The Arg Lab is focused on developing innovative and effective educational interventions and educational data mining; on deploying those technologies to support students, educators, and educational institutions in rich complex domains such as Argumentation, software development, and design; and on analyzing the real-world impact of those technologies to develop appropriate policies that enhance their utility while safeguarding the rights of students, educators, and communities.
The Data-Driven Decision group is dedicated to the discovery of robust strategies for adaptive, effective, and personalized decision making in complex interactive environments. To that end, they focus on identifying and understanding personalized intervention decisions for interactive environments and developing a general data-driven framework for the discovery of robust strategies for adaptive personalized decision making.
The Game2Learn group researches the impact of games and data-driven adaptation on learning through a number of innovative approaches. They build games and interactive tools for learning in math and computing, building social networks, promoting exercise, and visualizing interaction data from games and learning environments.
The Help through INTelligent Support (HINTS) Lab develops learning environments that automatically support students with data-driven help features. With a focus on computing education, their goal is to reimagine programming environments as adaptive, interactive systems that help students to pursue learning goals that are meaningful to them. Their research emphasizes practical methods that can scale to new classrooms and contexts, without placing additional burden on instructors.
The IEC Lab’s central mission is to advance a theory of advanced educational computing for practical and theoretical purposes: (1) To provide better learning and instructional opportunities for students and teachers, and (2) to advance theories of how people learn. Our technology innovation focuses on artificial intelligence such as new machine learning algorithms and new big data mining methods. We believe that everybody should have equal opportunity to receive a high-quality education and a need-based assistance.
The IntelliMedia group is dedicated to bringing about dramatic improvements in technology-rich personalized learning. With a focus on adaptive learning technologies, they leverage artificial intelligence, game technologies, and multimodal interfaces to create effective, engaging learning experiences. By fusing automated reasoning and human language technologies with game technologies and new media, they design and investigate high-impact adaptive learning environments.