🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Preprint of our (Tobias Vente, @lwegmeth, @joeranbeel) #RecSys2024 paper "From Clicks to Carbon: The Environmental Toll of #RecSys" is now available. arxiv.org/abs/2408.08203 ACM RecSys #greenml #greenai #greenrecsys #sustainableai #sustainableml #sustainablerecsys

In extreme cases, energy consumption between #recsys experiments varied by 134,000! Also, an Apple #M1 was, for some algorithms, 90% more efficient than #NVIDIA. Read more in our pre-print or at #RecSys2024 in October. isg.beel.org/blog/2024/08/2… #Apple #CO2 #GreenRecSys #GreenML

You still have a few more days to submit your opinions & provocative ideas about "What are the vital questions, needs, or opportunities the #RecSys community is currently overlooking?” for #altRecSys workshop at #RecSys2024 More at: altrecsys.github.io/call/ ACM RecSys

📢📢 ACM TORS Special Issue #recsys for #Good, submission deadline extended to 24. December 2024! More info: dl.acm.org/pb-assets/stat… w/Marko Tkalčič, Noemi Mauro, Alan Said, @navatintarev

Last month, we had a great chat with Mor Naaman (informor.bsky.social) about Human-centered AI-mediated communication. Listen to our conversation in the latest episode of the HCAI podcast hcai.se/podcast/24-09-… #humancenteredartificialintelligence #aimediatecommunication #hcai Mattias Rost

We got a preview of the Carbon Footprint paper by Alan Said which will be presented at @acmrecsys. One of the key things was to ‘think twice’ before running some deep learning model. Should we start nudging individual users or should organizations just take care of this?

On the tenth episode of the HCAI Podcast, me and Alan Said talk with Ricardo Baeza-Yates about Earth-centered AI, energy consumption, and the ethical challenges in AI development. hcai.se/podcast/24-09-…

We are excited to announce EMERS: The Energy Meter for Recommender Systems!🌱 Are you a researcher or practitioner in recommender systems? EMERS is an open-source library that helps you measure, monitor, and report the energy consumption of your experiments! 🖥️⚡

We also wrote a paper (w/ Tobias Vente, Alan Said, Joeran Beel) on EMERS. It was accepted for presentation at the RecSoGood workshop, co-located with #RecSys2024. You can check out the pre-print on arxiv: arxiv.org/abs/2409.15060 Of course, EMERS is on Github: code.isg.beel.org/emers

We (Tobias Vente Lukas Wegmeth) are thrilled that 8 of our 11 submissions to #recsys2024 and workshops (#RobustRecSys #RecSoGood) were accepted for publication. Thx Alan Said, Lien Michiels and students for the joint work. isg.beel.org/blog/2024/10/0… #recsys #greenrecsys #ensembles #datasets

Excited to kick off #acm #RecSys2024 🚀! Looking forward to a week full of inspiring talks and engaging conversations! This year, I contributed to 7 submissions, sharing the work with the community will be busy but fulfilling. See you at #RecSys2024!

This week I'm attending #recsys2024 conference in Bari, Italy 🇮🇹! Would love to chat about fairness, bias, evaluation, and trustworthy recommender systems ✨

Did you know that a 2023 RecSys algorithm emits 42x more CO2e than a 2013 RecSys algorithm? 📈🚨 If not, don't miss our presentation: "From Clicks to Carbon: The Environmental Toll of Recommender Systems" w/ Lukas Wegmeth , Alan Said & Joeran Beel in Session 11 at #RecSys2024! 🌍🌱

New paper at RecSys 2024: From Clicks to Carbon: The Environmental Toll of Recommender Systems, estimating the environmental impact of recommender systems research by reproducing typical experimental pipelines. Deep learning papers 42x worse than trad. dl.acm.org/doi/10.1145/36…

Have you wondered how much CO2 your favourite recommender system emits? A interesting study entitled “Clicks to Carbon: The Environmental Toll of Recommender Systems” by Tobias Vente et al. aimed to address the issue. #recsys2024

Tobias Vente and Lukas Wegmeth, both PhD students Universität Siegen, present their work on #GreenRecSys at #recsys2024. I couldn't be prouder; they did an amazing job during a few weeks in Sweden with Alan Said.

Barry's presenting the universe of #RecSys papers, all 2,500,000 of them. #recsys2024 barrysmyth

Most influential #recsys authors in the last 30 years #recsys2024 barrysmyth

Great panel going on at the #INTROSPECTIVES2024 with three brilliant panelists: Peter Brusilovsky , Olivier Jeunen , and Sole Pera #recsys2024 #recsys #introspectives introspectives.github.io/2024/

Come join us at #AltRecSys on Aula L! We start with a spotlight chat from Robin Burke ! #RecSys2024