Representational formalisms: why we haven’t had one
نویسنده
چکیده
Currently, the only discipline that deals with scientific representations— albeit non-structural ones—is mathematics (as distinct from logic). I suggest that it is this discipline, only vastly expanded based on a new, structural, foundation, that will also be dealing with structural representations. Logic (including computability theory) is not concerned with the issues of various representations useful in natural sciences. Artificial intelligence was supposed to address these issues but has, in fact, hardly advanced them at all. How do we, then, approach the development of representational formalisms? It appears that the only reasonable starting point is the primordial point at which all of mathematics began, i.e. we should start with the generalization of the process of construction of natural numbers, replacing the identical structureless units, out of which numbers are built, by structural ones, each signifying an elementary “transforming” event. Mathematics is the science of the infinite, its goal is the symbolic comprehension of the infinite with human, that is finite, means.
منابع مشابه
Representational formalisms : what they are and why we haven ’ t had any
Currently, the only discipline that has dealt with scientific representations— albeit non-structural ones—is mathematics (as distinct from logic). I suggest that it is this discipline, only vastly expanded based on a new, structural, foundation, that will also deal with structural representations. Logic (including computability theory) is not concerned with the issues of various representations...
متن کاملTowards Adaptation of Linguistic Annotations to Scholarly Annotation Formalisms on the Semantic Web
This paper explores how and why the Linguistic Annotation Framework might be adapted for compatibility with recent more general proposals for the representation of annotations in the Semantic Web, referred to here as the Open Annotation models. We argue that the adapted model, in addition to being interoperable with other annotations and annotation tools, also resolves some representational lim...
متن کاملRepresentational Succinctness of Abstract Dialectical Frameworks
Representational succinctness is the ability of a formalism with modeltheoretic semantics to express interpretation sets in a space-efficient way. In this paper we analyse the representational succinctness of abstract dialectical frameworks (ADFs) under the two-valued model semantics. We also compare ADFs’ succinctness to related formalisms like propositional logic, argumentation frameworks (un...
متن کاملOn the Concept of Class and Its Role in the Future of Machine Learning
My objective is to explain why a completely inadequate focus on the two central and inseparable concepts—the concepts of class (of objects) and class representation—is responsible for the lack of adequate progress in machine learning, and AI in general. I suggest that the main reason for this lack of progress is reliance on conventional formalisms, mainly the vector space and logical, which can...
متن کاملRelationships with other Formalisms
In this chapter, we are concerned with the relationship between Description Logics and other formalisms, regardless of whether they were designed for knowledge representation issues or not. We concentrated on those representation formalisms that either (1) had or have a strong influence on Description Logics (e.g., modal logics), (2) are closely related to Description Logics for historical reas...
متن کامل