Design aspects of discovery systems

Osamu Maruyama, Satoru Miyanq

Research output: Contribution to journalArticle

4 Citations (Scopus)

Abstract

This paper reviews design aspects of computational discovery systems through the analysis of some successful discovery systems. We first review the concept of viewscope/view on data which provides an interpretation of raw data in a specific domain. Then we relate this concept to the KDD process described by Fayyad et al. (1996) and the developer's role in computational discovery due to Langley (1998). We emphasize that integration of human experts and discovery systems is a crucial problem in designing discovery systems and claim together with the analysis of discovery systems that the concept of viewscope/view gives a way for approaching this problem.

Original languageEnglish
Pages (from-to)61-70
Number of pages10
JournalIEICE Transactions on Information and Systems
VolumeE83-D
Issue number1
Publication statusPublished - Jan 1 2000
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Software
  • Hardware and Architecture
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering
  • Artificial Intelligence

Cite this