[PDF][PDF] 不确定性数据管理技术研究综述

周傲英, 金澈清, 王国仁, 李建中 - 计算机学报, 2009 - cjc.ict.ac.cn
摘要随着数据采集和处理技术的进步, 人们对数据的不确定性的认识也逐步深入. 在诸如经济,
军事, 物流, 金融, 电信等领域的具体应用中, 数据的不确定性普遍存在. 不确定性数据的表现形式 …

A survey of queries over uncertain data

Y Wang, X Li, X Li, Y Wang - Knowledge and information systems, 2013 - Springer
Uncertain data have already widely existed in many practical applications recently, such as
sensor networks, RFID networks, location-based services, and mobile object management …

Distance-based representative skyline

Y Tao, L Ding, X Lin, J Pei - 2009 IEEE 25th International …, 2009 - ieeexplore.ieee.org
Given an integer k, a representative skyline contains the k skyline points that best describe
the tradeoffs among different dimensions offered by the full skyline. Although this topic has …

Reverse top-k queries

A Vlachou, C Doulkeridis, Y Kotidis… - 2010 IEEE 26th …, 2010 - ieeexplore.ieee.org
Rank-aware query processing has become essential for many applications that return to the
user only the top-k objects based on the individual user's preferences. Top-k queries have …

Scalable skyline computation using object-based space partitioning

S Zhang, N Mamoulis, DW Cheung - Proceedings of the 2009 ACM …, 2009 - dl.acm.org
The skyline operator returns from a set of multi-dimensional objects a subset of superior
objects that are not dominated by others. This operation is considered very important in multi …

Probabilistic skyline operator over sliding windows

W Zhang, X Lin, Y Zhang, W Wang… - 2009 IEEE 25th …, 2009 - ieeexplore.ieee.org
Skyline computation has many applications including multi-criteria decision making. In this
paper, we study the problem of efficient processing of continuous skyline queries over …

Computing all skyline probabilities for uncertain data

MJ Atallah, Y Qi - Proceedings of the twenty-eighth ACM SIGMOD …, 2009 - dl.acm.org
Skyline computation is widely used in multi-criteria decision making. As research in
uncertain databases draws increasing attention, skyline queries with uncertain data have …

A survey of skyline query processing

C Kalyvas, T Tzouramanis - arXiv preprint arXiv:1704.01788, 2017 - arxiv.org
Living in the Information Age allows almost everyone have access to a large amount of
information and options to choose from in order to fulfill their needs. In many cases, the …

Monochromatic and bichromatic reverse top-k queries

A Vlachou, C Doulkeridis, Y Kotidis… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Nowadays, most applications return to the user a limited set of ranked results based on the
individual user's preferences, which are commonly expressed through top-k queries. From …

Cleaning uncertain data with quality guarantees

R Cheng, J Chen, X Xie - Proceedings of the VLDB Endowment, 2008 - dl.acm.org
Uncertain or imprecise data are pervasive in applications like location-based services,
sensor monitoring, and data collection and integration. For these applications, probabilistic …