Title
Kinds and Aspects of Forgetting in Common-Sense Knowledge and Belief Management.
Abstract
Knowledge representation and reasoning have a long tradition in the field of artificial intelligence. More recently, the aspect of forgetting, too, has gained increasing attention. Humans have developed extremely effective ways of forgetting e.g. outdated or currently irrelevant information, freeing them to process ever-increasing amounts of data. The purpose of this paper is to present abstract formalizations of forgetting operations in a generic axiomatic style. By illustrating, elaborating, and identifying different kinds and aspects of forgetting from a common-sense perspective, our work may be used to further develop a general view on forgetting in AI and to initiate and enhance the interaction and exchange among research lines dealing with forgetting, both, but not limited to, in computer science and in cognitive psychology.
Year
DOI
Venue
2018
10.1007/978-3-030-00111-7_31
Lecture Notes in Artificial Intelligence
Keywords
DocType
Volume
Belief change,Common-sense,Forgetting
Conference
11117
ISSN
Citations 
PageRank 
0302-9743
0
0.34
References 
Authors
0
5
Name
Order
Citations
PageRank
Christoph Beierle1360109.84
Tanja Bock222.56
Gabriele Kern-isberner372697.46
Marco Ragni415438.26
Kai Sauerwald501.01