Chapter
Nov 9, 2017
Data Quality Control Framework of an Intelligent Community from a Big Data Perspective
Authors: Yujing Chen [email protected], Dong Wang [email protected], and Xuetong Wang [email protected]Author Affiliations
Publication: ICCREM 2017
Abstract
To solve the information island problem caused by the incompatibility of heterogeneous data and cross-platforms using the construction process of an intelligent community, ontology meta-modeling methods, and description logic were used. For each layer of data, standardized construction, data, metadata, meta-model, and relationships were formalized, and intelligent reasoning mechanisms were used to construct a data quality control framework. This framework can better facilitate data standardization and improved data quality as a data solution for the intelligent construction process.
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Published In
ICCREM 2017
Pages: 116 - 125
Copyright
© 2017 American Society of Civil Engineers.
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Published online: Nov 9, 2017
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Ph.D. Candidate, School of Management, Guangdong Univ. of Technology, Guangzhou 510520, China; Lecturer, Dept. of Insurance, Guangdong Univ. of Finance, Guangzhou 510521, China. E-mail: [email protected]
Lecturer, School of Business Administration, Guangzhou Univ., Guangzhou 510006, China. E-mail: [email protected]
Professor, School of Business Administration, Guangzhou Univ., Guangzhou 510006, China. E-mail: [email protected]
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