Title :
A Novel Approach for Frame-Based Knowledge Similarity
Author :
Huang, Chin-Jung ; Tsai, Chi-Hong
Author_Institution :
Dept. of Mech. & CAE, St. John´´s Univ., Taipei
Abstract :
This study proposes the RF-RS-RV structure for frame-based knowledge and integrates methods of conditional probability, vector matrices, and rule-based inference to establish a frame-based knowledge similarity algorithm. This algorithm can accurately calculate frame-based knowledge similarity matrices and determine the relationship among knowledge items, this relationship can function as the knowledge source for conflicts treatments and increase the added-value of the knowledge, so wrong decisions be avoided.
Keywords :
data structures; inference mechanisms; knowledge representation; matrix algebra; probability; vectors; RF-RS-RV data structure; conditional probability; frame-based knowledge representation; frame-based knowledge similarity algorithm; rule-based inference; vector matrix; Artificial intelligence; Automation; Computer aided engineering; Computer architecture; Euclidean distance; Inference algorithms; Knowledge representation; Mechatronics; Solid modeling; Space technology;
Conference_Titel :
Innovative Computing Information and Control, 2008. ICICIC '08. 3rd International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-0-7695-3161-8
Electronic_ISBN :
978-0-7695-3161-8
DOI :
10.1109/ICICIC.2008.67
