Mining generalized associations of semantic relations from textual web content

• المؤلفون الرئيسيون: JIANG, Tao, TAN, Ah-hwee, WANG, We
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2007
• الموضوعات: RDF mining; association rule mining; relation association; text mining; Computer Engineering; Databases and Information Systems
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/5228; https://ink.library.smu.edu.sg/context/sis_research/article/6231/viewcontent/Mining_TKDE07.pdf

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...