Multistakeholder recommendation: Survey and research directions
By Himan Abdollahpouri, Gediminas Adomavicius, Robin D. Burke, Ido Guy, Dietmar Jannach, Toshihiro Kamishima, Jan Krasnodebski, Luiz Augusto Sangoi Pizzato. User modeling and user-adapted interaction, 2020
301 citations recorded by the source corpus.
Subfields: Computer Networks and Communications, Information Systems, Management Science and Operations Research
View Paper: https://www.semanticscholar.org/paper/9322183838f3a77a798c762d3cbeaf6bb1bf2d4c
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Computer Networks and Communications
In Information Systems
- Bamshad Mobasher
- Robin D. Burke
- Himan Abdollahpouri
- Dana Pessach
- Mykola Pechenizkiy
- Erez Shmueli
- Sophie Ahrens
- Dietmar Jannach
In Management Science and Operations Research
- Robin D. Burke
- Bamshad Mobasher
- Himan Abdollahpouri
- Dana Pessach
- Erez Shmueli
- Xiangnan He
- Fuli Feng
- Tianxin Wei
Citations in the corpus
- A Review on Fairness in Machine Learning (2022, background): “Note that the domain of recommender systems is also closely related to other common multi-stakeholder environments [1, 2], like resource allocation problems such as police distribution to districts [70], the allocation of aid in disaster response, where fairness is also a major concern, or other…”
- Managing Popularity Bias in Recommender Systems with Personalized Re-ranking (2019, background): “One interesting area for future work would be using this model for multistakeholder recommendation where the system needs to make recommendations in the presence of different stakeholders providing the products [1, 3, 8, 9].”
- Feedback Loop and Bias Amplification in Recommender Systems (2020, methodology): “3) For each user u and recommendation list Rt u generated for u, we follow the acceptance probability concept proposed in [1] to decide which item from the recommendation list the user might select.”