---
title: "Personalizing Audiobooks and Podcasts with graph-based models - Spotify Research"
url: https://daily.dev/posts/personalizing-audiobooks-and-podcasts-with-graph-based-models---spotify-research-8xu4j2ntz
source_url: https://research.atspotify.com/2024/05/personalizing-audiobooks-and-podcasts-with-graph-based-models/
type: article
source: "Spotify Research"
published: 2024-05-10T10:44:50.366Z
updated: 2024-05-10T10:44:49.010Z
tags: ["spotify"]
reading_time: 6
upvotes: 0
comments: 0
language: en
---

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# Personalizing Audiobooks and Podcasts with graph-based models - Spotify Research

**[Spotify Research](https://daily.dev/sources/spotify_research)** · 6 min read · 0 upvotes · 0 comments

## Summary

Spotify leverages graph-based models to personalize audiobooks and podcasts. They use a graph structure to capture content relationships and user preferences. The system successfully overcame the lack of Audiobook interaction data and achieved significant increases in audiobook stream rates. The Unified Model architecture provides a foundation layer for representation learning and a dynamic layer for user representation learning, leading to improved recommendations.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://research.atspotify.com/2024/05/personalizing-audiobooks-and-podcasts-with-graph-based-models/>

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---

Tags: [#spotify](https://daily.dev/tags/spotify)

[View this post on daily.dev](https://daily.dev/posts/personalizing-audiobooks-and-podcasts-with-graph-based-models---spotify-research-8xu4j2ntz)