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DOMAIN SPECIFIC AUTOMATED ESSAY SCORING USING CLOUD BASED NLP API

Journal: International Journal of Computer Science and Mobile Computing - IJCSMC (Vol.10, No. 10)

Publication Date:

Authors : ; ; ;

Page : 33-39

Keywords : automated scoring; framework; Computational Linguistics; students;

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Abstract

The paper presents a methodology and an application framework (PUAnalyzeThis) that makes use of MeaningCloud API to automatically extract entities, concepts, relations, etc. and calculate scores and grades based on their relevance to a preliminary created topics graph. These topic graphs are either to be created by the teacher or automatically generated by scanning a certain amount of sample texts in the subject area. A prototype has been developed and tested with essays in the field of Computational Linguistics for informatics students at the University of Plovdiv “Paisii Hilendarski”.

Last modified: 2021-10-22 18:13:57