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Welcome to RS_c, the central platform for the RecSys community. We provide curated lists of recommender-systems datasets, algorithms, books, conferences and many resources more. Maybe most importantly, we publish the latest recommender-system news. If you want your news to be reported on RS_c, read here.
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January 11, 2021

‘Lazy Predict’ Tutorial for AutoML with scikit-learn [Eryk Lewinson]

Eryk Lewinson wrote a tutorial on how to use Lazy Predict, which is an automated machine learning (AutoML) extension by Shankar Rao Pandala for scikit-learn....
January 11, 2021

Recommender-Systems Version Control: TensorFlow releases ‘Machine Learning Metadata (MLMD)’

Version control for recommender systems is a topic that should receive more attention in the community. Given that TensorFlow is often used for implementing recommender...
January 7, 2021

15th ACM Conference on Recommender Systems (RecSys 2021): Call for Papers

ACM RecSys has published the Call for Papers for the 15th ACM Conference on Recommender Systems (RecSys 2021), which will be held in Amsterdam, Netherlands,...
January 4, 2021

How can you build simple recommender systems with Surprise? [Amol Mavuduru]

Amol Mavuduru wrote a nice tutorial on how to build recommender systems with the Surprise Library. It should be noted, however, that Surprise is not...
January 4, 2021

‘AutoGL’, a new AutoML framework for Graphs by Tsinghua University

‘Graphs’ and linked data are highly useful in generating effective recommender systems. Also in machine learning, graphs have gained popularity. Now, researchers from Tsinghua University...
December 15, 2020

HetSeq: Training BERT on a random assortment of GPUs [Yifan Ding et al.]

BERT has brought huge changes to how NLP is done, and also had a notable impact on recommender systems (not always though*). However, training BERT...
December 9, 2020

Why isn’t your recommender system training faster on GPU? [Even Oldridge @NVIDIA]

Even Oldridge from NVIDIA Merlin has written a blog post about Why isn’t your recommender system training faster on GPU? (And what can you do...
December 9, 2020

Google adds personalization features to its Pixel phones

Harrison Lingren from Google announced a number of new features for Google’s Pixel phones, some relating to personalization. These features include Adaptive Sound, which adjusts...
December 3, 2020

RecSys@NeurIPS2020: 4 Papers about Recommender Systems

NeurIPS 2020 will start in a few days. Given the importance of machine learning for recommender systems, there are many relevant papers. In addition, there...
November 30, 2020

Could Google passage indexing be leveraging BERT? [Dawn Anderson @SearchEngineLand]

Google’s language model BERT has (and still is) created some attention in the NLP and Search community when it was released in 2018, and incorporated...

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News from Twitter

Do you want your news to appear here? Then add the hashtag #RS_c to your Tweet, and after one hour or so it will appear here automatically.
RecSys_cRecommender-Systems.com (RS_c)@RecSys_c·
24 Feb

#Netflix launches 'Downloads for You', a recommender-system for movies to be downloaded to mobile devices. https://recommender-systems.com/news/2021/02/24/netflix-launches-downloads-for-you-automatic-downloads-of-recommended-series-and-movies/ #recsys #RS_c

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RecSys_cRecommender-Systems.com (RS_c)@RecSys_c·
12 Feb

#GoogleScholar re-designed its recommender system. IMHO it looks good (better than before).
https://recommender-systems.com/news/2021/02/12/google-scholar-re-designs-its-research-paper-recommender-system/ #recsys #RS_c

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RecSys_cRecommender-Systems.com (RS_c)@RecSys_c·
4 Feb

#Porsche introduces a recommendation engine to its car configurator. Based on a user's current configuration, additional items are recommended. Porsche claims a 90% accuracy, though it seems unclear how the accuracy was exactly calculated. https://recommender-systems.com/news/2021/02/04/porsche-adds-a-recommendation-system-to-its-car-configurator/ #recsys #RS_c

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RecSys_cRecommender-Systems.com (RS_c)@RecSys_c·
27 Jan

