2 papers
cs.IR2025
Efficient Data Retrieval and Comparative Bias Analysis of Recommendation Algorithms for YouTube Shorts and Long-Form Videos
Selimhan Dagtas, Mert Can Cakmak, Nitin Agarwal
The growing popularity of short-form video content, such as YouTube Shorts, has transformed user engagement on digital platforms, raising critical questions about the role of recom…
cs.SI2025
Simulating User Watch-Time to Investigate Bias in YouTube Shorts Recommendations
Selimhan Dagtas, Mert Can Cakmak, Nitin Agarwal
Short-form video platforms such as YouTube Shorts increasingly shape how information is consumed, yet the effects of engagement-driven algorithms on content exposure remain poorly…