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Recognition of learning-centered emotions using a convolutional neural network

Recognition of learning-centered emotions using a convolutional neural network

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2043681368

Recognition of learning-centered emotions using a convolutional neural network

About this item

Full title

Recognition of learning-centered emotions using a convolutional neural network

Publisher

Amsterdam: IOS Press BV

Journal title

Journal of intelligent & fuzzy systems, 2018-01, Vol.34 (5), p.3325-3336

Language

English

Formats

Publication information

Publisher

Amsterdam: IOS Press BV

More information

Scope and Contents

Contents

This work presents the application of a convolutional neural network (CNN) used to identify emotions through taken images to students, which are learning Java language with an Intelligent Learning Environment. The CNN contains three convolutional layers, three max-pooling layers, and three neural networks with intermediate dropout connections. The...

Alternative Titles

Full title

Recognition of learning-centered emotions using a convolutional neural network

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2043681368

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2043681368

Other Identifiers

ISSN

1064-1246

E-ISSN

1875-8967

DOI

10.3233/JIFS-169514

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