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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: 16th International conference e-Society 2018, Lisbon, Portugal , 14 -16 Apr 2018 . Published in: e-Society conference 2018 ISBN 9789898533753.
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WRAP-Automatic-reflective-writing-semantic-concepts-Joy-2019.pdf - Accepted Version - Requires a PDF viewer. Download (989Kb) | Preview |
Abstract
This study proposes a semantic-based approach for reflective writing analysis to overcome the limitations of existing shallow processing approaches. The 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 know ledge 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, Engineering and Medicine > Science > Computer Science | ||||
| Library of Congress Subject Headings (LCSH): | Semantic computing | ||||
| Journal or Publication Title: | e-Society conference 2018 | ||||
| Publisher: | IADIS Press | ||||
| ISBN: | 9789898533753 | ||||
| Official Date: | 15 January 2018 | ||||
| Dates: |
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| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access | ||||
| Date of first compliant deposit: | 28 January 2019 | ||||
| Date of first compliant Open Access: | 28 January 2019 | ||||
| Conference Paper Type: | Paper | ||||
| Title of Event: | 16th International conference e-Society 2018 | ||||
| Type of Event: | Conference | ||||
| Location of Event: | Lisbon, Portugal | ||||
| Date(s) of Event: | 14 -16 Apr 2018 | ||||
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