By Konstantina Chrysafiadi, Maria Virvou
This e-book goals to supply vital information regarding adaptivity in computer-based and/or web-based academic platforms. with the intention to make the coed modeling technique transparent, a literature overview referring to pupil modeling options and methods up to now decade is gifted in a unique bankruptcy. a singular scholar modeling process together with fuzzy common sense innovations is gifted. Fuzzy common sense is used to immediately version the training or forgetting strategy of a scholar. The provided novel pupil version is chargeable for monitoring cognitive kingdom transitions of rookies with appreciate to their development or non-progress. It maximizes the effectiveness of studying and contributes, considerably, to the difference of the training method to the training velocity of every person learner. for this reason the publication offers vital info to researchers, educators and software program builders of computer-based academic software program starting from e-learning and cellular studying structures to academic video games together with stand on my own academic purposes and clever tutoring systems.
Read Online or Download Advances in Personalized Web-Based Education PDF
Best intelligence & semantics books
Meant for machine technology scholars, this textbook explains present efforts to take advantage of algorithms, heuristics, and methodologies in keeping with the ways that the human mind solves difficulties within the fields of laptop studying, multi-agent platforms, machine imaginative and prescient, making plans, and enjoying video games. It covers neighborhood seek tools, propositional and predicate good judgment, principles and professional structures, neural networks, Bayesian trust networks, genetic algorithms, fuzzy common sense, and clever brokers.
An in-depth exam of the leading edge of biometrics This booklet fills a niche within the literature via detailing the new advances and rising theories, equipment, and purposes of biometric structures in various infrastructures. Edited by way of a panel of specialists, it presents entire assurance of: Multilinear discriminant research for biometric sign attractiveness Biometric id authentication concepts in keeping with neural networks Multimodal biometrics and layout of classifiers for biometric fusion characteristic choice and facial getting older modeling for face attractiveness Geometrical and statistical types for video-based face authentication Near-infrared and 3D face attractiveness acceptance in keeping with fingerprints and 3D hand geometry Iris attractiveness and ECG-based biometrics on-line signature-based authentication id in keeping with gait info idea ways to biometrics Biologically encouraged equipment and biometric encryption Biometrics in accordance with electroencephalography and event-related potentials Biometrics: idea, equipment, and purposes is an imperative source for researchers, defense specialists, policymakers, engineers, and graduate scholars.
The facility of computer-generated photographs is in all places. special effects has pervaded our lives to such an quantity that typically we don’t even notice that a picture we're observing is man made. entire, obtainable and interesting, the pc portraits handbook provides a vast evaluation of special effects, its heritage and its pioneers, and the instruments it employs.
Metadata examine has emerged as a self-discipline cross-cutting many domain names, desirous about the supply of allotted descriptions (often known as annotations) to net assets or purposes. Such linked descriptions are meant to function a origin for complex prone in lots of program components, together with seek and site, personalization, federation of repositories and automatic supply of knowledge.
- Computational Intelligence in Archaeology
- Neural Networks Computational Models and Applications
- Tractable Models of Solid Mechanics: Formulation, Analysis and Interpretation
- Application of Evolutionary Algorithms for Multi-objective Optimization in VLSI and Embedded Systems
Extra info for Advances in Personalized Web-Based Education
Chrysafiadi and Virvou (2012) have showed that the integration of fuzzy logic into the student model of an ITS can increase learners’ satisfaction and performance, improve the system’s adaptivity and help the system to make more valid and reliable decisions. Consequently, fuzzy logic techniques are able to analyze the students’ knowledge level, needs and behavior and to make the right decision about the instructional model that has to be applied for each individual learner. The issue of fuzzy logic and how it can be used in student modeling are presented in the remainder of this chapter.
However, other emotions, like boredom, tiredness and distraction, have negative effect on the learning process and lead students to an off-task behavior (Rodrigo et al. 2007), which are associated, usually, with deep motivational problems (Baker 2007). Off-task behavior means that students’ attention becomes lost and they engage in activities that have anything to do with the learning process and aim (Cetintas et al. 2010), like surfing the web, devoting time to off-topic readings, talking with order students without any learning aims (Baker et al.
Metacognitive features allow the students to participate more actively to her/his own learning processes. Thereby, adaptive and/or personalized tutoring systems must consider students’ meta-cognitive skills. Although the field of meta-cognitive students’ features is a new field of research, a number of attempts to model the meta-cognitive feature of students have been made. Conati et al. (2002) have tried to monitor and encourage selfexplanation of students that learn Newtonian physics using Bayesian networks.
Advances in Personalized Web-Based Education by Konstantina Chrysafiadi, Maria Virvou