Intelligent Coaching System
نویسندگان
چکیده
Intelligent coaching systems create a learning environment analogous to master and apprentice relationship. They monitor the student task performance and generate responses in the context of the student needs and student dialogue history. We built a prototype intelligent coaching system to provide guidance to a student building a model-based financial decision support system in a spreadsheet. The system monitors the student task performance and stores dialogue history. It intervenes with appropriate real-time messages designed to guide the student in completing the task. It suggests appropriate "canned text" concepts which the student may or may not review. The system is intended to support instructors in providing computerized coaching of student projects and assignments. The prototype is built in Knowledge Pro and monitors a task in Excel. The prototype will be used as a research tool to test alternative instructional and communication strategies.
منابع مشابه
Intelligent Coaching for Collaboration in Ill-Defined Domains
This research seeks to improve learning by integrating intelligent coaching with peer-to-peer collaboration. We combine advanced technologies that support student freedom and exploration, allow for collaboration and peer tutoring, and provide task advice by modeling student work and behavior. We empirically evaluated both the effect of added collaborative features that enable peer-to-peer inter...
متن کاملDemonstrating the Dialogue System of the Intelligent Coaching Space
This demonstration presents the current state of the dialogue processing of the Intelligent Coaching Space. This is a multimodal virtual environment in which users are coached in the acquisition of a physical skill. The demonstration highlights the closed interaction loop between the physical action of the user and the responses of
متن کاملThe Intelligent Coaching Space: A Demonstration
Here we demonstrate our Intelligent Coaching Space, an immersive virtual environment in which users learn a motor action (e.g. a squat) under the supervision of a virtual coach. We detail how we assess the ability of the coachee in executing the motor action, how the intelligent coaching space and its features are realized and how the virtual coach leads the coachee through a coaching session.
متن کاملDialogue Structure of Coaching Sessions
We report initial findings of the ICSPACE (‘Intelligent Coaching Space’) project on virtual coaching. We describe the gathering of a corpus of dyadic squat coaching interactions and initial high-level models of the structure of these sessions.
متن کاملDistributed Coaching for an Intelligent Learning Environment
1 Institute for the Learning Sciences, Northwestern University {forbus ureel jbaher skuehne } @ils.nwu.edu 2 Xerox Palo Alto Research Center [email protected] 3 Department of Mechanical Engineering, Northwestern University [email protected] Abstract Several barriers hinder the widespread application of AI-based educational software. School and student machines are often underpowered, keep...
متن کامل