عنوان

Artificial intelligence accelerates human learning :

(Number (ISBN

9789811361753

(Number (ISBN

9811361754

Erroneous ISBN

9789811361746

Erroneous ISBN

9789811361760

Erroneous ISBN

9789811361777

Erroneous ISBN

9811361746

Erroneous ISBN

9811361762

Erroneous ISBN

9811361770

Title Proper

Artificial intelligence accelerates human learning :

General Material Designation

[Book]

Other Title Information

discussion data analytics /

First Statement of Responsibility

Katashi Nagao.

Place of Publication, Distribution, etc.

Singapore :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2019]

Specific Material Designation and Extent of Item

1 online resource

Text of Note

Includes bibliographical references.

Text of Note

Artificial Intelligence in Education -- Discussion Data Analytics -- Creative Meeting Support -- Discussion Skills Evaluation and Training -- Smart Learning Environments -- Symbiosis between Humans and Artificial Intelligence.

0

Text of Note

Focusing on students' presentations and discussions in laboratory seminars, this book presents case studies on evidence-based education using artificial intelligence (AI) technologies. It proposes a system to help users complete research activities, and a machine-learning method that makes the system suitable for long-term operation by performing data mining for discussions and automatically extracting essential tasks. By illustrating the complete process - proposal, implementation, and operation - of applying machine learning techniques to real-world situations, the book will inspire researchers and professionals to develop innovative new applications for education. The book is divided into six chapters, the first of which provides an overview of AI research and practice in education. In turn, Chapter 2 describes a mechanism for applying data analytics to student discussions and utilizing the results for knowledge creation activities such as research. Based on discussion data analytics, Chapter 3 describes a creative activity support system that effectively utilizes the analytical results of the discussion for subsequent activities. Chapter 4 discusses the incorporation of a gamification method to evaluate and improve discussion skills while maintaining the motivation to participate in the discussion. Chapters 5 and 6 describe an advanced learning environment for honing students' discussion and presentation skills. Two important systems proposed here are a presentation training system using virtual reality technologies, and an interactive presentation/discussion training system using a humanoid robot. In the former, the virtual space is constructed by measuring the three-dimensional shape of the actual auditorium, presentations are performed in the same way as in the real world, and the AI as audience automatically evaluates the presentation and provides feedback. In the latter, a humanoid robot makes some remarks on and asks questions about students' presentations, and the students practice responding to it.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9789811361753

Title

Artificial Intelligence Accelerates Human Learning.

International Standard Book Number

9789811361746

Artificial intelligence.

Learning.

Artificial intelligence.

COMPUTERS-- General.

Learning.

COM-- 000000

JNV

JNV

Number

Edition

Class number

Nagao, Katashi

Date of Transaction

20200823233530.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y