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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: |
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| 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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