Year: 2019
Type: article
Abstract: We propose a set of design patterns to describe a large variety of systems that combine statistical techniques from machine learning with symbolic techniques from knowledge representation.As in other areas of computer science (knowledge engineering, software engineering, process mining), such design patterns help to systematize the literature, clarify which combinations of techniques serve which purposes, and encourage re-use of software components.We have validated our compositional design patterns against a large body of recent literature. 1
Source: Journal of Web Engineering
Authors: Frank van Harmelen, Annette ten Teije
Institution: Vrije Universiteit Amsterdam
Language: English
Topic: Semantic Web and Ontologies
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W2947723635