July 16, 2017

Download Artificial Intelligence in Education: Supporting Learning by C.-K. Looi, G. McCalla, B. Bredeweg, J. Breuker PDF

By C.-K. Looi, G. McCalla, B. Bredeweg, J. Breuker

The sphere of synthetic Intelligence in schooling has endured to increase and now contains learn and researchers from many components of know-how and social technology. This research opens possibilities for the cross-fertilization of knowledge and concepts from researchers within the many fields that make up this interdisciplinary learn region, together with man made intelligence, different parts of desktop technology, cognitive technological know-how, schooling, studying sciences, academic know-how, psychology, philosophy, sociology, anthropology, linguistics, and the numerous domain-specific components for which synthetic Intelligence in schooling structures were designed and outfitted. An particular target is to entice these researchers who percentage the point of view that real growth in studying know-how calls for either deep perception into expertise and likewise deep perception into rookies, studying, and the context of studying. The subject displays this easy duality.

Show description

Read Online or Download Artificial Intelligence in Education: Supporting Learning through Intelligent and Socially Informed Technology PDF

Best intelligence & semantics books

Handbook Of Research On Machine Learning Applications and Trends: Algorithms, Methods and Techniques (2 Volumes)

The computer studying strategy offers a useful gizmo while the volume of knowledge is massive and a version isn't really to be had to provide an explanation for the new release and relation of the information set. The guide of study on computing device studying purposes and traits: Algorithms, tools, and methods presents a suite of useful functions for fixing difficulties and utilising numerous innovations in computerized facts extraction and environment.

Equilibrium Capillary Surfaces

Capillarity phenomena are all approximately us; someone who has noticeable a drop of dew on a plant leaf or the spray from a waterfall has saw them. except their usually remarked poetic traits, phenomena of this kind are so widely used as to flee distinct detect. during this experience the increase of liquid in a slender tube is a extra dramatic occasion that calls for and at the beginning defied clarification; recorded observations of this and related take place­ rences should be traced again to occasions of antiquity, and for loss of expla­ country got here to be defined by way of phrases deriving from the Latin note "capillus", that means hair.

An Information-Theoretic Approach to Neural Computing

Neural networks supply a strong new know-how to version and regulate nonlinear and complicated structures. during this booklet, the authors current an in depth formula of neural networks from the information-theoretic point of view. They exhibit how this angle offers new insights into the layout concept of neural networks.

Managing Complexity: Practical Considerations in the Development and Application of ABMs to Contemporary Policy Challenges

This e-book emerged out of a venture initiated and funded by way of the safety complex examine tasks organisation (DARPA) that sought to construct on efforts to remodel agent-based types into structures for predicting and comparing coverage responses to actual global demanding situations world wide. it all started with the commentary that social technological know-how theories of human habit are frequently used to estimate the results of different coverage responses to big matters and demanding situations.

Additional info for Artificial Intelligence in Education: Supporting Learning through Intelligent and Socially Informed Technology

Sample text

The REDEEM authoring tool allows teachers to create adapted learning environments for their students from existing material. Previous evaluations have shown that under experimental conditions REDEEM can significantly improve learning. The goals of this study were twofold: to explore if REDEEM could improve students’ learning in real world situations and to examine if learners can share in the authoring decisions. REDEEM was used to create 10 courses from existing lectures that taught undergraduate statistics.

AI techniques can be used to make scaffolds more adaptive to the learner or to developments in the learning process. details will follow. -K. Looi et al. ) IOS Press, 2005 © 2005 The authors. All rights reserved. 5 Constraint-based tutors: a success story Tanja Mitrovic University of Christchurch New Zealand Abstract Constraint-based modelling (CBM) was proposed in 1992 as a way of overcoming the intractable nature of student modelling. Originally, Ohlsson viewed CBM as an approach to developing short-term student models.

Four default teaching strategies were created (Table 1) based upon ones teachers had authored in previous studies [11]. In addition, four optional strategies were devised that provided contrasting experiences such as using it in ‘exam style’ or in ‘pre-test’ mode (test me after the course, before section or course). Table 1. Teaching Strategies Name Default Description Simple Introduction Guided Practice NCL Guided Discovery Free Discovery Just Browsing Test me after the course Test me before each section Test me before the course CL No student control of material or questions; easy/medium questions (max one per page), 2 attempts per question, help available.

Download PDF sample

Rated 4.26 of 5 – based on 35 votes