Conflict Resolution in Data Integration Using the Relationship Between Entities

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Nakhaei Zeinab; AHMADI ALI; SHARIFI ARASH; BADIE KAMBIZ

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Journal Paper

Paper Information

Journal: International Journal of Information and Communication Technology Research Year:2019 | Volume:11 | Issue:2 Page(s): 38-48

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Title

Conflict Resolution in Data Integration Using the Relationship Between Entities

Author(s)

Nakhaei Zeinab | AHMADI ALI | SHARIFI ARASH | BADIE KAMBIZ | Issue Writer Certificate

Keywords

Conflict Resolution

Data Fusion

Truth Discovery

Relation Assessment

Abstract

In this paper, we propose an approach to Data Fusion to enhance the accuracy of data integration. The proposed approach uses the information in the relationships between entities to find more evidence for the correctness or incorrectness of the values generated by different data sources. We also define some concepts and investigate the different methods for identifying relationships between entities. Then, we consider how to use these relationships to increase the accuracy of the Conflict Resolution process. Unlike many existing approaches, our proposed approach is at the high level of data abstraction. Using the information there exists at the high levels of data abstraction allows us to provide sufficient evidences where data is incomplete and there is no reliable source for the particular object. The evaluation results show that our proposed approach outperforms existing Conflict Resolution techniques.

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APA: Copy

Nakhaei, Zeinab, AHMADI, ALI, SHARIFI, ARASH, & BADIE, KAMBIZ. (2019). Conflict Resolution in Data Integration Using the Relationship Between Entities. INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY RESEARCH, 11(2), 38-48. SID. https://sid.ir/paper/756975/en

Vancouver: Copy

Nakhaei Zeinab, AHMADI ALI, SHARIFI ARASH, BADIE KAMBIZ. Conflict Resolution in Data Integration Using the Relationship Between Entities. INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY RESEARCH[Internet]. 2019;11(2):38-48. Available from: https://sid.ir/paper/756975/en

IEEE: Copy

Zeinab Nakhaei, ALI AHMADI, ARASH SHARIFI, and KAMBIZ BADIE, “Conflict Resolution in Data Integration Using the Relationship Between Entities,” INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY RESEARCH, vol. 11, no. 2, pp. 38–48, 2019, [Online]. Available: https://sid.ir/paper/756975/en

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