CIRS: Bursting filter bubbles by counterfactual interactive recommender system

C Gao, S Wang, S Li, J Chen, X He, W Lei, B Li… - ACM Transactions on …, 2023 - dl.acm.org
While personalization increases the utility of recommender systems, it also brings the issue
of filter bubbles. eg, if the system keeps exposing and recommending the items that the user …

Viewpoint diversity in search results

T Draws, N Roy, O Inel, A Rieger, R Hada… - … on Information Retrieval, 2023 - Springer
Adverse phenomena such as the search engine manipulation effect (SEME), where web
search users change their attitude on a topic following whatever most highly-ranked search …

Uncovering the Deep Filter Bubble: Narrow Exposure in Short-Video Recommendation

N Sukiennik, C Gao, N Li - Proceedings of the ACM on Web Conference …, 2024 - dl.acm.org
Filter bubbles have been studied extensively within the context of online content platforms
due to their potential to cause undesirable outcomes such as user dissatisfaction or …

Stronger Than Yesterday: Investigating Peoples' Experiences of View Strengthening on Social Media

S Beall, S Makri, D McKay - Proceedings of the Association for …, 2023 - Wiley Online Library
Polarization of views (known as ideological polarization) is one of the greatest societal
challenges of our time, potentially sewing distrust and hate among individuals and …

I'm the same, I'm the same, I'm trying to change: Investigating the role of human information behavior in view change

D McKay, S Makri, M Gutierrez‐Lopez… - Journal of the …, 2024 - Wiley Online Library
Abstract Information is powerful; it can influence peoples' views and, in turn, their behavior.
Much recent research and discussion on the role information plays in view change has …

Motivations, purposes, and means of creating information cocoons intentionally for oneself: looking on the bright side

S Fu, T Jiang - International Conference on Information, 2023 - Springer
Abstract Information cocoons have been criticized for their negative impact on individuals
and the society. However, a newly observed phenomenon on Chinese social media is that …

[PDF][PDF] Understanding Viewpoint Biases in Web Search Results

TA Draws - 2023 - research.tudelft.nl
Prof. dr. G. Kortuem, Technische Universiteit Delft Prof. dr. U. Kruschwitz, Universität
Regensburg, Duitsland Prof. dr. C. Eickhoff, Universität Tübingen, Duitsland Prof. dr. M …

[citation needed]: An Examination of Types and Purpose of Evidence Provided in Three Online Discussions on Reddit

D McKay, S Makri, G Buchanan - … of the 2024 Conference on Human …, 2024 - dl.acm.org
In a world where misinformation is abundant, and conspiracy theorists urge others to'do their
own research', how do people use evidence in online discussions? What types of evidence …

Keepin'it Reel: Investigating how Short Videos on TikTok and Instagram Reels Influence View Change

A Molem, S Makri, D Mckay - Proceedings of the 2024 Conference on …, 2024 - dl.acm.org
Novel short video platforms such as TikTok and Instagram Reels often entertain, can inform
and may persuade. Recent human-information interaction research has demonstrated the …

More Comfortable With Chaos: Using Hypertext to Shatter Echo Chambers and Promote Creativity

D McKay, S Makri, G Buchanan - … of the 33rd ACM Conference on …, 2022 - dl.acm.org
Chaos has considerable negative associations: it is perceived as frightening and destructive
and best avoided. Many constructs on the internet are a reaction to an information deluge …