Data Conflict Resolution with Markov Logic Networks

Download Now
Provided by: Shandong Institute of Business And Technology
Topic: Big Data
Format: PDF
In data integration, data conflict resolution is the key issue which is closely related to the quality of integrated data. Interest in it has grown rapidly in recent years, and many approaches have been proposed. However, because they lack of considering all-round influence factors of data conflict, the resolution results of them are often inaccurate. On the other hand, when a new factor is considered, the existing methods need to redefine the conflict resolution functions or remodeling and are not adaptive. In this paper, the authors propose a novel data conflict resolution approach based on Markov Logic Networks (MLNs).
Download Now

Find By Topic