TY - GEN
T1 - From participatory sensing to Mobile Crowd Sensing
AU - Guo, Bin
AU - Yu, Zhiwen
AU - Zhou, Xingshe
AU - Zhang, Daqing
PY - 2014
Y1 - 2014
N2 - The research on the efforts of combining human and machine intelligence has a long history. With the development of mobile sensing and mobile Internet techniques, a new sensing paradigm called Mobile Crowd Sensing (MCS), which leverages the power of citizens for large-scale sensing has become popular in recent years. As an evolution of participatory sensing, MCS has two unique features: (1) it involves both implicit and explicit participation; (2) MCS collects data from two user-participant data sources: mobile social networks and mobile sensing. This paper presents the literary history of MCS and its unique issues. A reference framework for MCS systems is also proposed. We further clarify the potential fusion of human and machine intelligence in MCS. Finally, we discuss the future research trends as well as our efforts to MCS.
AB - The research on the efforts of combining human and machine intelligence has a long history. With the development of mobile sensing and mobile Internet techniques, a new sensing paradigm called Mobile Crowd Sensing (MCS), which leverages the power of citizens for large-scale sensing has become popular in recent years. As an evolution of participatory sensing, MCS has two unique features: (1) it involves both implicit and explicit participation; (2) MCS collects data from two user-participant data sources: mobile social networks and mobile sensing. This paper presents the literary history of MCS and its unique issues. A reference framework for MCS systems is also proposed. We further clarify the potential fusion of human and machine intelligence in MCS. Finally, we discuss the future research trends as well as our efforts to MCS.
KW - Hybrid human-machine intelligence
KW - heterogeneous/cross-space data
KW - mobile crowd sensing
KW - participatory sensing
UR - https://www.scopus.com/pages/publications/84901303835
U2 - 10.1109/PerComW.2014.6815273
DO - 10.1109/PerComW.2014.6815273
M3 - 会议稿件
AN - SCOPUS:84901303835
SN - 9781479927364
T3 - 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, PERCOM WORKSHOPS 2014
SP - 593
EP - 598
BT - 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, PERCOM WORKSHOPS 2014
PB - IEEE Computer Society
T2 - 12th IEEE International Conference on Pervasive Computing and Communications, PerCom Workshops 2014
Y2 - 24 March 2014 through 28 March 2014
ER -