Online Spatial Crowdsensing With Expertise-Aware Truth Inference and Task Allocation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2021.3126045
Abstract: Emerging crowdsensing paradigm enables a large number of sensing applications, where much attention is drawn to the fundamental problems of data collection and truth inference. Existing works have devised manifold techniques to discover truth from… read more here.
Keywords: truth; expertise; truth inference; task allocation ... See more keywords
Uncertainty-aware Cross-Graph Learning for Conflicting Data Truth Inference in Vehicular Crowdsensing
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2025.3620466
Abstract: Vehicular crowdsensing (VCS) has become an emerging paradigm that exploits various sensor-equipped vehicles to accomplish challenging sensing tasks. However, VCS usually provides conflicting information since source discrepancies, prompting truth inference as an essential tool for… read more here.
Keywords: inference; truth inference; vehicular crowdsensing; uncertainty aware ... See more keywords