Measuring the Business Value of Recommender Systems

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Measuring the Business Value of Recommender Systems

22 August 2019

Dietmar Jannach

Michael Jugovac

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Papers citing "Measuring the Business Value of Recommender Systems"

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Title
IntentRec: Predicting User Session Intent with Hierarchical Multi-Task Learning Sejoon Oh Moumita Bhattacharya Yesu Feng Sudarshan Lamkhede 81 1 0 25 Jul 2024
A systematic review and taxonomy of explanations in decision support and recommender systems Ingrid Nunes Dietmar Jannach XAI 48 330 0 15 Jun 2020
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches Maurizio Ferrari Dacrema Paolo Cremonesi Dietmar Jannach 50 587 0 16 Jul 2019
Beyond Personalization: Research Directions in Multistakeholder Recommendation Himan Abdollahpouri G. Adomavicius Robin Burke Ido Guy Dietmar Jannach Toshihiro Kamishima Jan Krasnodebski L. Pizzato 46 41 0 01 May 2019
Degenerate Feedback Loops in Recommender Systems Ray Jiang Silvia Chiappa Tor Lattimore András Gyorgy Pushmeet Kohli 40 196 0 27 Feb 2019
Troubling Trends in Machine Learning Scholarship Zachary Chase Lipton Jacob Steinhardt 46 292 0 09 Jul 2018
Evaluation of Session-based Recommendation Algorithms Malte Ludewig Dietmar Jannach 52 296 0 26 Mar 2018
Sequence-Aware Recommender Systems Massimo Quadrana Paolo Cremonesi Dietmar Jannach 65 481 0 23 Feb 2018
Offline A/B testing for Recommender Systems Alexandre Gilotte Clément Calauzènes Thomas Nedelec A. Abraham Simon Dollé OffRL 78 222 0 22 Jan 2018
Price and Profit Awareness in Recommender Systems Dietmar Jannach G. Adomavicius 55 50 0 25 Jul 2017
Unbiased Learning-to-Rank with Biased Feedback Thorsten Joachims Adith Swaminathan Tobias Schnabel CML 80 541 0 16 Aug 2016
An MDP-based Recommender System Guy Shani Ronen I. Brafman David Heckerman LRM 119 973 0 12 Dec 2012
Machine Learning that Matters K. Wagstaff 129 313 0 18 Jun 2012
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 152 5,734 0 09 May 2012
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms Lihong Li Wei Chu John Langford Xuanhui Wang OffRL 225 576 0 31 Mar 2010