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 2024

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

Nice to see Chun-Hua talk about the longitudinal evaluation conversational explanations in healthcare.

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 – Nava is also on @[email protected] on Mastodon #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

QUARE '23 Chunhua Tsai ACM RecSys Robin Burke with a provocative statement. Most recommender systems lie. At least by omission.

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

QUARE '23 Chunhua Tsai ACM RecSys I also liked the argument from Francesco Sovrano for identifying a taxonomy of explanatory needs. Anyone know which paper he was referring to?

.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 Nava is also on @[email protected] on Mastodon 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