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Colloquium Loria – Sihem Amer Yahia

30 June 2022 @ 13:30 pm - 14:30 pm

Sihem Amer Yahia

Next Colloquium will take place on Thursday, 30th June at 1:30 pm in Loria’s amphitheater.

We will welcome Sihem Amer Yahia (CNRS, Univ. Grenoble Alpes, France) with a presentation entitled “AI-Powered Data-Driven Education”

Abstract: Educational platforms are increasingly becoming AI-driven. Besides providing a wide range of course filtering options, personalized recommendations of learning material and teachers are driving today’s research. While accuracy plays a major role in evaluating those recommendations, many factors must be considered including learner retention, throughput, upskilling ability, equality of learning opportunities, and satisfaction. This creates a tension between learner-centered and platform-centered approaches. I will describe research at the intersection of data-driven recommendations and education theory. This includes multi-objective algorithms that leverage collaboration and affinity in peer learning, studying the impact of learning strategies on platforms and people, and automating the generation of sequences of courses. I will end the talk with a discussion of the central role data management systems could play in enabling holistic educational experiences.

Bio: Sihem Amer-Yahia is a Silver Medal CNRS Research Director and Deputy Director of the Lab of Informatics of Grenoble. She works on exploratory data analysis and fairness in job marketplaces. Before joining CNRS, she was Principal Scientist at QCRI, Senior Scientist at Yahoo! Research and Member of Technical Staff at at&t Labs. Sihem is PC chair for SIGMOD 2023 and vice president of the VLDB Endowment. She currently leads the Diversity&Inclusion initiative for the database community.

 

Details

Date:
30 June 2022
Time:
13:30 pm - 14:30 pm
Event Category:

Venue

Amphithéâtre du Loria

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