Mining generalized associations of semantic relations from textual web content

• Main Authors: JIANG, Tao, TAN, Ah-hwee, WANG, We
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2007
• Subjects: RDF mining; association rule mining; relation association; text mining; Computer Engineering; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/5228; https://ink.library.smu.edu.sg/context/sis_research/article/6231/viewcontent/Mining_TKDE07.pdf
• Institution: Singapore Management University

Traditional text mining techniques transform free text into flat bags of words representation, which does not preserve sufficient semantics for the purpose of knowledge discovery. In this paper, we present a two-step procedure to mine generalized associations of semantic relations conveyed by the te...