Knowledge-Base-Management.pdf (130.92 kB)
Automated Knowledge Base Management: A Survey
A fundamental challenge in the intersection of Artificial Intelligence
and Databases consists of developing methods to automatically manage
Knowledge Bases which can serve as a knowledge source for computer
systems trying to replicate the decision-making ability of human
experts. Despite of most of the tasks involved in the building,
exploitation and maintenance of KBs are far from being trivial, and
significant progress has been made during the last years. However, there
are still a number of challenges that remain open. In fact, there are
some issues to be addressed in order to empirically prove the technology
for systems of this kind to be mature and reliable.