The Resource Artificial Intelligence Accelerates Human Learning : Discussion Data Analytics, by Katashi Nagao, (electronic resource)

Artificial Intelligence Accelerates Human Learning : Discussion Data Analytics, by Katashi Nagao, (electronic resource)

Label
Artificial Intelligence Accelerates Human Learning : Discussion Data Analytics
Title
Artificial Intelligence Accelerates Human Learning
Title remainder
Discussion Data Analytics
Statement of responsibility
by Katashi Nagao
Creator
Contributor
Author
Author
Provider
Subject
Language
eng
Summary
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
http://library.link/vocab/creatorName
Nagao, Katashi
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
I612Lt_2mf4
Image bit depth
0
LC call number
LB1028.43-1028.75
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
http://library.link/vocab/subjectName
  • Education
  • Data mining
  • Engineering
  • Computers and Education
  • Data Mining and Knowledge Discovery
  • Computational Intelligence
Label
Artificial Intelligence Accelerates Human Learning : Discussion Data Analytics, by Katashi Nagao, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. Artificial Intelligence in Education -- 2. Discussion Data Analytics -- 3. Creative Meeting Support -- 4. Discussion Skills Evaluation and Training -- 5. Smart Learning Environments -- 6. Human-AI Symbiosis
Dimensions
unknown
Extent
XI, 151 p. 90 illus., 76 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9789811361753
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-13-6175-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-981-13-6175-3
Label
Artificial Intelligence Accelerates Human Learning : Discussion Data Analytics, by Katashi Nagao, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. Artificial Intelligence in Education -- 2. Discussion Data Analytics -- 3. Creative Meeting Support -- 4. Discussion Skills Evaluation and Training -- 5. Smart Learning Environments -- 6. Human-AI Symbiosis
Dimensions
unknown
Extent
XI, 151 p. 90 illus., 76 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9789811361753
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-13-6175-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-981-13-6175-3

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