MovieLens unplugged: Experiences with an occasionally connected recommender system

Bradley N. Miller; Istvan Albert; Shyong K. Lam; Joseph A Konstan; John Riedl

MovieLens unplugged: Experiences with an occasionally connected recommender system

Bradley N. Miller, Istvan Albert, Shyong K. Lam, Joseph A Konstan, John Riedl

Administration (CSENG)

Research output: Contribution to conference › Paper › peer-review

412 Scopus citations

Abstract

Recommander systems have changed the way people shop online. Recommender systems on wireless mobile devices may have the same impact on the way people shop in stores. We present our experience with implementing a recommender system on a PDA that is occasionally connected to the network. This interface helps users of the MovieLens movie recommendation service select movies to rent, buy, or see while away from their computer. The results of a nine month field study show that although there are several challenges to overcome, mobile recommender systems have the potential to provide value to their users today.

Original language	English (US)
Pages	263-266
Number of pages	4
State	Published - 2003
Event	2003 International Conference on Intelligent User Interfaces - Miami, FL, United States Duration: Jan 12 2003 → Jan 15 2003

Other

Other	2003 International Conference on Intelligent User Interfaces
Country/Territory	United States
City	Miami, FL
Period	1/12/03 → 1/15/03

Keywords

Collaborative Filtering
Mobile Device
Recommender Systems
User Interface

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title = "MovieLens unplugged: Experiences with an occasionally connected recommender system",

abstract = "Recommander systems have changed the way people shop online. Recommender systems on wireless mobile devices may have the same impact on the way people shop in stores. We present our experience with implementing a recommender system on a PDA that is occasionally connected to the network. This interface helps users of the MovieLens movie recommendation service select movies to rent, buy, or see while away from their computer. The results of a nine month field study show that although there are several challenges to overcome, mobile recommender systems have the potential to provide value to their users today.",

keywords = "Collaborative Filtering, Mobile Device, Recommender Systems, User Interface",

author = "Miller, {Bradley N.} and Istvan Albert and Lam, {Shyong K.} and Konstan, {Joseph A} and John Riedl",

year = "2003",

language = "English (US)",

pages = "263--266",

note = "2003 International Conference on Intelligent User Interfaces ; Conference date: 12-01-2003 Through 15-01-2003",

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T2 - 2003 International Conference on Intelligent User Interfaces

AU - Miller, Bradley N.

AU - Albert, Istvan

AU - Lam, Shyong K.

AU - Konstan, Joseph A

AU - Riedl, John

PY - 2003

Y1 - 2003

N2 - Recommander systems have changed the way people shop online. Recommender systems on wireless mobile devices may have the same impact on the way people shop in stores. We present our experience with implementing a recommender system on a PDA that is occasionally connected to the network. This interface helps users of the MovieLens movie recommendation service select movies to rent, buy, or see while away from their computer. The results of a nine month field study show that although there are several challenges to overcome, mobile recommender systems have the potential to provide value to their users today.

AB - Recommander systems have changed the way people shop online. Recommender systems on wireless mobile devices may have the same impact on the way people shop in stores. We present our experience with implementing a recommender system on a PDA that is occasionally connected to the network. This interface helps users of the MovieLens movie recommendation service select movies to rent, buy, or see while away from their computer. The results of a nine month field study show that although there are several challenges to overcome, mobile recommender systems have the potential to provide value to their users today.

KW - Collaborative Filtering

KW - Mobile Device

KW - Recommender Systems

KW - User Interface

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M3 - Paper

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SP - 263

EP - 266

Y2 - 12 January 2003 through 15 January 2003

ER -

MovieLens unplugged: Experiences with an occasionally connected recommender system

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