DOMAIN SPECIFIC AUTOMATED ESSAY SCORING USING CLOUD BASED NLP API

George Pashev, Silvia Gaftandzhieva, Yuri Hopteriev
2021 International journal of computer science and mobile computing  
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
more » ... ional Linguistics for informatics students at the University of Plovdiv "Paisii Hilendarski".
doi:10.47760/ijcsmc.2021.v10i10.006 fatcat:czlijofpcnhtjj67bqxj3efidu