Provenance in databases: Why, how, and where

J Cheney, L Chiticariu, WC Tan - Foundations and Trends® …, 2009 - nowpublishers.com
Different notions of provenance for database queries have been proposed and studied in
the past few years. In this article, we detail three main notions of database provenance …

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 …

Trio a system for data uncertainty and lineage

CC Aggarwal - Managing and Mining Uncertain Data, 2009 - Springer
This chapter covers the Trio database management system. Trio is a robust prototype that
supports uncertain data and data lineage, along with the standard features of a relational …

The foundations for provenance on the web

L Moreau - Foundations and Trends® in Web Science, 2010 - nowpublishers.com
Provenance, ie, the origin or source of something, is becoming an important concern, since it
offers the means to verify data products, to infer their quality, to analyse the processes that …

Provenance-guided synthesis of datalog programs

M Raghothaman, J Mendelson, D Zhao… - Proceedings of the …, 2019 - dl.acm.org
We propose a new approach to synthesize Datalog programs from input-output
specifications. Our approach leverages query provenance to scale the counterexample …

The dichotomy of probabilistic inference for unions of conjunctive queries

N Dalvi, D Suciu - Journal of the ACM (JACM), 2013 - dl.acm.org
We study the complexity of computing a query on a probabilistic database. We consider
unions of conjunctive queries, UCQ, which are equivalent to positive, existential First Order …

Databases with uncertainty and lineage

O Benjelloun, A Das Sarma, A Halevy, M Theobald… - The VLDB Journal, 2008 - Springer
This paper introduces uldb s, an extension of relational databases with simple yet
expressive constructs for representing and manipulating both lineage and uncertainty …

Towards proactive event-driven computing

Y Engel, O Etzion - Proceedings of the 5th ACM international conference …, 2011 - dl.acm.org
Event driven architecture is a paradigm shift from traditional computing architectures which
employ synchronous, request-response interactions. In this paper we introduce a conceptual …

[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, **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 …

PrDB: managing and exploiting rich correlations in probabilistic databases

P Sen, A Deshpande, L Getoor - The VLDB Journal, 2009 - Springer
Due to numerous applications producing noisy data, eg, sensor data, experimental data,
data from uncurated sources, information extraction, etc., there has been a surge of interest …