The Multimodal Learning Analytics Handbook - Image 1

£69.92

Springer The Multimodal Learning Analytics Handbook

Name: The Multimodal Learning Analytics Handbook
Brand: Springer
Price: 69.92 GBP
Availability: InStock

Reference

It has never been this cheap. We have no record of a lower price.

£70 today · cheaper than every other day in the last 3 months

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey

↓ Forecast
where the price is heading next

↓ Statistics
all-time high & low, recent range

↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 89 days · 23 data points

Historical

Generating forecast…

Price Distribution

Price distribution over 89 days • 2 price levels

Days at Price

Current Price

Price Analysis

Most common price: £131 (20 days, 87.0%)

Price range: £70 - £131

Price levels: 2 different prices over 23 days

Description

This handbook is the first book ever covering the area of Multimodal Learning Analytics (MMLA). The field of MMLA is an emerging domain of Learning Analytics and plays an important role in expanding the Learning Analytics goal of understanding and improving learning in all the different environments where it occurs. The challenge for research and practice in this field is how to develop theories about the analysis of human behaviors during diverse learning processes and to create useful tools that could augment the capabilities of learners and instructors in a way that is ethical and sustainable. Behind this area, the CrossMMLA research community exchanges ideas on how we can analyze evidence from multimodal and multisystem data and how we can extract meaning from this increasingly fluid and complex data coming from different kinds of transformative learning situations and how to best feed back the results of these analyses to achieve positive transformative actions on those learning processes. This handbook also describes how MMLA uses the advances in machine learning and affordable sensor technologies to act as a virtual observer/analyst of learning activities. The book describes how this “virtual nature” allows MMLA to provide new insights into learning processes that happen across multiple contexts between stakeholders, devices and resources. Using such technologies in combination with machine learning, Learning Analytics researchers can now perform text, speech, handwriting, sketches, gesture, affective, or eye-gaze analysis, improve the accuracy of their predictions and learned models and provide automated feedback to enable learner self-reflection. However, with this increased complexity in data, new challenges also arise. Conducting the data gathering, pre-processing, analysis, annotation and sense-making, in a way that is meaningful for learning scientists and other stakeholders (e.g., students or teachers), still pose challenges in this emergent field. This handbook aims to serve as a unique resource for state of the art methods and processes. Chapter 11 of this book is available open access under a CC BY 4.0 license at link.springer.com.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 3031080785
Category: Books > Subjects > Reference
Domain: Amazon UK
Release Date: 10 October 2023
Listed Since: 13 September 2023

Barcode

No barcode data available

Springer The Multimodal Learning Analytics Handbook

It has never been this cheap. We have no record of a lower price.

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

The Multimodal Learning Analytics Handbook

Learning Analytics in Education

Advanced Intelligent Systems for Sustainable Development (AI2SD’2019): Volume 1 - Advanced Intelligent Systems for Education and Intelligent Learning ... in Intelligent Systems and Computing)

Springer BICA*AI 2020 - Brain-Inspired Cognitive Architectures

Springer Technology-Augmented Perception and Cognition Book

Technology-Augmented Perception and Cognition (Human–Computer Interaction Series)

Learning Analytics: Fundaments, Applications, and Trends: A View of the Current State of the Art to Enhance e-Learning: 94 (Studies in Systems, Decision and Control, 94)

AI-Assisted Special Education for Students With Exceptional Needs (Premier Reference Source: Advances in Educational Technologies and Instructional Design)

Machine Learning for Audio, Image and Video Analysis: Theory and Applications (Advanced Information and Knowledge Processing)

Artificial Intelligence in Education Technologies: New Development and Innovative Practices: Proceedings of 2022 3rd International Conference on ... and Communications Technologies, 154)

Applied Affective Computing (ACM Books Collection II)

Knowledge-Based Virtual Education: User-Centred Paradigms: 178 (Studies in Fuzziness and Soft Computing, 178)

New Directions in Intelligent Interactive Multimedia Systems and Services - 2: 226 (Studies in Computational Intelligence, 226)

Learning Science: Theory, Research, and Practice (BUSINESS BOOKS)

Human Movements in Human-Computer Interaction (HCI): 996 (Studies in Computational Intelligence, 996)

Handbook of Research on AI and ML for Intelligent Machines and Systems

Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough: Latest Trends in AI, Volume 2: 956 (Studies in Computational Intelligence, 956)

Biologically Inspired Cognitive Architectures 2021: Proceedings of the 12th Annual Meeting of the BICA Society: 1032 (Studies in Computational Intelligence, 1032)

International Conference of the Learning Sciences: Facing the Challenges of Complex Real-world Settings

Information Systems and Technologies to Support Learning: Proceedings of EMENA-ISTL 2018: 111 (Smart Innovation, Systems and Technologies, 111)

New Directions in Intelligent Interactive Multimedia: 142 (Studies in Computational Intelligence, 142)

Advances in Neuroergonomics and Cognitive Engineering: Proceedings of the AHFE 2020 Virtual Conferences on Neuroergonomics and Cognitive Engineering, ... in Intelligent Systems and Computing, 1201)

Robot Intelligence Technology and Applications 5: Results from the 5th International Conference on Robot Intelligence Technology and Applications: 751 ... in Intelligent Systems and Computing, 751)

Brain–Computer Interfaces Handbook: Technological and Theoretical Advances