A Social Bookmarking System to Support Cluster Driven Archival Arrangement

A Social Bookmarking System to Support Cluster Driven Archival Arrangement

Title A Social Bookmarking System to Support Cluster Driven Archival Arrangement
Publication Type Conference Paper
Year of Publication 2014
Date Published 08/2014
Authors Bron M, Wang S, van der Werf T, de Rijke M
Conference Name Information Interaction in Context
Abstract

Cultural heritage materials are increasingly being made available through standard search facilities. However, it is challenging to au- tomatically organize these materials in a way that is well aligned with users’ specific interests. We report on the development of a social bookmaking system to collect human annotations that are used to measure the performance of three different clustering al- gorithms. We find that there is a discrepancy between the latent structure present in the data and the clusters annotated by humans. However, it is difficult to detect such discrepancies explicitly.

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