International Journal of Information and Communication Technology Research
مجله بین المللی ارتباطات و فناوری اطلاعات
International Journal of Information and Communication Technology Research
Engineering & Technology
http://ijict.itrc.ac.ir
1
admin
2251-6107
2783-4425
doi
1652
25391
en
jalali
1398
3
1
gregorian
2019
6
1
11
2
online
1
fulltext
other
Conflict Resolution in Data Integration Using the Relationship Between Entities
فناوری اطلاعات
Information Technology
پژوهشي
Research
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.
Keywords- Conflict Resolution, Data Fusion, Truth Discovery, Relation Assessment
38
49
http://ijict.itrc.ac.ir/browse.php?a_code=A-10-4299-2&slc_lang=other&sid=1
Zeinab
Nakhaei
zeinab.nakhaei@srbiau.ac.ir
10031947532846001436
10031947532846001436
No
Dept. of Computer Engineering Science and Research Branch, Islamic Azad University
Ali
Ahmadi
ahmadi@kntu.ac.ir
10031947532846001437
10031947532846001437
Yes
Faculty of Computer Engineering K.N. Toosi University of Technology School of Computer Science
Arash
Sharifi
a.sharifi@srbiau.ac.ir
10031947532846001438
10031947532846001438
No
Dept. of Computer Engineering Science and Research Branch, Islamic Azad University
Kambiz
Badie
k_badie@itrc.ac.ir
10031947532846001439
10031947532846001439
No
Iran Telecommunication Research Center (ITRC) IT Research Faculty