput. Netw , pp. 459-470
    • Yang, Z.1    Wu, C.2    Liu, Y.3
  • 7
    • 85027504217 scopus 로고    scopus 로고
    • Gigwalk. (2016). [Online]. Available: http://www.gigwalk.com/
    • (2016)
  • 8
    • 85027520482 scopus 로고    scopus 로고
    • WAZE. (2016). [Online]. Available: https://www.waze.com
    • (2016)
  • 9
    • 85027526341 scopus 로고    scopus 로고
    • Millionagents. (2015). [Online]. Available: http://www.millionagents. com/en/
    • (2015)
  • 12
    • 84908604900 scopus 로고    scopus 로고
    • Crowdrecruiter: Selecting participants for piggyback crowdsensing under probabilistic coverage constraint
    • D. Zhang, H. Xiong, L. Wang, and G. Chen, "Crowdrecruiter: Selecting participants for piggyback crowdsensing under probabilistic coverage constraint," in Proc. ACM Int. Joint Conf. Pervasive Ubiquitous Comput., 2014, pp. 703-714.
    • (2014) Proc. ACM Int. Joint Conf. Pervasive Ubiquitous Comput , pp. 703-714
    • Zhang, D.1    Xiong, H.2    Wang, L.3    Chen, G.4
  • 13
    • 84909608031 scopus 로고    scopus 로고
    • QoI-Aware multitask-oriented dynamic participant selection with budget constraints
    • Nov
    • Z. Song, C. H. Liu, J. Wu, and W. Wang, "QoI-Aware multitask-oriented dynamic participant selection with budget constraints," IEEE Trans. Veh. Technol., vol. 63, no. 9, pp. 4618-4632, Nov. 2014.
    • (2014) IEEE Trans. Veh. Technol , vol.63 , Issue.9 , pp. 4618-4632
    • Song, Z.1    Liu, C.H.2    Wu, J.3    Wang, W.4
  • 14
    • 84904411033 scopus 로고    scopus 로고
    • Toward optimal allocation of location dependent tasks in crowdsensing
    • S. He, D. H. Shin, J. Zhang, and J. Chen, "Toward optimal allocation of location dependent tasks in crowdsensing," in Proc. IEEE INFOCOM, 2014, pp. 745-753.
    • (2014) Proc. IEEE INFOCOM , pp. 745-753
    • He, S.1    Shin, D.H.2    Zhang, J.3    Chen, J.4
  • 15
    • 76349104135 scopus 로고    scopus 로고
    • Participatory sensing: A citizen-powered approach to illuminating the patterns that shape our world
    • J. Goldman et al., "Participatory sensing: A citizen-powered approach to illuminating the patterns that shape our world," White Paper, Foresight and Governance Project, 2009, pp. 1-15.
    • (2009) White Paper, Foresight and Governance Project , pp. 1-15
    • Goldman, J.1
  • 18
    • 79960392344 scopus 로고    scopus 로고
    • Amazon'smechanical turk: A new source of inexpensive, yet high-quality, data?
    • M. Buhrmester, T. Kwang, and S.D. Gosling, "Amazon'smechanical turk: A new source of inexpensive, yet high-quality, data?" Perspect. Psychol. Sci., vol. 6, no. 1, pp. 3-5, 2011.
    • (2011) Perspect. Psychol. Sci , vol.6 , Issue.1 , pp. 3-5
    • Buhrmester, M.1    Kwang, T.2    Gosling, S.D.3
  • 19
    • 78649281044 scopus 로고    scopus 로고
    • Social media technology and government transparency
    • Nov
    • J. C. Bertot, P. T. Jaeger, S. Munson, and T. Glaisyer, "Social media technology and government transparency," IEEE Computer, vol. 43, no. 11, pp. 53-59, Nov. 2010.
    • (2010) IEEE Computer , vol.43 , Issue.11 , pp. 53-59
    • Bertot, J.C.1    Jaeger, P.T.2    Munson, S.3    Glaisyer, T.4
  • 24
    • 84978286005 scopus 로고    scopus 로고
    • ICrowd: Near-optimal task allocation for piggyback crowdsensing
    • Aug
    • H. Xiong, D. Zhang, G. Chen, L. Wang, V. Gauthier, and L. E. Barnes. "iCrowd: Near-optimal task allocation for piggyback crowdsensing," IEEE Trans. Mobile Comput., vol. 15, no. 8, pp. 2010-2022, Aug. 2016.
    • (2016) IEEE Trans. Mobile Comput , vol.15 , Issue.8 , pp. 2010-2022
    • Xiong, H.1    Zhang, D.2    Chen, G.3    Wang, L.4    Gauthier, V.5    Barnes, L.E.6
  • 26
    • 84964692972 scopus 로고    scopus 로고
    • Dynamic participant recruitment of mobile crowd sensing for heterogeneous sensing tasks
    • H. Li, T. Li, and Y. Wang, "Dynamic participant recruitment of mobile crowd sensing for heterogeneous sensing tasks," in Proc. 8th Int. IEEE Conf. Mobile Ad-Hoc Sensor Syst., 2015, pp. 1-9.
