منابع مشابه
International Inductive Logic Programming Workshop Inductive Logic
This paper reviews our recent work on applying inductive logic programming to the construction of natural language processing systems. We have developed a system, Chill, that learns a parser from a training corpus of parsed sentences by inducing heuristics that control an initial overly-general shift-reduce parser. Chill learns syntactic parsers as well as ones that translate English database q...
متن کاملNonmonotonic Inductive Logic Programming
Nonmonotonic logic programming (NMLP) and inductive logic programming (ILP) are two important extensions of logic programming. The former aims at representing incomplete knowledge and reasoning with commonsense, while the latter targets the problem of inductive construction of a general theory from examples and background knowledge. NMLP and ILP thus have seemingly different motivations and goa...
متن کاملProbabilistic Inductive Constraint Logic
Probabilistic logic models are used ever more often to deal with the uncertain relations that are typical of the real world. However, these models usually require expensive inference and learning procedures. Very recently the problem of identifying tractable languages has come to the fore. In this paper we consider the models used by the Inductive Constraint Logic (ICL) system, namely sets of i...
متن کاملParallel Inductive Logic Programming
The generic task of Inductive Logic Programming (ILP) is to search a predeened subspace of rst-order logic for hypotheses that in some respect explain examples and background knowledge. In this paper we consider the development of parallel implementations of ILP systems. A rst part discusses the division of the ILP-task into subtasks that can be handled concurrently by multiple processes execut...
متن کاملOn Inductive Logic
Among the various meanings in \vhich the \vord 'probability' is used in everyday language, in the discussion of scientists, and in the theories of probability, there are especially t,vo ,vhich must be clearly distinguished. We shall use for them the terms 'probabilitYl' and 'probabilitY2'. ProbabilitYl is a logical concept, a certain logical relation between two sentences (or, alternatively, be...
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ژورنال
عنوان ژورنال: The Computer Journal
سال: 1994
ISSN: 0010-4620,1460-2067
DOI: 10.1093/comjnl/37.6.547-a