Data Cleaning and Record Linkage Research in Asia

Information Engineering and Theory

Zhou, Emily ; McMichael, Daniel ; Taylor, John

CSIRO

DOI  :  10.4225/08/58503abc84de1
RP-ID  :  EP113325

学科分类：地球科学(综合)

澳大利亚|英语

来源: CSIRO Research Publications Repository

【 摘 要 】

The Department of Defence requested a survey of publicly available research on new enabling topics in data mining within the Asia region. The initial pathfinder surveys in four promising areas showed that a very small number of Asian researchers are making significantcontributions. The vast bulk of published Asian research in this area is derivative. It was decided to proceed to detailed surveys in two areas: data quality and ontology-based methods.This report concerns the first of these. To provide reports of reasonable coherence, in each of the two areas, we have surveyed the key contributions that have been made from researchers across the world. The Asian contributions have been described in relation to this larger international context. We have also addedsections on significant developments in hardware and some prognostications on barriers to progress and likely future developments.