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Possible and Certain Answers for Queries over Order-Incomplete Data
Abstract : To combine and query ordered data from multiple sources, one needs to handle uncertainty about the possible orderings. Examples of such “order-incomplete” data include integrated event sequences such as log entries; lists of properties (e.g., hotels and restaurants) ranked by an unknown function reflecting relevance or customer ratings; and documents edited concurrently with an uncertain order on edits. This paper introduces a query language for order-incomplete data, based on the positive relational algebra with order-aware accumulation. We use partial orders to represent order-incomplete data, and study possible and certain answers for queries in this context. We show that these problems are respectively NP-complete and coNP-complete, but identify many tractable cases depending on the query operators or input partial orders.
Cited literature [25 references]
https://hal.inria.fr/hal-01614571
Contributor : Pierre Senellart <>
Submitted on : Monday, July 31, 2017 - 12:20:05 PM
Last modification on : Saturday, January 16, 2021 - 3:29:03 AM
Contributor : Pierre Senellart <>
Submitted on : Monday, July 31, 2017 - 12:20:05 PM
Last modification on : Saturday, January 16, 2021 - 3:29:03 AM
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1707.07222.pdf
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Distributed under a Creative Commons Attribution 4.0 International License