Mining opinions from instructor evaluation reviews: a deep learning approach
Onan, Aytuğ·2020·Computer Applications in Engineering Education
Cited by (270)
Items 201–270 of 270
- Using a process simulator to enhance the learning of heat exchanger design in fourth-semester chemical engineering studentsCristian J. Calderón, Dumar Andrés Camacho Luengas, Juan Manuel Reyna-González · 2025 · Education for Chemical Engineers
- Tucker's congruence regressive feature projected Tversky discriminant multiple instance learning boost data classification for school student dropout predictionRajagopal Chinnasamy, Thangavel Balasubramanian · 2022 · Concurrency and Computation Practice and Experience
- Practical Skills of Business English Correspondence Writing Based on Data Mining AlgorithmDanqing Liu, Hadina Habil · 2022 · Scientific Programming
- ACME: automated classification model for E-learning feedbackSoomaiya Hamid, Narmeen Zakaria Bawany · 2023 · Interactive Learning Environments
- Aspect and Sentiment Classification Mechanisms of Student After-Class Self-Evaluated Comments: Investigation on Nonsense Data, Feature Extraction, and Classification ModelsChih‐Yueh Chou, Tzu-Yi Chuang · 2023 · IEEE International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB)
- Accident event detection from Facebook posts written in Bengali and Banglish languagesMotahara Sabah Mredula, Md. Sazzadur Rahman, A. S. M. Sanwar Hosen · 2023 · International Journal of Communication Systems
- Advancing Gene Expression Data Analysis: an Innovative Multi-objective Optimization Algorithm for Simultaneous Feature Selection and ClusteringPooja Gupta, Abhay Kumar Alok, Vineet Sharma · 2024 · Brazilian Archives of Biology and Technology
- Student Opinion Mining About Instructor Using Optimized Ensemble Machine Learning Model and Feature FusionRavinder Ahuja, Sachin Sharma · 2024 · SN Computer Science
- Uncertainty Avoidance, Perceptions of Emergency Remote Education, and University Commitment: A Cross-Country AnalysisDana K. Donohue, Juan Bornman, Randall E. Osborne, Viktoria Tidikis, Muhammad Ayub Buzdar, Marien Alet Graham · 2024 · The Journal of Continuing Higher Education
- Exploring students’ emotions towards programming: Analysing sentiments using concurrent conversion mixed methodsNilüfer Atman Uslu, Aytuğ Onan · 2025 · Education and Information Technologies
- Sentiment Analysis for Software Engineering Domain in TurkishMansur Alp Toçoğlu · 2020 · Sakarya University Journal of Computer and Information Sciences
- [Retracted] A Deep Learning‐Based TE Method for MSs’ Mental Health AnalysisRanxin Tao · 2022 · Journal of Environmental and Public Health · Retracted
- [Retracted] Matching Subsequence Music Retrieval in a Software Integration EnvironmentZhencong Li, Yao Qin, Wanzhi Ma · 2021 · Complexity · Retracted
- Prediction of ITK inhibitor kinases activity based on posterior probabilistic weighted average based ensemble voting classificationRama Devi Chalasani, Y. Radhika · 2023 · Journal of Intelligent & Fuzzy Systems
- Self-Supervised Texture Image Anomaly Detection by Fusing Normalizing Flow and Dictionary LearningYaohua Guo, Lijuan Song, Zirui Ma · 2023 · International Journal of Pattern Recognition and Artificial Intelligence
- Brain tumour segmentation and survival prognostication using 3D radiomics features and machine learning algorithmsJ. Glory Precious, I. Keren Evangeline, S. P. Angeline Kirubha · 2023 · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization
- Automated lung cancer diagnosis using swarm intelligence with deep learningNishat Shaikh, Parth D. Shah · 2023 · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization
- CCheXR‐Attention : Clinical concept extraction and chest x‐ray reports classification using modified Mogrifier and bidirectional LSTM with multihead attentionSomiya Rani, Amita Jain, Akshi Kumar, Guang Yang · 2024 · International Journal of Imaging Systems and Technology
- Research on Ultrasonic Image Recognition Based on Optimization Immune AlgorithmXueqiang Zeng, Su-Fen Chen · 2021 · Computational and Mathematical Methods in Medicine
- A New Framework for Research Supply and Demand Using Text AnalyticsMohammad Rabiei, Somayeh Fatahi · 2022 · IEEE Engineering Management Review
