The online interactive magazine of the Association for the Advancement of Artificial Intelligence

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Summer 2022: Recommender Systems, Trends and Frontiers

Summer 2022: Recommender Systems, Trends and Frontiers

Highlights from the current issue:

Recommender Systems — Pushing Frontiers
Open challenges and research paths for next-gen recommender systems

Human-AI Partnership in K-12 Education
Designing for human-AI partnership in a challenging real-world context

AI Ethics Redefined
Emerging concerns about AI ethics in the Modern Age

“A Survey of Knowledge-based Sequential Decision Making under Uncertainty”
View Video Summary on AAAI’s Channel

AI-Alerts @ AITopics.org

    Recent Posts

    ICPRAM 2021 Conference Report

    ICPRAM 2021 (10th International Conference on Pattern Recognition Applications and Methods) received 97 paper submissions from 30 countries. To evaluate each submission, a double‐blind paper review was performed by the Program Committee. After a stringent selection process, 21 papers were published and presented as full papers, i.e. completed work (12 pages/25’ oral presentation), 53 papers were accepted as short papers (28 as oral presentation and 25 as poster presentation).

    Reports of the Association for the Advancement of Artificial Intelligence’s 2021 Fall Symposium Series

    Adam Amos-Binks, Shelly Bagchi, Erik Blasch, Mihai Boicu, Dustin Dannenhauer, Thomas E. Doyle, Leilani Gilpin, Anuj Karpatne, Aisling Kelliher, Reuth Mirsky, Nikhil Muralidhar, Audrey Reinert, Reza Samavi, Elizabeth Sklar, Gita Sukthankar, Megan Zimmerman

    The Association for the Advancement of Artificial Intelligence’s 2021 Fall Symposium Series was held virtually from November 4-6, 2021. There were seven symposia in the fall program: Artificial Intelligence for Human-Robot Interaction, Artificial Intelligence in the Government and Public Sector, Cognitive Systems for Anticipatory Thinking, Computational Theory of Mind for Human-Machine Teams, 5 Human Partnership with Medical AI: Design, Operationalization, and Ethics, Science-Guided AI, and Where AI Meets Food Security: Intelligent Approaches for Climate-Aware Agriculture.

    Reports of the Association for the Advancement of Artificial Intelligence’s 17th Conference on Artificial Intelligence and Interactive Digital Entertainment

    Michael Buro, Quinn Kybartas, and Santiago Ontañón

    The Association for the Advancement of Artificial Intelligence’s 2021 International Conference on Artificial Intelligence and Interactive Digital Entertainment was held October 11-15, 2021. There were three workshops in the program: Experimental AI in Games, Programming Languages in Entertainment, and Strategy Games. This report contains summaries of some, but not all symposia. 

    ICAIL 2021 – the 18th International Conference for Artificial Intelligence and Law

    The 18th International Conference for Artificial Intelligence and Law (ICAIL 2021) was organized at the University of São Paulo School of Law, Brazil. For the first time, the ICAIL conference was organized entirely online, due to the overall Covid-19 pandemic situation. Despite unusual circumstances, the ICAIL 2021 was a success, attracting almost 1400 registered participants and offering a rich, diverse program.

    The Success of Conversational AI and the AI Evaluation Challenge it Reveals

    By Ian Beaver

    Research interest in Conversational AI has experienced a massive growth over the last few years and several recent advancements have enabled systems to produce rich and varied turns in conversations similar to humans. However, this apparent creativity is also creating a real challenge in the objective evaluation of such systems as authors are becoming reliant on crowd worker opinions as the primary measurement of success and, so far, few papers are reporting all that is necessary for others to compare against in their own crowd experiments. This challenge is not unique to ConvAI, but demonstrates as AI systems mature in more “human” tasks that involve creativity and variation, evaluation strategies need to mature with them.

    Ask-Me-Anything

    AI experts answer your questions! See all of our AMAs. Your questions will be submitted to these guests and a video will be recorded with their answers and posted on the Interactive AI Magazine and in the weekly AI Alert.

     

    For our fourth AMA, we have Dr. David Leake, Professor of Computer Science in the Luddy School of Informatics, Computing and Engineering at Indiana University, where he served as Executive Associate Dean from 2012-2021. He received his PhD from Yale University in 1990. His research is in artificial intelligence and cognitive science, including contributions in case-based reasoning, explanation, intelligent information systems, intelligent user interfaces, and introspective learning. He has authored/edited over 200 publications with over 8,500 Google Scholar citations. He played a key role in developing the field of case-based reasoning and is a five-time winner of best paper awards at the International Conference on Case-Based Reasoning (ICCBR). He is Editor in Chief Emeritus of AI Magazine, the official magazine of the Association for the Advancement of Artificial Intelligence (AAAI), after 17 years as Editor in Chief. In 2014 he received the AAAI Distinguished Service Award. He is a Senior Member of AAAI.

    We are excited to announce that on February 11, 2023, there will be an AAAI/ACM SIGAI Job Fair at #AAAI23. The job fair is a place for students and professionals looking for internships or jobs to mingle in an informal "meet-&-greet" atmosphere.

    Space is filling up for the reserved & reduced price block of hotel rooms during #AAAI23! We urge you to make your reservations as soon as you can before they run out. Book your room in a AAAI hotel by January 6th to be entered to win a complimentary registration to AAAI-24!

    Do you have your accommodations for #AAAI23 yet? We encourage everyone to make reservations as soon as possible before the rooms fill up. Book your room by January 6th in a AAAI hotel to be entered to win a complimentary registration to AAAI-24!