The Xbox recommender system

Noam Koenigstein; Nir Nice; Ulrich Paquet; Nir Schleyen

doi:10.1145/2365952.2366015

The Xbox recommender system

Noam Koenigstein, Nir Nice, Ulrich Paquet, Nir Schleyen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

A recent addition to Microsoft's Xbox Live Marketplace is a recommender system which allows users to explore both movies and games in a personalized context. The system largely relies on implicit feedback, and runs on a large scale, serving tens of millions of daily users. We describe the system design, and review the core recommendation algo- rithm.

Original language	English
Title of host publication	RecSys'12 - Proceedings of the 6th ACM Conference on Recommender Systems
Pages	281-284
Number of pages	4
DOIs	https://doi.org/10.1145/2365952.2366015
State	Published - 2012
Externally published	Yes
Event	6th ACM Conference on Recommender Systems, RecSys 2012 - Dublin, Ireland Duration: 9 Sep 2012 → 13 Sep 2012

Publication series

Name	RecSys'12 - Proceedings of the 6th ACM Conference on Recommender Systems

Conference

Conference	6th ACM Conference on Recommender Systems, RecSys 2012
Country/Territory	Ireland
City	Dublin
Period	9/09/12 → 13/09/12

Keywords

Collaborative filtering
Recommender systems
Xbox

All Science Journal Classification (ASJC) codes

Software

Access to Document

10.1145/2365952.2366015

Cite this

@inproceedings{4e21978965fd4886a9cb59733b37fe7b,

title = "The Xbox recommender system",

abstract = "A recent addition to Microsoft's Xbox Live Marketplace is a recommender system which allows users to explore both movies and games in a personalized context. The system largely relies on implicit feedback, and runs on a large scale, serving tens of millions of daily users. We describe the system design, and review the core recommendation algo- rithm.",

keywords = "Collaborative filtering, Recommender systems, Xbox",

author = "Noam Koenigstein and Nir Nice and Ulrich Paquet and Nir Schleyen",

year = "2012",

doi = "10.1145/2365952.2366015",

language = "الإنجليزيّة",

isbn = "9781450312707",

series = "RecSys'12 - Proceedings of the 6th ACM Conference on Recommender Systems",

pages = "281--284",

booktitle = "RecSys'12 - Proceedings of the 6th ACM Conference on Recommender Systems",

note = "6th ACM Conference on Recommender Systems, RecSys 2012 ; Conference date: 09-09-2012 Through 13-09-2012",

}

TY - GEN

T1 - The Xbox recommender system

AU - Koenigstein, Noam

AU - Nice, Nir

AU - Paquet, Ulrich

AU - Schleyen, Nir

PY - 2012

Y1 - 2012

N2 - A recent addition to Microsoft's Xbox Live Marketplace is a recommender system which allows users to explore both movies and games in a personalized context. The system largely relies on implicit feedback, and runs on a large scale, serving tens of millions of daily users. We describe the system design, and review the core recommendation algo- rithm.

AB - A recent addition to Microsoft's Xbox Live Marketplace is a recommender system which allows users to explore both movies and games in a personalized context. The system largely relies on implicit feedback, and runs on a large scale, serving tens of millions of daily users. We describe the system design, and review the core recommendation algo- rithm.

KW - Collaborative filtering

KW - Recommender systems

KW - Xbox

UR - http://www.scopus.com/inward/record.url?scp=84867350625&partnerID=8YFLogxK

U2 - 10.1145/2365952.2366015

DO - 10.1145/2365952.2366015

M3 - منشور من مؤتمر

SN - 9781450312707

T3 - RecSys'12 - Proceedings of the 6th ACM Conference on Recommender Systems

SP - 281

EP - 284

BT - RecSys'12 - Proceedings of the 6th ACM Conference on Recommender Systems

T2 - 6th ACM Conference on Recommender Systems, RecSys 2012

Y2 - 9 September 2012 through 13 September 2012

ER -

The Xbox recommender system

Abstract

Publication series

Conference

Keywords

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this