Evaluating Teachers’ Performance through Aspect-Based Sentiment Analysis

QR Code

Evaluating Teachers’ Performance through Aspect-Based Sentiment Analysis

This research demonstrates a novel approach for evaluating teacher performance by conducting aspect-based sentiment analysis (ABSA) on student feedback. A large dataset of over 2 million student comments about teachers is analyzed using cutting-edge natural language processing and customized deep le...

Full description

Bibliographic Details
Main Authors:	Bhowmik, Abhijit, Noorhuzaimi, Mohd Noor, Mazid-Ul-Haque, Md., Miah, Md Saef Ullah, Karmaker, Debajyoti
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE 2024
Subjects:	QA75 Electronic computers. Computer science T Technology (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/41745/ http://umpir.ump.edu.my/id/eprint/41745/1/Evaluating_Teachers_Performance_through_Aspect-Based_Sentiment_Analysis%20-%20Intro.pdf http://umpir.ump.edu.my/id/eprint/41745/2/Evaluating_Teachers_Performance_through_Aspect-Based_Sentiment_Analysis.pdf

Similar Items

A comprehensive dataset for aspect-based sentiment analysis in evaluating teacher performance
by: Bhowmik, Abhijit, et al.
Published: (2023)

Aspect-based Sentiment Analysis Model for Evaluating Teachers' Performance from Students' Feedback
by: Bhowmik, Abhijit, et al.
Published: (2023)

Aspect-based sentiment analysis model for evaluating teachers’ performance from students’ feedback
by: Bhowmik, Abhijit, et al.
Published: (2023)

An adaptive medical cyber-physical system for post diagnosis patient care using cloud computing and machine learning approach
by: Miah, Md Saef Ullah, et al.
Published: (2022)

Evaluating keyphrase extraction algorithms for finding similar news articles using lexical similarity calculation and semantic relatedness measurement by word embedding
by: Sarwar, Talha, et al.
Published: (2022)

A material named entity recognition model using domain embedded bi-lstm and hybrid cosine with wordvector similarity approach
by: Miah, Md Saef Ullah
Published: (2024)

A medical cyber-physical system utilizing the bayes algorithm for post-diagnosis patient supervision
by: Mizanur, Rahman, et al.
Published: (2024)

Awareness to Deepfake: A resistance mechanism to Deepfake
by: Ahmed, Mohammad Faisal Bin, et al.
Published: (2021)

Multi Criteria Decision Making Approach For Product Aspect Extraction And Ranking In Aspect-Based Sentiment Analysis
by: Alrababah, Saif Addeen Ahmad Ali
Published: (2018)

Material named entity recognition (MNER) for knowledge-driven materials using deep learning approach
by: Miah, Md Saef Ullah, et al.
Published: (2023)

Improving explicit aspects extraction in sentiment analysis using optimized ruleset / Mohammad Ahmad Jomah Tubishat
by: Mohammad Ahmad, Jomah Tubishat
Published: (2019)

Application of machine learning algorithms to predict the thyroid disease risk: an experimental comparative study
by: Islam, Saima Sharleen, et al.
Published: (2022)

Multimodal Sentiment Analysis Of Social Media Through Deep Learning Approach
by: An, Jieyu
Published: (2024)

Medical Named Entity Recognition (MedNER): Deep learning model for recognizing medical entities (drug, disease) from scientific texts
by: Miah, Md Saef Ullah, et al.
Published: (2023)

Customer sentiment analysis through social media feedback: A case study on telecommunication company
by: Mat Zain, Siti Nur Syamimi, et al.
Published: (2022)

Topic based sentiment analysis on twitter
by: Quah, Soong Ying
Published: (2014)

Understanding COVID-19 halal vaccination discourse on facebook and twitter using aspect-based sentiment analysis and text emotion analysis
by: Feizollah, Ali, et al.
Published: (2022)

Sentiment Analysis on Natural Skincare Products
by: Fadly, ., et al.
Published: (2022)

A review on recent advances in deep learning for sentiment analysis: Performances, challenges and limitations
by: Islam, Md Shofiqul, et al.
Published: (2020)

Comparison of document similarity algorithms in extracting document keywords from an academic paper
by: Miah, M. Saef Ullah, et al.
Published: (2021)

Performance comparison of HTTP/2 for common e-commerce web frameworks with traditional HTTP
by: Md Siduzzaman, ., et al.
Published: (2020)

Hidden sentiment behind letter repetition in online reviews
by: Pak, Irina *, et al.
Published: (2018)

Sentiment Analytics for Monitoring and Analyzing Fan Page Posts
by: Harprith Kaur*, Randhawa, et al.
Published: (2020)

Aspect-based sentiment analysis methods in recent years
by: Madhoushi, Zohreh, et al.
Published: (2019)

An automated materials and processes identification tool for material informatics using deep learning approach
by: Miah, M. Saef Ullah, et al.
Published: (2023)

Movie Recommendation System Based on Sentiment Analysis on Movie Reviews
by: Astried, ., et al.
Published: (2022)

Sentiment Analysis on Users' Satisfaction for Mobile Banking Apps in Malaysia
by: Misinem, ., et al.
Published: (2022)

Transfer learning for sentiment analysis using bert based supervised fine-tuning
by: Prottasha, Nusrat Jahan, et al.
Published: (2022)

Analyzing qualitative feedback using sentiment analysis / Muhammad Mazuan Mahmood
by: Mahmood, Muhammad Mazuan
Published: (2017)

Aspect-based sentiment analysis as fine-grained opinion mining
by: Diaz, Gerardo Ocampo, et al.
Published: (2020)

Sentiment Analysis in Arabic Social Media Using Association Rule Mining
by: Ahmed, AL-Saffar, et al.
Published: (2016)

A behavioral trust model for internet of healthcare things using an improved FP-growth algorithm and Naïve Bayes classifier
by: Azad, Saiful, et al.
Published: (2021)

Topic Modeling in Sentiment Analysis: A Systematic Review
by: Toqir A., Rana, et al.
Published: (2016)

K-Nearest Neighbors Analysis for Public Sentiment towards Implementation of Booster Vaccines in Indonesia
by: As’ad, Ihwana, et al.
Published: (2023)

Aspect extraction performance with POS tag pattern of dependency relation in aspect-based sentiment analysis
by: Shafie, Ana Salwa, et al.
Published: (2018)

Sentiment Analysis of Hotel Service System
by: Kwang, Chyun Yaw
Published: (2015)

Comparison of document similarity algorithms in extracting document keywords from an academic paper
by: Miah, M. Saef Ullah, et al.
Published: (2021)

Analysis of Sentiment Based on Opinions from the 2019 Presidential Election
by: Nurul Adha Oktarini, Saputri, et al.
Published: (2024)

Impact of COVID-19 Lockdowns on air quality in Bangladesh : Analysis and AQI forecasting with support vector regression
by: Hossain, Mohammed Tahmid, et al.
Published: (2023)

Customer intent prediction using sentiment analysis techniques
by: Lye, Say Hong *, et al.
Published: (2021)