Content-independent task-focused recommendation

Jonathan L. Herlocker; Joseph A. Konstan

doi:10.1109/4236.968830

Content-independent task-focused recommendation

Jonathan L. Herlocker
, Joseph A. Konstan

Administration (CSENG)

Research output: Contribution to journal › Article › peer-review

102 Scopus citations

Abstract

A technique that correlates database items to a task adds content independent context to a recommender system based solely on user interest ratings. A task-focused approach to recommendation that is entirely independent of the type of content involved is presented. The approach leverages robust, high-performance, commercial software. In particular, such an approach is implemented in a live movie recommendation site and validated with empirical results from user studies.

Original language	English (US)
Pages (from-to)	40-47
Number of pages	8
Journal	IEEE Internet Computing
Volume	5
Issue number	6
DOIs	https://doi.org/10.1109/4236.968830
State	Published - Nov 2001

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10.1109/4236.968830

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title = "Content-independent task-focused recommendation",

abstract = "A technique that correlates database items to a task adds content independent context to a recommender system based solely on user interest ratings. A task-focused approach to recommendation that is entirely independent of the type of content involved is presented. The approach leverages robust, high-performance, commercial software. In particular, such an approach is implemented in a live movie recommendation site and validated with empirical results from user studies.",

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Content-independent task-focused recommendation

Abstract

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