Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

The Multimodal Learning Analytics Handbook

The Multimodal Learning Analytics Handbook

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031080753
Condition
New
Product 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.

Available Colors
Available Sizes
1 Offer Price Range: $149.00 - $149.00
BEST PRICE

Single Product Purchase

$149.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$149.00 $149.00

$149.00
See Site In stock Visit Store

Similar Products

Comprehensive Treatise of Electrochemistry

$109.99

Complexity Management in Fuzzy Systems

$109.99

Optimal Control

$39.99

Tetrobot

$169.99

Cell Cycle Synchronization

$169.99

Narratives from Beyond the UK Reggae Bassline

$139.99

Recent Advances in Mechanical Engineering, Volume 2

$249.99

Current Status of Marine Water Microbiology

$279.99

Genetic Resources of Neotropical Fishes

$169.99

Varieties of Groups

$39.99

Generation of Cosmological Large-Scale Structure

$39.99

Untersuchung ber das Gleichgewicht der Komponenten Organische Lsungsmittel-Reinigungsverstrker-Wa

$54.99

Logic-Based Program Synthesis and Transformation

$54.99

Evanescent Waves in Optics

$159.99

Feminism and Avant-Garde Aesthetics in the Levantine Novel

$54.99

Contrived Laissez-Faireism

$109.99

Values, Technology and Work

$39.99

Protocols in Molecular Parasitology

$149.00

Topics in Functional Analysis

$29.99

Jerusalem and Its Role in Islamic Solidarity

$54.99

Basal Implantology

$129.00

Seventy Years of Exploration in Oceanography

$159.99

Electromagnetic Modelling and Measurements for Analysis and Synthesis Problems

$84.99

Invariance Principles and the Structure of Technology

$54.99

Rising Stars

$89.00

Molecular Mechanisms of Phagocytosis

$169.99

Population Dynamics in the Mediterranean

$37.99

Applied Parallel and Scientific Computing

$54.99

PostgreSQL Query Optimization

$49.99

Optical Binding Phenomena: Observations and Mechanisms

$39.99

Das TV-Format als Media Brand

$69.99

Spinoza and the Sciences

$129.00

She'll Be Coming Up the Mountain

$5.21

A Genealogy of Self-Interest in Economics

$129.99

A Toon Book: Silly Lilly in What Will I Be Today?

$5.21

Unternehmensnetzwerke

$39.99

Computer-gesttzte Finanzplanung

$44.99

Ideology and Soviet Politics

$54.99

Classic Goosebumps: The Werewolf of Fever Swamp (#11)

$5.99

Demography for Planning and Policy: Australian Case Studies

$39.99