Felix Naumann: Informationsintegration. 6 Felix Naumann: An Introduction to Duplicate Detection. The implementation of the algorithms is provided by the framework used in the. There is currently no tool that allows a user to integrate datasets in an ad-hoc way and does not require a too deep knowledge of the underlying process. Your task is to develop an extension for RapidMiner that contains operators for data integration tasks such as Identity Resolution, Schema Matching and Data Fusion. Many data integration solutions, however, require a high level of technical understanding from their users.
Master Thesis: Design and Implementation of a Data Integration
Data Integration over Distributed and Heterogeneous Data Endpoints
Data Quality Evaluation in Data Integration Systems
Data integration problems arise whenever data from separate sources needs to be combined as the basis for new applications. 3 Luna Dong, Divesh Srivastava: Big Data Integration. 5 Jérôme Euzenat, Pavel Shvaiko: Ontology Matching. 4 Serge Abiteboul, et al: Web Data Management. 7 Peter Christen: Data Matching - Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection. RapidMiner 7 How to extend RapidMiner 9, rapidMiner. These operators should allow any user who is comfortable with using RapidMiner to perform a full data integration process. IE 670 Web Data Integration lecture. Within the context of what is essayer english the Web, data integration techniques form the foundation for taking advantage of the ever growing number of publicly-accessible data sources and for enabling applications such as product comparison portals, location-based mashups, and data search engines. References: 1 AnHai Doan, Alon Halevy, Zachary Ives: Principles of Data Integration. Evaluate the extension with multiple use cases with respect to the data integration result and extension usability. Your skills: For more information please contact, christian Bizer or, oliver Lehmberg.
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