When the umpire is also a player: Bias in private label product recommendations on e-commerce marketplaces

A Dash, A Chakraborty, S Ghosh, A Mukherjee… - Proceedings of the …, 2021 - dl.acm.org
Algorithmic recommendations mediate interactions between millions of customers and
products (in turn, their producers and sellers) on large e-commerce marketplaces like …

Prick the filter bubble: A novel cross domain recommendation model with adaptive diversity regularization

J Sun, J Song, Y Jiang, Y Liu, J Li - Electronic Markets, 2022 - Springer
Recommender systems have been an important tool to filter and tailor the best content for
online users. Classical recommender system methods typically face the filter bubble …

Purple feed: Identifying high consensus news posts on social media

M Babaei, J Kulshrestha, A Chakraborty… - Proceedings of the …, 2018 - dl.acm.org
Although diverse news stories are actively posted on social media, readers often focus on
the news which reinforces their pre-existing views, leading to'filter bubble'effects. To combat …

A network-centric framework for auditing recommendation systems

A Dash, A Mukherjee, S Ghosh - IEEE INFOCOM 2019-IEEE …, 2019 - ieeexplore.ieee.org
To improve the experience of consumers, all social media, commerce and entertainment
sites deploy Recommendation Systems (RSs) that aim to help users locate interesting …

[PDF][PDF] Unravelling Filter Bubbles in Recommender Systems: A Comprehensive Review

UT Kidwai, N Akhtar, M Nadeem - International Journal, 2023 - researchgate.net
Abstracts: The prevalence of filter bubbles in recommender systems has raised concerns
about the potential impact on user experiences and information exposure. This systematic …

Information consumption on social media: efficiency, divisiveness, and trust

M Babaei - 2020 - publikationen.sulb.uni-saarland.de
Over the last decade, the advent of social media has profoundly changed the way people
produce and consume information online. On these platforms, users themselves play a role …

[PDF][PDF] Towards Balanced Information Propagation in Social Media

M Babaei, B Mirzasoleiman, J Joo, A Weller - baharanm.github.io
As people increasingly rely on social media platforms such as Twitter to consume
information, there are significant concerns about the diversity of news consumption. Users …

SCube: A Tool for Segregation Discovery

A Baroni, S Ruggieri - arXiv preprint arXiv:1709.08348, 2017 - arxiv.org
Segregation is the separation of social groups in the physical or in the online world.
Segregation discovery consists of finding contexts of segregation. In the modern digital …