It's almost time for QUARE'22, the 1st workshop on Measuring #quality of #explanations in #recsys, co-located with SIGIR 2025! Join us for half a day of talks and discussions about #explainable recommendations on July, 15, 9:00 AM CEST

According to Chen et al user studies are now most common method to evaluate the user’s response to #XAI of recommender sys-that's really good to hear. I guess the next thing we should work towards is making them more standardized and detailed #SIGIR2022 QUARE '23 SIGIR 2025

QUARE 22 has started! Very good keynotes so far from Xiting Wang (Microsoft Research ) and @dietmarjannach. Stay tuned for the next sessions! #recsys #explanations #xAI SIGIR 2025 #SIGIR2022

After lots of interesting presentations, QUARE '22 plenary discussion is about to start – looking forward to plenty of engaging contributions from our attendees. #xAI #quality #RecSys SIGIR 2025

I went to 3 workshops and all of them had nice discussions and interaction. The 1st Workshop on Measuring the Quality of Explanations in Recommender Systems was especially great, with short talks and a moderated, multi-disciplinary discussion session sites.google.com/view/quare-202…

If you're looking for a #PhD in human-centric or participatory #artificialintelligence, get in touch. I have a scholarship for candidates who qualify for home/UK fees. You'd be joining a vibrant, diverse department with lots of interesting projects KCL Informatics KCL Natural, Mathematical & Engineering Sciences

We’re glad to announce that we’ll be at ACM RecSys this September. Stay tuned for further announcements! #XAI #RecSys

#QUARE23 is kicking off! Looking forward to half day of discussions about Measuring the Quality of Explanations in Recommender Systems QUARE '23, #RecSys2023, ACM RecSys Oana Inel, Milda Norkute, alessandro , Nicolas Mattis

Assessing whether users comprehend explanations is inherently hard, that's why pbjective measurement for explanations are so hard to achieve, says Chunhua Tsai one of the panellists of the first session of #QUARE23, QUARE '23, #RecSys2023, ACM RecSys

How can an explanations boost people’s critical thinking? We should be able the system as needed, not just encourage to trust systems more – @navatintarev #QUARE23, QUARE '23, #RecSys2023, ACM RecSys

#RecommenderSystems are like cars: everybody can have one, but not necessarily want to know how that works – Chunhua Tsai #QUARE23, QUARE '23, #RecSys2023, ACM RecSys

Work by Upol Ehsan et al. encourages to think not only about different stakeholder needs but also how their background impacts perception of explanations & how surprising some of the perceptions can be. Thank you for joining & sharing! #QUARE23 QUARE '23 #RecSys2023

A fast-food mentality to deploy ready-made #ML approaches may be what's hampering to move beyond post-hoc rationale generation for #RecSys Upol Ehsan – great discussion in the session session of #QUARE23 ACM RecSys #RecSys2023

Robin Burke: "If my livelihood depends on what a recsys does with my creative material, I need more transparency around why the algorithm is reaching some people, why is not reaching others, etc." #QUARE23 #RecSys2023 ACM RecSys

Super fun and engaging session. Fellow panelists were awesome as were the audience questions. You did a great job moderating it, Milda Norkute! Thanks for the invitation. QUARE '23 #QUARE23 #RecSys2023

.Mohammad Naiseh shared with us why explanations might be misapplied or skipped and Cecilia Panigutti introduced us to MVP for explanation(?) requirements based on current policy at #QUARE23, QUARE '23, #RecSys2023, ACM RecSys Thank you for joining & sharing.

Had a lot of fun moderating this session at #QUARE23 Thanks to Chunhua Tsai @navatintarev and Olfa Nasraoui for a stimulating discussion as well as great set of co-organisors in Oana Inel Milda Norkute Krisztian Balog alessandro Sanne Vrijenhoek and twitterless Timothée Schmude