Commonsense Reasoning Meets Theorem Proving
نویسندگان
چکیده
The area of commonsense reasoning aims at the creation of systems able to simulate the human way of rational thinking. This paper describes the use of automated reasoning methods for tackling commonsense reasoning benchmarks. For this we use a benchmark suite introduced in literature. Our goal is to use general purpose background knowledge without domain specific hand coding of axioms, such that the approach and the result can be used as well for other domains in mathematics and science. Furthermore, we discuss the modeling of normative statements in commonsense reasoning and in robot ethics.
منابع مشابه
Inference-Friendly Translation of ResearchCyc to First Order Logic
We are concerned with reasoning efficiently over large-scale commonsense knowledge bases (KBs). In this paper we report on a case study of reasoning with ResearchCyc, a large KB of everyday-world facts represented in a high-order logic. The contributions of this paper are two-fold. First, we present a translation of a large part (over 90%) of the ResearchCyc ontology into First-Order Logic (FOL...
متن کاملPractical Partition-Based Theorem Proving for Large Knowledge Bases
Query answering over commonsense knowledge bases typically employs a first-order logic theorem prover. While first-order inference is intractable in general, provers can often be hand-tuned to answer queries with reasonable performance in practice. Appealing to previous theoretical work on partition-based reasoning, we propose resolutionbased theorem proving strategies that exploit the structur...
متن کاملBlack-box Testing of First-Order Logic Ontologies Using WordNet
Artificial Intelligence aims to provide computer programs with commonsense knowledge to reason about our world. This paper offers a new practical approach towards automated commonsense reasoning with first-order logic (FOL) ontologies. We propose a new black-box testing methodology of FOL SUMO-based ontologies by exploiting WordNet and its mapping into SUMO. Our proposal includes a method for t...
متن کاملRelating the TMS to Autoepistemic Logic
Truth maintenance systems have been studied by many authors and have become powerful tools in AI reasoning systems. From the viewpoint of commonsense reasoning, Doyle's TMS seems most interesting, for it allows nonmonotonic just i f icat ions. I ts semantics, however, has remained unclear. In this paper, we shall give i t s declarative description in terms of autoepistemic logic, a kind of nonm...
متن کاملNatural Language Access to Data: It Takes Common Sense!
Commonsense reasoning proves to be an essential tool for natural-language access to data. In a deductive approach to this problem, language processing technology translates English queries into a first-order logical form, which is regarded as a conjecture to be established by a theorem prover. Subject domain knowledge is encoded in an axiomatic theory equipped with links to appropriate database...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2016