Automatic reflective writing analysis based on semantic concepts

Autor: Alrashidi, Huda, Joy, Mike
Jazyk: angličtina
Předmět:
Popis: 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.
Databáze: OpenAIRE