Automated knowledge discovery in advanced knowledge management
نویسندگان
چکیده
منابع مشابه
Automated knowledge discovery in advanced knowledge management
Knowledge Management is a discipline with many faces – among very provocative ones is the research area dealing with automatic discovery of the hidden truth within the data describing the world around us. The basic idea of knowledge discovery is to let the computer search for the knowledge whereas the humans give just broad directions about where and how to search. Surprisingly, it is often the...
متن کاملAutomated Knowledge Discovery from Simulators
In this paper, we explore one aspect of knowledge discovery from simulators, the landscape characterization problem, where the aim is to identify regions in the input/parameter/model space that lead to a particular output behavior. Large-scale numerical simulators are in widespread use by scientists and engineers across a range of government agencies, academia, and industry; in many cases, simu...
متن کاملKnowledge Representation in Automated Scientific Discovery
Scientific discovery is the most ambitious form of problem solving, one that attends to sets of examples rather than individual ones. ;ts goal is to identify novel, useful information that further develops a body of scientific <nowledge. This paper considers the building bloc<s of automated scientific discovery and ways to control their interactions. Given the right !ep!esent'ti)n (way to descr...
متن کاملExploiting Background Knowledge in Automated Discovery
Prior work in automated scientific discovery has been successful in finding patterns in data, given that a reasonably small set of mostly relevant features is specified. The work described in this paper places data in the context of large bodies of background knowledge. Specifically, data items are connected to multiple databases of background knowledge represented as inheritance networks. The ...
متن کاملKnowledge Discovery and Management Laboratory
Submitted to Visual Information Processing Workshop 2001 Abstract This paper describes the concept, and previous realisations, of multi-perspective images in nature, art and visualisation. By showing how distortions have been used for visualisation, it motivates the use of multiperspective images, which are similar in effect to object based distortions. A new API being developed to facilitate m...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Knowledge Management
سال: 2005
ISSN: 1367-3270
DOI: 10.1108/13673270510622500