Google publishes a progress report on the #PrivacySandboxInitiative, which "supports business models [#advertisement] that fund the open web in the absence of tracking mechanisms like third-party cookies" https://recommender-systems.com/news/2021/01/27/google-chrome-update-privacy-sandbox-initiative/ #recsys #RS_c #privacy

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RecSys_cRecommender-Systems.com (RS_c)@RecSys_c·
21 Jan

Google announces recommendations-as-a-service for (Online) #Retail. The retailer can choose the business metric to optimize (CTR or CVR) and type of recommendation.
https://recommender-systems.com/news/2021/01/21/google-launches-product-discovery-solutions-including-search-and-recommendations-for-online-retailers/ #recsys #raas #RS_c #ecommerce #API #searchengine

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    Alan Said Alexander Felfernig Alexander Tuzhilin Amra Delic arXiv Automated Machine Learning (AutoML) Bamshad Mobasher Call For Papers (CfP) Ching-Wei Chen Covid-19 Deep Learning Dietmar Jannach Even Oldridge Forbes Francesco Ricci Frank Kane Gediminas Adomavicius Google Joseph A. Konstan Ludovico Boratto Marijn Koolen Markus Zanker Medium Michael Ekstrand Natural Language Processing (NLP) NeuRec NVIDIA NVIDIA Merlin Open Source Pre-Print Privacy RecSys Challenge RecSyS Conference Reinforcement Learning Spotify TechCrunch TensorFlow TowardsDataScience UMAP Walter Anelli

    Our Own Tweets

    https://twitter.com/RecSys_c
    RecSys_cRecommender-Systems.com (RS_c)@RecSys_c·
    24 Feb

    #Netflix launches 'Downloads for You', a recommender-system for movies to be downloaded to mobile devices. https://recommender-systems.com/news/2021/02/24/netflix-launches-downloads-for-you-automatic-downloads-of-recommended-series-and-movies/ #recsys #RS_c

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    RecSys_cRecommender-Systems.com (RS_c)@RecSys_c·
    21 Feb

    #RS_c_Jobs https://recommender-systems.com/business-funding-career/jobs-open-positions/

    Joeran Beel@JoeranBeel

    We seek to hire 1 Postdoctoral Researcher in #AutoML, #NAS, #RecSys. 3+1 years in Siegen, Germany. Excellent Salary, Freedom/Flexibility, and Environment. https://isg.beel.org/blog/2021/02/17/1-postdoc-automl-nas-recsys-germany/ #Jobs #PostdocJobs #PostdocPosition #postdoc

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    RecSys_cRecommender-Systems.com (RS_c)@RecSys_c·
    12 Feb

    #GoogleScholar re-designed its recommender system. IMHO it looks good (better than before).
    https://recommender-systems.com/news/2021/02/12/google-scholar-re-designs-its-research-paper-recommender-system/ #recsys #RS_c

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    RecSys_cRecommender-Systems.com (RS_c)@RecSys_c·
    12 Feb

    #Spotify launches its services in Korea, and the price is higher than the competitors' prices. One argument for the higher price might be the (excellent?) recommender system. Do you agree? Is Spotify's #recsys worth a premium?

    https://recommender-systems.com/news/2021/02/12/spotify-korea-price-vs-recommender-system/

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    RecSys_cRecommender-Systems.com (RS_c)@RecSys_c·
    11 Feb

    The #NAS workshop @iclr_conf has a "Wild Ideas" track. Would be great to see something on how #NeuralArchitectureSearch and #RecSys can be combined (either how NAS can empower RecSys algorithms or a RecSys for #NeuralNetwork Architectures).

    Arber Zela@ZelaArber

    We invite you to submit your recent work on our #NAS workshop at #ICLR2021. The deadline is on Feb 26th (23:59 UTC-12). For more details please check the CFP at the workshop website: https://sites.google.com/view/nas2021/call-for-papers?authuser=0
    @FrankRHutter, AaronKlein, JanMetzen, @liamcli, JovitaLukasik

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