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Towards Scalable Real-Time Entity Resolution using a Similarity-Aware Inverted Index Approach

Christen, Peter; Gayler, Ross


Most research into entity resolution (also known as record linkage or data matching) has concentrated on the quality of the matching results. In this paper, we focus on matching time and scalability, with the aim to achieve large-scale real-time entity resolution. Traditional entity resolution techniques have as-sumed the matching of two static databases. In our networked and online world, however, it is becoming increasingly important for many organisations to be able to conduct entity...[Show more]

CollectionsANU Research Publications
Date published: 2008
Type: Conference paper
Source: Proceedings of the seventh Autsralasian Data Mining Conference (AusDM 2008)


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