--- title: Personalizing Audiobooks and Podcasts with graph-based... description: Spotify leverages graph-based models to personalize audiobooks and podcasts. They use a graph structure to capture content relationships and user preferences.... canonical: https://daily.dev/posts/personalizing-audiobooks-and-podcasts-with-graph-based-models---spotify-research-8xu4j2ntz twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Personalizing Audiobooks and Podcasts with graph-based models - Spotify Research | daily.dev og:description: Spotify leverages graph-based models to personalize audiobooks and podcasts. They use a graph structure to capture content relationships and user preferences.... og:url: https://daily.dev/posts/personalizing-audiobooks-and-podcasts-with-graph-based-models---spotify-research-8xu4j2ntz og:image: https://api.daily.dev/og/posts/8Xu4j2nTz.png og:image:alt: Personalizing Audiobooks and Podcasts with graph-based models - Spotify Research og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # 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: --- 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) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"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","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/personalizing-audiobooks-and-podcasts-with-graph-based-models---spotify-research-8xu4j2ntz"},"datePublished":"2024-05-10T10:44:50.366Z","dateModified":"2024-05-10T10:44:49.010Z","description":"Spotify leverages graph-based models to personalize audiobooks and podcasts. 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