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Refereed full papers (journals, book chapters, international conferences)
2004
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Walter ten Brinke, David McG. Squire and John
Bigelow,
Similarity: Measurement, Ordering and Betweenness,
In Mircea Gh. Negoita, Robert J. Howlett and Lakhmi C.
Jain eds., Proceedings of the Eighth International Conference on
Knowledge-Based Intelligent Information and Engineering Systems (KES
2004) (Part II),
Wellington, New Zealand, No. 3214 in Lecture Notes in Computer Science, pp. 996-1002, September 20-24 2004.
This paper presents an overview of the challenges of
producing a list of retrieval results ranked according to perceptual
similarity. We explain some of the problems in using a metric to
measure peceptual similarity, and consider the arguments for the
desirability of metrics for retrieval. We discuss the use of broader
definitions of betweenness to produce such a ranking of retrieval
results. We propose some initial ideas of a notion of projective
betweenness that makes explicit the intuition that two referents should
be used when producing a similarity ranking, and indicate how it might
be used in relevance feedback.
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