A tutorial on uncertainty modeling for machine reasoning
نویسندگان
چکیده
منابع مشابه
A Logical Approach to Reasoning about Uncertainty: a Tutorial
I consider a logical framework for modeling uncertainty based on the use of possible worlds that incorporates knowledge probability and time This turns out to be a powerful approach for modeling many problems of interest I show how it can be used to give insights into among other things several well known
متن کاملA Tutorial on Case-Based Reasoning
This tutorial article introduces the concepts and applications of Case-based Reasoning (CBR) systems. The first section briefly describes what is CBR, when to use CBR and why use CBR. The second section looks at the description and indexing of cases in CBR systems. The retrieval and adaptation processes for finding solutions are outlined in section three. Learning and maintenance of CBR, due to...
متن کاملModeling uncertainty reasoning with possibilistic Petri nets
Manipulation of perceptions is a remarkable human capability in a wide variety of physical and mental tasks under fuzzy or uncertain surroundings. Possibilistic reasoning can be treated as a mechanism that mimics human inference mechanisms with uncertain information. Petri nets are a graphical and mathematical modeling tool with powerful modeling and analytical ability. The focus of this paper ...
متن کاملReasoning About Knowledge: A Tutorial
R e f e r e n c e s [Hal87] J .Y. Halpern, Using reasoning about knowledge to analyze distributed systems, Annual Review of Computer Science, Vol. 2, Annual Reviews Inc., 1987, pp. 37-68. [HF85] J .Y . Halpern and R. Fagin, A formal model of knowledge, action, and communication in distributed systems: preliminary report, Proc. 4th ACM Symp. on Principles o] Distributed Computing, 1985, pp. 224-...
متن کاملUnBBayes: Modeling Uncertainty for Plausible Reasoning in the Semantic Web
The same assumptions that were essential in the document web are still applied for the Semantic Web (SW). They are radical notions of information sharing, which include [Allemang & Hendler, 2008]: (i) the Anyone can say Anything about Any topic (AAA) slogan; (ii) the open world assumption, i.e. there might exist more information out there that we are not aware of, and (iii) nonunique naming, me...
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: Information Fusion
سال: 2020
ISSN: 1566-2535
DOI: 10.1016/j.inffus.2019.08.001