Uncertain data: Forms, Semantics, Processing Queries / Trieu Minh Nhut Le, Thanh Ngoc Thi Nguyen, and Dung Hoang Thi Ngoc

Trieu, Minh Nhut Le and Thanh, Ngoc Thi Nguyen and Dung, Hoang Thi Ng (2020) Uncertain data: Forms, Semantics, Processing Queries / Trieu Minh Nhut Le, Thanh Ngoc Thi Nguyen, and Dung Hoang Thi Ngoc. Journal of Information and Knowledge Management (JIKM), 10 (1). pp. 30-42. ISSN 2289-5337

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Abstract

Data discovery is a broad discipline that comprises a various of techniques for extracting meaningful information. In practical, there are various reasons for uncertain data such as error devices of data collection, data transferring in interference environment, statistic or survey data, predict information and so on. Therefore, studying and discovering meaningful information on uncertain data have been more challenges. Some researches have been studied definitions and methods for uncertain data to solve specified scenarios according to satisfying criteria on semantics. In this paper, we first review and classify types of uncertain data in specific scenario. Secondly, some cases of queries processing to demonstrate the semantics on uncertain data are analysed based on their answers. Thirdly, we review almost probabilities of queries that has been used to evaluate the performing queries process according to semantics of uncertain. Lastly, we mention some problems of semantics and their answers which have been argued in doing uncertain data research.

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Item Type: Article
Creators:
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Trieu, Minh Nhut Le
UNSPECIFIED
Thanh, Ngoc Thi Nguyen
UNSPECIFIED
Dung, Hoang Thi Ng
UNSPECIFIED
Subjects: Z Bibliography. Library Science. Information Resources (General) > Library Science. Information Science
Divisions: Universiti Teknologi MARA, Selangor > Puncak Perdana Campus > Faculty of Information Management
Journal or Publication Title: Journal of Information and Knowledge Management (JIKM)
UiTM Journal Collections: UiTM Journal > International Journal of Information and Knowledge Management (JIKM)
ISSN: 2289-5337
Volume: 10
Number: 1
Page Range: pp. 30-42
Item ID: 43765
Uncontrolled Keywords: uncertain data, queries processing on uncertain data
URI: https://ir.uitm.edu.my/id/eprint/43765

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43765

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