Explaining Arguments with Background Knowledge
نویسندگان
چکیده
منابع مشابه
Representing Arguments as Background Knowledge for Constraining Generalisation
The use of statistical measures to constrain generalisa-tion in learning systems has proved successful in many domains, but can only be applied where large numbers of examples exist. In domains where few training examples are available, other mechanisms for constraining gener-alisation are required. In this paper, we propose a representation of background knowledge based on arguments for and ag...
متن کاملRepresenting Arguments as Background Knowledge for Constraining Gereralisation
The use of statistical measures to constrain generalisa-tion in learning systems has proved successful in many domains, but can only be applied where large numbers of examples exist. In domains where few training examples are available, other mechanisms for constraining gener-alisation are required. In this paper, we propose a representation of background knowledge based on arguments for and ag...
متن کاملExplaining Data Patterns Using Background Knowledge from Linked Data
When using data mining to find regularities in data, the obtained results (or patterns) need to be interpreted. The explanation of such patterns is achieved using the background knowledge which might be scattered among different sources. This intensive process is usually committed to the experts in the domain. With the rise of Linked Data and the increasing number of connected datasets, we assu...
متن کاملUsing arguments for making and explaining decisions
Article history: Received 8 November 2006 Received in revised form 13 November 2008 Accepted 17 November 2008 Available online 24 November 2008
متن کاملTowards explaining rebuttals in security arguments
The satisfaction of software security requirements can be argued using supporting facts and domain assumptions. Sometimes, these facts or assumptions may be questioned, as more knowledge about vulnerabilities becomes available. This results in rebuttals that can be derived from the new information. In this paper, we outline an extension of our OpenArgue tool with an explanation facility that ma...
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: Datenbank-Spektrum
سال: 2020
ISSN: 1618-2162,1610-1995
DOI: 10.1007/s13222-020-00348-6