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The challenge of recommender systems challenges

Authors:

Alan Said,

Domonkos Tikk,

Andreas HothoAuthors Info & Claims

RecSys '12: Proceedings of the sixth ACM conference on Recommender systems

Pages 9 - 10

https://doi.org/10.1145/2365952.2365959

Published: 09 September 2012 Publication History

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Abstract

Recommender System Challenges such as the Netflix Prize, KDD Cup, etc. have contributed vastly to the development and adoptability of recommender systems. Each year a number of challenges or contests are organized covering different aspects of recommendation. In this tutorial and panel, we present some of the factors involved in successfully organizing a challenge, whether for reasons purely related to research, industrial challenges, or to widen the scope of recommender systems applications.

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Kumara Swamy MKrishna Reddy P(2020)A model of concept hierarchy-based diverse patterns with applications to recommender systemInternational Journal of Data Science and Analytics10.1007/s41060-019-00203-210:2(177-191)Online publication date: 4-Jan-2020
https://doi.org/10.1007/s41060-019-00203-2
Lan Phuong Phan Hiep Xuan Huynh Hung Huu Huynh Ky Minh Nguyen (2016)Association-based recommender system using statistical implicative cohesion measure2016 Eighth International Conference on Knowledge and Systems Engineering (KSE)10.1109/KSE.2016.7758044(144-149)Online publication date: Oct-2016
https://doi.org/10.1109/KSE.2016.7758044

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The challenge of recommender systems challenges

Recommendations

Recommender systems challenge 2014
RecSys '14: Proceedings of the 8th ACM Conference on Recommender systems

The 2014 ACM Recommender Systems Challenge invited researchers and practitioners to work towards a common goal, this goal being the prediction of users engagement in movie ratings expressed on Twitter. More than 200 participants sought to join the ...
Recommender systems challenge 2012
RecSys '12: Proceedings of the sixth ACM conference on Recommender systems

The Recommender System Challenge 2012 invited participants to work on two tracks with real-world datasets and to submit their contributions that would be related to specific problem contexts. First of all, it asked participants to develop new algorithms ...
RecSys Challenge 2017: Offline and Online Evaluation
RecSys '17: Proceedings of the Eleventh ACM Conference on Recommender Systems

The ACM Recommender Systems Challenge 2017¹ focused on the problem of job recommendations: given a new job advertisement, the goal was to identify those users who are both (a) interested in getting notified about the job advertisement, and (b) ...

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Published In

RecSys '12: Proceedings of the sixth ACM conference on Recommender systems

September 2012

376 pages

ISBN:9781450312707

DOI:10.1145/2365952

General Chairs:
Pádraig Cunningham
University College Dublin, Ireland
,
Neil Hurley
University College Dublin, Ireland
,
Program Chairs:
Ido Guy
IBM Haifa Research Laboratory, Israel
,
Sarabjot Singh Anand
University of Warwick, England

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

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Published: 09 September 2012

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RecSys '12

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SIGCHI

RecSys '12: Sixth ACM Conference on Recommender Systems

September 9 - 13, 2012

Dublin, Ireland

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RecSys '12 Paper Acceptance Rate 24 of 119 submissions, 20%;

Overall Acceptance Rate 254 of 1,295 submissions, 20%

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Cited By

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Kumara Swamy MKrishna Reddy P(2020)A model of concept hierarchy-based diverse patterns with applications to recommender systemInternational Journal of Data Science and Analytics10.1007/s41060-019-00203-210:2(177-191)Online publication date: 4-Jan-2020
https://doi.org/10.1007/s41060-019-00203-2
Lan Phuong Phan Hiep Xuan Huynh Hung Huu Huynh Ky Minh Nguyen (2016)Association-based recommender system using statistical implicative cohesion measure2016 Eighth International Conference on Knowledge and Systems Engineering (KSE)10.1109/KSE.2016.7758044(144-149)Online publication date: Oct-2016
https://doi.org/10.1109/KSE.2016.7758044

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Recommendations

Recommender systems challenge 2014

Recommender systems challenge 2012

RecSys Challenge 2017: Offline and Online Evaluation

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