Describing and Integrating Competence Theories for Problem-Solving Components and Machine Learning algorithms
- A topic in the field of knowledge acquisition is the reuse of components that are described at the knowledge level. Problems concern the description, indexing and retrieval of components. In our case there is the additional feature of integrating so called automated building blocks in a knowledge level description. This paper describes what knowledge level descriptions of components for reuse should look like, and proposes a way to describe assumptions and requirements that are to be made explicit. In the paper an extension of the “normal” knowledge acquisition setting is made in the direction of machine learning components.
Author: | Robert Engels, Rainer Perkuhn |
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URN: | urn:nbn:de:bsz:mh39-48379 |
Parent Title (English): | Position Paper Collection of the 9th European Knowledge Acquisition Workshop (EKAW '96), Matlock Bath, Germany, May 26-29, 1996 |
Publisher: | AIFB |
Place of publication: | Karlsruhe |
Document Type: | Working Paper |
Language: | English |
Year of first Publication: | 1996 |
Date of Publication (online): | 2016/05/02 |
Publicationstate: | Veröffentlichungsversion |
Reviewstate: | (Verlags)-Lektorat |
Tag: | Competence Theories; Knowledge Acquisition; Knowledge Level Descriptions; Machine Learning Algorithms; Multi-Strategy Learning |
Page Number: | 12 |
DDC classes: | 400 Sprache / 410 Linguistik |
Open Access?: | ja |
BDSL-Classification: | Textwissenschaft |
Leibniz-Classification: | Sprache, Linguistik |
Linguistics-Classification: | Computerlinguistik |
Licence (German): | Creative Commons - Namensnennung-Nicht kommerziell-Keine Bearbeitung 3.0 Deutschland |