Trajectory Based Podcast Recommendation

09/08/2020
by   Greg Benton, et al.
6

Podcast recommendation is a growing area of research that presents new challenges and opportunities. Individuals interact with podcasts in a way that is distinct from most other media; and primary to our concerns is distinct from music consumption. We show that successful and consistent recommendations can be made by viewing users as moving through the podcast library sequentially. Recommendations for future podcasts are then made using the trajectory taken from their sequential behavior. Our experiments provide evidence that user behavior is confined to local trends, and that listening patterns tend to be found over short sequences of similar types of shows. Ultimately, our approach gives a450

READ FULL TEXT

page 1

page 2

page 3

page 4

research
11/17/2019

Common Artist Music Assistance

In today's world of growing number of songs, the need of finding apposit...
research
11/25/2020

Evaluating the scale, growth, and origins of right-wing echo chambers on YouTube

Although it is understudied relative to other social media platforms, Yo...
research
11/04/2021

Sequential Movie Genre Prediction using Average Transition Probability with Clustering

In recent movie recommendations, predicting the user's sequential behavi...
research
09/15/2020

Reinforcement Learning for Strategic Recommendations

Strategic recommendations (SR) refer to the problem where an intelligent...
research
02/13/2021

Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels

Online gaming is a multi-billion-dollar industry, which is growing faste...
research
05/03/2022

Exploration of the possibility of infusing Social Media Trends into generating NFT Recommendations

Recommendations Systems have been identified to be one of the integral e...
research
04/22/2022

DACSR: Decoupled-Aggregated End-to-End Calibrated Sequential Recommendation

Recent years have witnessed the progress of sequential recommendation in...

Please sign up or login with your details

Forgot password? Click here to reset