Journal ArticleDOI
Intelligent tutoring systems
TLDR
Computer tutors based on a set of pedagogical principles derived from the ACT theory of cognition have been developed for teaching students to do proofs in geometry and to write computer programs in the language LISP.Abstract:
Cognitive psychology, artificial intelligence, and computer technology have advanced to the point where it is feasible to build computer systems that are as effective as intelligent human tutors Computer tutors based on a set of pedagogical principles derived from the ACT theory of cognition have been developed for teaching students to do proofs in geometry and to write computer programs in the language LISPread more
Citations
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Book
Computational Mathetics: Towards a Science of Learning Systems Design
TL;DR: It is essential for AI-ED research to take better account of the concepts of 'situation', 'context', 'community', ' community', 'discourse', 'social learning', and so on, but these terms need to be defined, not used as mantra.
Journal ArticleDOI
A survey on deep learning based knowledge tracing
TL;DR: Deep Learning-based knowledge tracing (KT) is an emerging and popular research topic in the field of online education that seeks to assess students' mastery of a concept based on their historical learning of relevant exercises on an online education system in order to make the most accurate prediction of student performance as mentioned in this paper .
Book ChapterDOI
A Classification of Evaluation Methods for Intelligent Tutoring Systems
TL;DR: A classification of evaluation methods is proposed to help in improving quality of computer based education by providing a practical and to the point way of selecting the appropriate evaluation methods for intelligent tutoring systems.
Journal ArticleDOI
The Effect of a Computer Tutor for Writers on Student Writing Achievement
Kurt Rowley,Nick Meyer +1 more
TL;DR: Teachers and students reported that the CTW appeared to improve both the ability of students to follow a complete writing process and their ability to achieve related learning objectives.
Journal ArticleDOI
Let's talk! speaking virtual counselor offers you a brief intervention
TL;DR: A virtual counseling system which can deliver brief alcohol health interventions via a 3D anthropomorphic speech-enabled interface is developed—a new field for spoken dialog interactions with intelligent virtual agents in the health domain.
References
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Book
Signal detection theory and psychophysics
David M. Green,John A. Swets +1 more
TL;DR: This book discusses statistical decision theory and sensory processes in signal detection theory and psychophysics and describes how these processes affect decision-making.
Journal ArticleDOI
A spreading-activation theory of semantic processing
TL;DR: The present paper shows how the extended theory can account for results of several production experiments by Loftus, Juola and Atkinson's multiple-category experiment, Conrad's sentence-verification experiments, and several categorization experiments on the effect of semantic relatedness and typicality by Holyoak and Glass, Rips, Shoben, and Smith, and Rosch.
Book
The Architecture of Cognition
TL;DR: Adaptive Control of Thought (ACT*) as mentioned in this paper is a theory of the basic principles of operation built into the cognitive system and is the main focus of Anderson's theory of cognitive architecture.
Journal ArticleDOI
Protocol Analysis: Verbal Reports as Data.
TL;DR: This article reviewed major advances in verbal reports over the past decade, including new evidence on how giving verbal reports affects subjects' cognitive processes, and on the validity and completeness of such reports.
Book
Protocol Analysis: Verbal Reports as Data
TL;DR: In this article, the authors reviewed major advances in verbal reports over the past decade, including new evidence on how giving verbal reports affects subjects' cognitive processes, and on the validity and completeness of such reports.