Answering skyline queries over incomplete data with crowdsourcing

X Miao, Y Gao, S Guo, L Chen, J Yin… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Due to the pervasiveness of incomplete data, incomplete data queries are vital in a large
number of real-life scenarios. Current models and approaches for incomplete data queries …

Incentive mechanism for the listing item task in crowdsourcing

S Wang, D Dang - Information Sciences, 2020 - Elsevier
Crowdsourcing is a new strategy of leveraging intelligence from a large number of workers
to complete tasks. An incentive mechanism is an effective way for improving the quality of …

Crowdsourced top-k queries by pairwise preference judgments with confidence and budget control

Y Li, H Wang, NM Kou, LH U, Z Gong - The VLDB Journal, 2021 - Springer
Crowdsourced query processing is an emerging technique that tackles computationally
challenging problems by human intelligence. The basic idea is to decompose a …

Evolutionary Fuzzy‐based gravitational search algorithm for query optimization in crowdsourcing system to minimize cost and latency

N Bhaskar, PM Kumar, JA Renjit - Computational Intelligence, 2021 - Wiley Online Library
Crowdsourcing is an environment where a group of users collaborates together to exchange
information and to find answers for complex problems (queries). Query optimization is the …

Efficient crowdsourced best objects finding via superiority probability based ordering for decision support systems

B Yin, W Zeng, X Wei - Expert Systems with Applications, 2023 - Elsevier
Best objects finding is a fundamental operation in decision support systems and
applications. When numerical values of objects cannot be obtained from existing computer …

Robust and High-Accessibility Ranking Method for Crowdsourcing-Based Decision Making

PAH Nguyen, PY Hsu - Group Decision and Negotiation, 2023 - Springer
With the advancement of online technologies in recent years, crowdsourcing data has been
used for numerous applications in many fields. The preference sequences obtained through …

[图书][B] Query processing over incomplete databases

Y Gao, X Miao - 2022 - books.google.com
Incomplete data is part of life and almost all areas of scientific studies. Users tend to skip
certain fields when they fill out online forms; participants choose to ignore sensitive …

Efficient algorithms for flexible sweep coverage in crowdsensing

P Huang, W Zhu, K Liao, T Sellis, Z Yu, L Guo - IEEE Access, 2018 - ieeexplore.ieee.org
Sweep coverage is an important covering technique in mobile crowdsensing, in which users
or participants are employed to periodically monitor a set of points of interest (POIs) each …

A confidence-aware top-k query processing toolkit on crowdsourcing

Y Li, NM Kou, H Wang, LH U, Z Gong - Proceedings of the VLDB …, 2017 - dl.acm.org
Ranking techniques have been widely used in ubiquitous applications like recommendation,
information retrieval, etc. For ranking computation hostile but human friendly items …

Iterative expectation maximization for reliable social sensing with information flows

L Ma, WP Tay, G Xiao - Information Sciences, 2019 - Elsevier
Social sensing relies on a large number of observations reported by different, possibly
unreliable, agents to determine if an event has occurred or not. In this paper, we consider …