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Text mining in education
The explosive growth of online education environments is generating a massive volume of
data, specially in text format from forums, chats, social networks, assessments, essays …
data, specially in text format from forums, chats, social networks, assessments, essays …
The eras and trends of automatic short answer grading
Automatic short answer grading (ASAG) is the task of assessing short natural language
responses to objective questions using computational methods. The active research in this …
responses to objective questions using computational methods. The active research in this …
Subjective answers evaluation using machine learning and natural language processing
Subjective paper evaluation is a tricky and tiresome task to do by manual labor. Insufficient
understanding and acceptance of data are crucial challenges while analyzing subjective …
understanding and acceptance of data are crucial challenges while analyzing subjective …
Coding energy knowledge in constructed responses with explainable NLP models
Background Formative assessments are needed to enable monitoring how student
knowledge develops throughout a unit. Constructed response items which require learners …
knowledge develops throughout a unit. Constructed response items which require learners …
Automated analysis of exam questions according to Bloom's taxonomy
Bloom's Taxonomy is a classification of learning objectives within education that educators
set for students. The cognitive domain within this taxonomy is designed to verify a student's …
set for students. The cognitive domain within this taxonomy is designed to verify a student's …
Can we use GPT-4 as a mathematics evaluator in education?: Exploring the efficacy and limitation of LLM-based automatic assessment system for open-ended …
This paper explores the potential of Large Language Models (LLMs), specifically GPT-4, to
enhance the precision and effectiveness of Automated Assessment Systems (AAS) for open …
enhance the precision and effectiveness of Automated Assessment Systems (AAS) for open …
[PDF][PDF] WordNet and cosine similarity based classifier of exam questions using bloom's taxonomy
Assessment usually plays an indispensable role in the education and it is the prime indicator
of student learning achievement. Exam questions are the main form of assessment used in …
of student learning achievement. Exam questions are the main form of assessment used in …
An automatic classifier for exam questions in Engineering: A process for Bloom's taxonomy
Assessment is an essential activity to achieve the objective of the course being taught and to
improve the teaching and learning process. There are several educational taxonomies that …
improve the teaching and learning process. There are several educational taxonomies that …
A rule-based approach in Bloom's Taxonomy question classification through natural language processing
This paper describes a rule-based approach to analyze and classify written examination
questions through natural language processing for computer programming subjects. In …
questions through natural language processing for computer programming subjects. In …
Automated essay evaluation based on fusion of fuzzy ontology and latent semantic analysis
New learning researches proved that creativity is an essential concern in the arena of
education. The best means to evaluate learning outcomes and students' creativity is essay …
education. The best means to evaluate learning outcomes and students' creativity is essay …