    • (2015) Proc. 8th Int. IEEE Conf. Mobile Ad-Hoc Sensor Syst , pp. 1-9
    • Li, H.1    Li, T.2    Wang, Y.3
  • 29
    • 0036631210 scopus 로고    scopus 로고
    • Heuristic genetic algorithms for general capacitated lot-sizing problems
    • J. Xie and J. Dong, "Heuristic genetic algorithms for general capacitated lot-sizing problems," Comput. Math. Appl., vol. 44, no. 1, pp. 263-276, 2002.
    • (2002) Comput. Math. Appl , vol.44 , Issue.1 , pp. 263-276
    • Xie, J.1    Dong, J.2
  • 30
    • 33745632088 scopus 로고    scopus 로고
    • The roulette wheel: An aid to informed decision making
    • J. R. Hoffman et al., "The roulette wheel: An aid to informed decision making," PLoS Med., vol. 3, no. 6, pp. 743-748, 2006.
    • (2006) PLoS Med , vol.3 , Issue.6 , pp. 743-748
    • Hoffman, J.R.1
  • 31
    • 72949110193 scopus 로고    scopus 로고
    • Mobility models for vehicular ad hoc networks: A survey and taxonomy
    • Fourth Quarter
    • J. Harri, F. Filali, and C. Bonnet, "Mobility models for vehicular ad hoc networks: A survey and taxonomy," IEEE Commun. Surveys Tuts., vol. 11, no. 3, pp. 19-41, Fourth Quarter 2009.
    • (2009) IEEE Commun. Surveys Tuts , vol.11 , Issue.3 , pp. 19-41
    • Harri, J.1    Filali, F.2    Bonnet, C.3
  • 32
    • 78751695735 scopus 로고    scopus 로고
    • Revising the greedy approach to submodular set functionmaximization
    • P. R. Goundan and A. S. Schulz, "Revising the greedy approach to submodular set functionmaximization," Optim. Online, no. 8, pp. 1-25, 2007.
    • (2007) Optim. Online , Issue.8 , pp. 1-25
    • Goundan, P.R.1    Schulz, A.S.2
  • 33
    • 51249182537 scopus 로고
    • An analysis of the greedy algorithm for the submodular set covering problem
    • L. A. Wolsey, "An analysis of the greedy algorithm for the submodular set covering problem," Combinatorica, vol. 11, no. 3, pp. 385-393, 1982.
    • (1982) Combinatorica , vol.11 , Issue.3 , pp. 385-393
    • Wolsey, L.A.1
  • 35
    • 84954228049 scopus 로고    scopus 로고
    • SmartEye: Real-time and efficient cloud image sharing for disaster environments
    • Y. Hua, W. He, X. Liu, and D. Feng, "SmartEye: Real-time and efficient cloud image sharing for disaster environments," in Proc. IEEEINFOCOM, 2015, pp. 1616-1624.
    • (2015) Proc. IEEEINFOCOM , pp. 1616-1624
    • Hua, Y.1    He, W.2    Liu, X.3    Feng, D.4
  • 36
    • 84939807945 scopus 로고    scopus 로고
    • SmartPhoto: A resource-aware crowdsourcing approach for image sensing with smartphones
    • Y. Wang, W. Hu, Y. Wu, and G. Cao, "SmartPhoto: A resource-aware crowdsourcing approach for image sensing with smartphones," in Proc. ACM Int. Symp. Mobile Ad Hoc Netw. Comput., 2014, pp. 113-122.
    • (2014) Proc. ACM Int. Symp. Mobile Ad Hoc Netw. Comput , pp. 113-122
    • Wang, Y.1    Hu, W.2    Wu, Y.3    Cao, G.4
  • 38
    • 84888172193 scopus 로고    scopus 로고
    • Mining expertise and interests from social media
    • I. Guy et al., "Mining expertise and interests from social media," in Proc. Int. Conf. World Wide Web, 2013, pp. 515-526.
    • (2013) Proc. Int. Conf. World Wide Web , pp. 515-526
    • Guy, I.1
  • 39
    • 84928574717 scopus 로고    scopus 로고
    • FlierMeet: A mobile crowdsensing system for cross-space public information reposting, tagging, and sharing
    • Oct. 1
    • B. Guo, H. Chen, Z. Yu, X. Xie, S. Huangfu, and D. Zhang, "FlierMeet: A mobile crowdsensing system for cross-space public information reposting, tagging, and sharing," IEEE Trans. Mobile Comput., vol. 14, no. 10, pp. 2020-2033, Oct. 1, 2015.
    • (2015) IEEE Trans. Mobile Comput , vol.14 , Issue.10 , pp. 2020-2033
    • Guo, B.1    Chen, H.2    Yu, Z.3    Xie, X.4    Huangfu, S.5    Zhang, D.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.