Interactive content diversity and user exploration in online movie recommenders: A field experiment
Recommender systems often struggle to strike a balance between matching users' tastes
and providing unexpected recommendations. When recommendations are too narrow and …
and providing unexpected recommendations. When recommendations are too narrow and …
Multi-objective personalization in multi-stakeholder organizational bulk e-mail: A field experiment
Bulk email is often used in organizations to communicate" important-to-organization''
messages such as policy changes, organizational plans, and administrative updates …
messages such as policy changes, organizational plans, and administrative updates …
The Good, the Bad and the Picky: Consumer Heterogeneity and the Reversal of Product Ratings
T Bondi, M Rossi, RL Stevens - Management Science, 2024 - pubsonline.informs.org
We study the impact of consumer heterogeneity on online ratings. Consumers differ in their
experience, which can affect both their choices and ratings. Thus, biases in average ratings …
experience, which can affect both their choices and ratings. Thus, biases in average ratings …
Artificial intelligence, algorithmic recommendations and competition
We present a methodology for analyzing the impact of algorithmic recommendations on
product market competition, addressing concerns that have been raised in both academic …
product market competition, addressing concerns that have been raised in both academic …
Getting the most from eye-tracking: user-interaction based reading region estimation dataset and models
A single digital newsletter usually contains many messages (regions). Users' reading time
spent on, and read level (skip/skim/read-in-detail) of each message is important for platforms …
spent on, and read level (skip/skim/read-in-detail) of each message is important for platforms …
Accounting for AI and Users Sha** One Another: The Role of Mathematical Models
As AI systems enter into a growing number of societal domains, these systems increasingly
shape and are shaped by user preferences, opinions, and behaviors. However, the design …
shape and are shaped by user preferences, opinions, and behaviors. However, the design …
The economics of social media
We review the burgeoning literature on the economics of social media, which has become
ubiquitous in the modern economy and fundamentally changed how people interact. We first …
ubiquitous in the modern economy and fundamentally changed how people interact. We first …
The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online Recommender Systems
An increasingly important aspect of designing recommender systems involves considering
how recommendations will influence consumer choices. This paper addresses this issue by …
how recommendations will influence consumer choices. This paper addresses this issue by …
[PDF][PDF] Personalized Rankings and User Engagement: An Empirical Evaluation of the Reddit News Feed
A Moehring - 2023 - osf.io
Digital platforms increasingly curate their content through personalized algorithmic rankings.
Given the limited attention of their users and reliance on advertising, platforms have an …
Given the limited attention of their users and reliance on advertising, platforms have an …
COVID-19 as Reflected in University President Bulk Email
E-mail``Messages From the President''to university students, staff, and faculty have long
been used to keep campus communities aware of the latest policies, events, and news. But …
been used to keep campus communities aware of the latest policies, events, and news. But …