Inferring the Causal Impact of New Track Releases on Music Recommendation Platforms through Counterfactual Predictions-Reference-Cited by-同舟云学术

Inferring the Causal Impact of New Track Releases on Music Recommendation Platforms through Counterfactual Predictions

Published:2020-09-22 Issue: Volume: Page:
ISSN:
Container-title:Fourteenth ACM Conference on Recommender Systems
language:
Short-container-title:

Author:

Mehrotra Rishabh¹,Bhattacharya Prasanta²,Lalmas Mounia¹

Affiliation:

1. Spotify, United Kingdom

2. National University of Singapore, Singapore

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3383313.3418491

Reference22 articles.

1. Algorithmic Effects on the Diversity of Consumption on Spotify

2. On the feasibility of predicting popular news at cold start;Arapakis Ioannis;JASIST,2017

3. Roja Bandari Sitaram Asur and Bernardo A Huberman. 2012. The Pulse of News in Social Media: Forecasting Popularity.. In ICWSM. 26–33. Roja Bandari Sitaram Asur and Bernardo A Huberman. 2012. The Pulse of News in Social Media: Forecasting Popularity.. In ICWSM. 26–33.

4. Groove Radio

5. Inferring causal impact using Bayesian structural time-series models

Cited by 8 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Causal embedding of user interest and conformity for long-tail session-based recommendations;Information Sciences;2023-10

2. Who Should Be Given Incentives? Counterfactual Optimal Treatment Regimes Learning for Recommendation;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

3. Addressing Confounding Feature Issue for Causal Recommendation;ACM Transactions on Information Systems;2023-02-07

4. CIPL: Counterfactual Interactive Policy Learning to Eliminate Popularity Bias for Online Recommendation;IEEE Transactions on Neural Networks and Learning Systems;2023

5. CI-OCM: Counterfactural Inference towards Unbiased Outfit Compatibility Modeling;Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation;2022-10-10