Mining RDF metadata for generalized association rules

• Main Authors: JIANG, Tao, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2006
• Subjects: Association Rule; Resource Description Framework; Terrorist Group; Resource Description Framework Data; Root Closure; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/6574; https://ink.library.smu.edu.sg/context/sis_research/article/7577/viewcontent/Jiang_Tan2006_Chapter_MiningRDFMetadataForGeneralize.pdf
• Institution: Singapore Management University

In this paper, we present a novel frequent generalized pattern mining algorithm, called GP-Close, for mining generalized associations from RDF metadata. To solve the over-generalization problem encountered by existing methods, GP-Close employs the notion of generalization closure for systematic over...