Supervised ordering - an empirical survey

Ordered lists of objects are widely used as representational forms. Such ordered objects include Web search results or bestseller lists. In spite of their importance, methods of processing orders have received little attention. However, research concerning orders has become common; in particular, re...

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Bibliographic Details
Main Authors: Kamishima, T., Kazawa, H., Akaho, S.
Format: Conference Proceeding
Language:English
Subjects:
Communication industry
Data mining
Laboratories
Marketing and sales
Random variables
Search engines
Sorting
Telegraphy
Telephony
Web search
Online Access:Request full text
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Summary:Ordered lists of objects are widely used as representational forms. Such ordered objects include Web search results or bestseller lists. In spite of their importance, methods of processing orders have received little attention. However, research concerning orders has become common; in particular, researchers have developed various methods for the task of supervised ordering to acquire functions for object sorting from example orders. Here, we give a unified view of these methods and our new one, and empirically survey their merits and demerits.
ISSN:1550-4786
2374-8486
DOI:10.1109/ICDM.2005.138