Filter bubbles in recommender systems: Fact or fallacy—A systematic review

QM Areeb, M Nadeem, SS Sohail… - … : Data Mining and …, 2023 - Wiley Online Library
A filter bubble refers to the phenomenon where Internet customization effectively isolates
individuals from diverse opinions or materials, resulting in their exposure to only a select set …

[HTML][HTML] A systematic review on food recommender systems

JN Bondevik, KE Bennin, Ö Babur, C Ersch - Expert Systems with …, 2024 - Elsevier
The Internet has revolutionised the way information is retrieved, and the increase in the
number of users has resulted in a surge in the volume and heterogeneity of available data …

Building human values into recommender systems: An interdisciplinary synthesis

J Stray, A Halevy, P Assar, D Hadfield-Menell… - ACM Transactions on …, 2024 - dl.acm.org
Recommender systems are the algorithms which select, filter, and personalize content
across many of the world's largest platforms and apps. As such, their positive and negative …

Benefits of diverse news recommendations for democracy: A user study

L Heitz, JA Lischka, A Birrer, B Paudel… - Digital …, 2022 - Taylor & Francis
News recommender systems provide a technological architecture that helps shaping public
discourse. Following a normative approach to news recommender system design, we test …

Radio–rank-aware divergence metrics to measure normative diversity in news recommendations

S Vrijenhoek, G Bénédict… - Proceedings of the 16th …, 2022 - dl.acm.org
In traditional recommender system literature, diversity is often seen as the opposite of
similarity, and typically defined as the distance between identified topics, categories or word …

[图书][B] Neural approaches to conversational information retrieval

J Gao, C Xiong, P Bennett, N Craswell - 2023 - Springer
A conversational information retrieval (CIR) system is an information retrieval (IR) system
with a conversational interface, which allows users to interact with the system to seek …

What are filter bubbles really? A review of the conceptual and empirical work

L Michiels, J Leysen, A Smets, B Goethals - Adjunct proceedings of the …, 2022 - dl.acm.org
The original filter bubble thesis states that the use of personalization algorithms results in a
unique universe of information for each of us, with far-reaching individual and societal …

Avenues to news and diverse news exposure online: Comparing direct navigation, social media, news aggregators, search queries, and article hyperlinks

M Wojcieszak, E Menchen-Trevino… - … Journal of Press …, 2022 - journals.sagepub.com
The online environment dramatically expands the number of ways people can encounter
news but there remain questions of whether these abundant opportunities facilitate news …

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 …

Mapping exposure diversity: The divergent effects of algorithmic curation on news consumption

P Jürgens, B Stark - Journal of Communication, 2022 - academic.oup.com
Diversity is a crucial precondition for a democratic public discourse. In today's high-choice
media environments, exposure to diverse news is largely determined by individuals' …