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Measuring the Business Value of Recommender Systems

22 August 2019

Papers citing "Measuring the Business Value of Recommender Systems"

31 / 31 papers shown

Title
SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Nicolas Bougie Narimasa Watanabe 73 2 0 17 Apr 2025
Recommender Systems for Sustainability: Overview and Research Issues Alexander Felfernig Manfred Wundara Thi Ngoc Trang Tran Seda Polat-Erdeniz Sebastian Lubos Merfat El Mansi Damian Garber Vu Trung Duong Le 99 13 0 04 Dec 2024
Recommender Systems for Good (RS4Good): Survey of Use Cases and a Call to Action for Research that Matters Dietmar Jannach Alan Said Marko Tkalčič Markus Zanker 69 1 0 25 Nov 2024
EB-NeRD: A Large-Scale Dataset for News Recommendation Johannes Kruse Kasper Lindskow Saikishore Kalloori Marco Polignano Claudio Pomo Abhishek Srivastava Anshuk Uppal Michael Riis Andersen J. Frellsen 49 8 0 04 Oct 2024
Leveraging User-Generated Reviews for Recommender Systems with Dynamic Headers Shanu Vashishtha Abhay Kumar Lalitesh Morishetti Kaushiki Nag Kannan Achan 52 0 0 11 Sep 2024
Adversarial Text Rewriting for Text-aware Recommender Systems Ganesh Ghalme Reshef Meir Srijan Kumar 61 0 0 01 Aug 2024
IntentRec: Predicting User Session Intent with Hierarchical Multi-Task Learning Sejoon Oh Moumita Bhattacharya Yesu Feng Sudarshan Lamkhede 85 1 0 25 Jul 2024
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context Hannes Kunstmann J. Ollier Joel Persson F. Wangenheim 69 0 0 05 Jul 2024
Doubly Calibrated Estimator for Recommendation on Data Missing Not At Random Wonbin Kweon Hwanjo Yu 77 17 0 26 Feb 2024
FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning Sejoon Oh Berk Ustun Julian McAuley Srijan Kumar 45 2 0 05 Feb 2024
Report from Dagstuhl Seminar 23031: Frontiers of Information Access Experimentation for Research and Education Christine Bauer Ben Carterette Nicola Ferro N. Fuhr 3DV 59 4 0 18 Apr 2023
Semi-supervised Adversarial Learning for Complementary Item Recommendation Koby Bibas Oren Sar Shalom Dietmar Jannach 65 7 0 10 Mar 2023
Recommender Systems: A Primer P. Castells Dietmar Jannach OffRL 42 5 0 06 Feb 2023
Multi-Objective Recommender Systems: Survey and Challenges Dietmar Jannach 123 13 0 19 Oct 2022
Evaluating Conversational Recommender Systems: A Landscape of Research Dietmar Jannach 43 28 0 25 Aug 2022
Sequential Recommendation Model for Next Purchase Prediction Xin Chen Alex Reibman Sanjay Arora 53 3 0 06 Jul 2022
Synthetic Data-Based Simulators for Recommender Systems: A Survey Elizaveta Stavinova A. Grigorievskiy A. Volodkevich P. Chunaev Klavdiya Olegovna Bochenina D. Bugaychenko SyDa 69 8 0 22 Jun 2022
Generalized Delayed Feedback Model with Post-Click Information in Recommender Systems Jia-Qi Yang De-Chuan Zhan 45 10 0 01 Jun 2022
Fairness in Recommender Systems: Research Landscape and Future Directions Yashar Deldjoo Dietmar Jannach Alejandro Bellogín Alessandro Difonzo Dario Zanzonelli OffRL FaML 119 90 0 23 May 2022
Balancing Consumer and Business Value of Recommender Systems: A Simulation-based Analysis Nada Ghanem Stephan Leitner Dietmar Jannach 53 31 0 10 Mar 2022
Understanding Longitudinal Dynamics of Recommender Systems with Agent-Based Modeling and Simulation G. Adomavicius Dietmar Jannach Stephan Leitner Jingjing Zhang 59 8 0 25 Aug 2021
Seven challenges for harmonizing explainability requirements Jiahao Chen Victor Storchan 69 8 0 11 Aug 2021
Online Evaluation Methods for the Causal Effect of Recommendations Masahiro Sato CML 18 7 0 14 Jul 2021
Causality-Aware Neighborhood Methods for Recommender Systems Masahiro Sato S. Takemori Janmajay Singh Qian Zhang BDL CML 18 7 0 17 Dec 2020
GAN-based Recommendation with Positive-Unlabeled Sampling Yao Zhou Jianpeng Xu Jun Wu Zeinab Taghavi Nasrabadi Evren Körpeoglu Kannan Achan Jingrui He 58 4 0 12 Dec 2020
Digital Nudging with Recommender Systems: Survey and Future Directions Mathias Jesse Dietmar Jannach 75 137 0 06 Nov 2020
A Black-Box Attack Model for Visually-Aware Recommender Systems Rami Cohen Oren Sar Shalom Dietmar Jannach A. Amir 50 28 0 05 Nov 2020
Unbiased Learning for the Causal Effect of Recommendation Masahiro Sato S. Takemori Janmajay Singh Tomoko Ohkuma CML OffRL 106 70 0 11 Aug 2020
Adversarial learning for product recommendation Joel R. Bock A. Maewal GAN CML 20 10 0 07 Jul 2020
Beyond Optimizing for Clicks: Incorporating Editorial Values in News Recommendation Feng Lu Anca Dumitrache David Graus 17 36 0 21 Apr 2020
A Survey on Conversational Recommender Systems Dietmar Jannach A. Manzoor Wanling Cai Li Chen 69 421 0 01 Apr 2020