Association for Computing Machinery (ACM) Courses

Evaluation of Adaptive Systems

Learn techniques for evaluating adaptive systems, including user modeling, personalization, and group-based approaches to improve search rankings and address data sparsity challenges.

• YouTube
• 2 hours 18 minutes
• Self-Paced
• Conference Talk

Hands on Data and Algorithmic Bias in Recommender Systems

Explore data and algorithmic bias in recommender systems through real-world examples, practical use cases, and mitigation techniques. Gain hands-on experience with Jupyter notebooks using data from actual platforms.

• YouTube
• 2 hours 37 minutes
• Self-Paced
• Conference Talk

Computational Ethos

Keynote on Computational Ethos exploring how speaker character influences communication, with applications in ethos mining, analytics, and explainable AI for customized interactive argumentation schemes.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Conference Talk

Physical and Social Human-Robot Interaction - Keynote by Giorgio Metta

Giorgio Metta discusses iCub humanoid robot research, focusing on physical and social human-robot interaction. Explores machine learning for contact interpretation and contactless cues to enhance user-robot interaction.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

A Gentle Introduction to Recommendation as Counterfactual Policy Learning

Explore cutting-edge recommender systems through counterfactual policy learning. Learn theoretical frameworks, algorithms, and practical applications using RecoGym simulation environment.

• YouTube
• 2 hours 36 minutes
• Self-Paced
• Conference Talk

Innovating with AI

Explore cutting-edge AI innovations and their impact on technology and society in this keynote address by Google's Ashwin Ram at the IUI 2019 conference.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Conference Talk

Tea - A High-level Language and Runtime System for Automating Statistical Analysis

Introduces Tea, a declarative language for automating statistical analysis. Simplifies hypothesis testing by determining valid tests based on study design and assumptions, lowering barriers to accurate statistical research.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Sozu - Self-Powered Radio Tags for Building-Scale Activity Sensing

Innovative sensing system detects events wirelessly through walls using self-powered radio tags, enabling wide-area human activity monitoring with high accuracy and rich signal detection capabilities.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Designing AR Visualizations to Facilitate Stair Navigation for People with Low Vision

Explores AR visualizations for aiding stair navigation in low vision individuals, comparing projection-based AR and smartglasses. Findings show increased walking speed and psychological security for users.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

The Creativity Process Behind GRIS

Explore the creative journey behind GRIS, a wordless narrative game. Discover artistic tools, design challenges, and innovative approaches used to craft an emotionally engaging experience accessible to all players.

• YouTube
• 59 minutes
• Self-Paced
• Conference Talk

Digital Assistance for Quality Assurance - Augmenting Workspaces Using Deep Learning for Tracking Near-Symmetrical Objects

Innovative deep learning approach for quality assurance in manufacturing, focusing on tracking and measuring near-symmetrical objects like LEGO bricks using visual guides and fine-grained feature detection.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

BEXHI - A Mechanical Structure for Prototyping Bendable and Expandable Handheld Interfaces

Explore BEXHI, a novel mechanical structure for prototyping expandable and bendable handheld devices, combining bend and expansion capabilities for innovative interface design.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Inking Your Insights - Investigating Digital Externalization Behaviors During Data Analysis

Exploring how analysts externalize thoughts during data analysis, with insights on integrating digital pen input and linking visualizations to enhance the analytical process.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Learning to Drag - The Effects of Social Interactions in Touch Gestures Learnability for Older Adults

Explores how social interactions enhance touch gesture learnability for older adults with low digital literacy, focusing on the drag gesture in interactive tabletop games.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

CARDS - A Mixed-Reality System for Collaborative Learning at School

Mixed-reality system combining physical and digital objects to enhance collaborative learning in schools. Designed through participatory approach, CARDS shows potential for fostering active, hands-on educational activities.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk