Người dùng Reddit đã xây dựng hệ thống gợi ý anime bằng Streamlit, sử dụng phương pháp content-based filtering và autoencoder (TensorFlow/Keras). Nhập tên anime để xem gợi ý tương tự. App demo sẵn sàng thử nghiệm, code source trên GitHub. #AI #Streamlit #Anime #DeepLearning #RecommenderSystem #SideProject #Python #GitHub #HọcMáy #DiễnGiảiSâu #PhânTíchDữLiệu

https://www.reddit.com/r/SideProject/comments/1pj6a1i/i_built_an_anime_recommender_system_with_streamlit/

Boy, the #linkedin #recommenderSystem really needs some work! There aren't many #politicians in #Germany lower on my approval list. 🧐 🤣 #politik #deutschland

From now on, instead of regularly posting links on Twitter, I will post a currated list of the best ones - once a week on Substack.

So without further ado…

This week it has a heavy focus on the latest research on algorithmic recommender systems.

#recommendersystem #techpolicy #humour #mentalhealth #capitalism #polarisation

https://leviathan.substack.com/p/recommender-algorithms-and-engagement

Recommender algorithms and engagement (1)

Polarisation on Twitter, depression via Facebook, Capitalism is not the (only) problem and more.

Leviathan

What better way to finish this year than announcing that I have defended my #PhD dissertation titled

"Assessing the Impact of Music Recommendation Diversity on Listeners"

and obtained the grade of Excellent, also awarded with the Mention "Cum Laude".

2023 will bring so many challenges, and my goal will continue to try making #RecommenderSystem a little bit better, for building a better (digital) world.

P.S. If you are interested in reading my #thesis here's the link:
https://drive.google.com/file/d/1Ps8nbpbSpXZd62y-yQMNrm7hxYtucO5h/view

New story: I talked to several people who audit recommender systems. The consensus on pluridisciplinarity is quite interesting (selection bias in my interviewees notwithstanding). https://algorithmwatch.org/en/researchers-audit-recommender-systems/ #algorithmwatching #recommendersystem
How researchers are upping their game to audit recommender systems - AlgorithmWatch

Recommender systems, such as a social network’s news feed or a streaming service’s recommendations, are notoriously difficult to audit. Despite high hurdles, practitioners from journalism and academia are pushing forward.

AlgorithmWatch

"Social media, media streaming services and gig economy platforms all use recommender systems to make guesses about what we like by analyzing ours and others behavior. These systems can make an abundance of options seem trivial and sometimes make decisions seem so obvious that we don't even think of them as choices. This is comfortable and saves us time, but will result in the loss of something else."

https://arvidmarklund.com/stupidity-recommended-for-you/index.html

#recommenderSystem #confirmationBias #deGoogle #attentionEconomy

Stupidity recommended for you - Arvid Marklund

Social media, media streaming services and gig economy platforms all use recommender systems to make guesses about what we like by analyzing ours and others behavior. These systems can make an abundance of options seem trivial and sometimes make decisions seem so obvious that we don't even think of them as choices. This is comfortable and saves us time, but will result in the loss of something else.