Methods, systems, and computer program products for representing object realtionships in a multidimensional space
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United States of America Patent
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Issued Date -
Aug 10, 2006
app pub date -
Jun 12, 2003
filing date -
Jun 13, 2002
priority date (Note) -
Abandoned
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Abstract
Methods, systems and computer program products for mapping is a set of related objects into a multidimensional space. The mapping is carried out using an iterative (e.g., pairwise) refinement strategy that attempts to ensure that the distances of the objects on the map satisfy a supplied set of upper and lower bounds. In a preferred embodiment, these upper and lower bounds are derived from a supplied set of relationships (similarities, dissimilarities, or proximities) between the objects. In another preferred embodiment, these distance bounds are chosen to preserve local relationships between neighboring objects while maintaining minimum separation between remote objects.
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