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Automatic reflective writing analysis based on semantic concepts

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Alrashidi, Huda and Joy, Mike (2018) Automatic reflective writing analysis based on semantic concepts. In: 11th IADIS International Conference on Information Systems 2018, Lisbon, Portugal , 14-16 Apr 2018. Published in: Proceedings of the International Association for Development of the Information Society (IADIS) International Conference on eSociety pp. 383-385. ISBN 9789898533753.

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Abstract

This study proposes a semantic - based approach for reflective writing analysis to overcome the limitations of existing shallow processing approaches. Semantic analysis examines the meaning of linguistic input that depends mainly on transferring words, phrases and sentences into concepts in knowledge sources, such as WordNet - Affect, and analysing the relationships of mapped concepts in the underlying knowledge sources. The proposed reflective writing analysis approach focuses on the efficiency of using affectional and emotional concepts identified in WordNet - Affect to classify text into reflective or non - reflective.

Item Type: Conference Item (Paper)
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Divisions: Faculty of Science > Computer Science
Library of Congress Subject Headings (LCSH): Semantic computing, WordNet-Affect
Journal or Publication Title: Proceedings of the International Association for Development of the Information Society (IADIS) International Conference on eSociety
Publisher: International Association for the Development of the Information Society
ISBN: 9789898533753
Official Date: 1 April 2018
Dates:
DateEvent
1 April 2018Accepted
Page Range: pp. 383-385
Status: Peer Reviewed
Publication Status: Published
Access rights to Published version: Restricted or Subscription Access
Conference Paper Type: Paper
Title of Event: 11th IADIS International Conference on Information Systems 2018
Type of Event: Conference
Location of Event: Lisbon, Portugal
Date(s) of Event: 14-16 Apr 2018
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