- Machine Learning Based Online English Teaching Monitoring Task SystemYiwen Song · 2023 · International Conference on Data Analytics, Computing and Artificial Intelligence (ICDACAI)
- Sentiment Analysis of MOOC Reviews Based on Knowledge Dependency TreeHaijie Wang, Jiajia Jiao · 2025 · ACM Transactions on Asian and Low-Resource Language Information Processing
- Designing a Teacher Recommender System: A Thematic Literature Review of Teacher Evaluation SystemsMarie Grace Ortiz, Menchita F. Dumlao · 2025 · Journal of interdisciplinary perspectives
- Financial risk prediction framework in supply chain management using residual Conv-GRU and ensemble featuresAshok Kumar Sarkar, Anupam Das, Chanda Jyoti Kumar · 2025 · Journal of Control and Decision
- Analysis of different types of word representations and neural networks on sentiment classification tasksRajvardhan Patil, Nathaniel Bowman, Jerry Wood · 2021 · IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)
- Integrating model explanations and hybrid priors into deep stacked networks for the “safe zone” prediction of acetabular cupFuchang Han, Shenghui Liao, Sifan Bai, Renzhong Wu, Yingqi Zhang, Yongqiang Hao · 2022 · Acta Radiologica
- Research on Multirelational Entity Modeling based on Knowledge Graph Representation LearningTongke Fan · 2023 · Recent Advances in Computer Science and Communications
- Semantic Comprehension Method for Chinese Sentences Based on Minimal Semantic Structures and Its ApplicationWen Jing Hao, He Qianru · 2023 · Chinese Journal of Electronics
- Cancer Prediction Using Feature Fusion and Taylor-TSA-Based GAN with Gene Expression DataJ. Jeyabharathi, Velliangiri Sarveshwaran, S. Iwin Thanakumar Joseph, C. Sorna Chandra Devadass · 2023 · International Journal of Pattern Recognition and Artificial Intelligence
- Residual Spatial Reduced Transformer Based on YOLOv5 for UAV Images Object DetectionLi Chen, Naimeng Cang, Wenbo Zhang, Chan Zhang, Weidong Zhang, Dongsheng Guo · 2024 · International Journal of Pattern Recognition and Artificial Intelligence
- Enhancing dementia diagnosis with Dual-Swarm optimisation and Opposition-Based learning: the DSO-OBL approachD. Kavitha, A. Murugan · 2025 · Journal of Experimental & Theoretical Artificial Intelligence
- Weight attention layer‐based document classification incorporating information gainMin Seok Lee, Seok Woo Yang, Hong Joo Lee · 2021 · Expert Systems
- Research on the Path of Network Opinion Expression in AI Environment for College StudentsYue Zhu, Muhammad Talha · 2021 · Computational and Mathematical Methods in Medicine · Retracted
- Tracing prodromal behaviour by analysing data patterns from social media with ensemble machine learning approachDeepali Joshi, Manasi S. Patwardhan · 2022 · International Social Science Journal
- Spark-based deep classifier framework for imbalanced data classificationVikas Gajananrao Bhowate, T. Hanumantha Reddy · 2023 · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization
- Altruistic Collaborative LearningAbdourrahmane Mahamane Atto · 2022 · IEEE Transactions on Neural Networks and Learning Systems
- Peer Review #2 of "Agricultural big data and methods and models for food security analysis—a mini-review (v0.2)"2022 · PeerJ
- Peer Review #2 of "Agricultural big data and methods and models for food security analysis—a mini-review (v0.1)"2022 · PeerJ
- Peer Review #1 of "Agricultural big data and methods and models for food security analysis—a mini-review (v0.1)"2022 · PeerJ
- Peer Review #3 of "Agricultural big data and methods and models for food security analysis—a mini-review (v0.1)"2022 · PeerJ
- Peer Review #3 of "Agricultural big data and methods and models for food security analysis—a mini-review (v0.2)"2022 · PeerJ
- New theorems for inverting the functions of logic gates in digital circuitsJoshua Ojo Nehinbe · 2022 · Journal of Control and Decision
- Crowbar Protection and Blades Pitch Angle Control of a Wind Turbine at Severe Faulty Conditions using Adaptive Neuro-Fuzzy Inference SystemAyman Safwat Samir, Mohiy Bahgat, Abdel Ghany Mohamed Abdel Ghany, Helmy M. El Zoghby · 2022 · Recent Advances in Electrical & Electronic Engineering (Formerly Recent Patents on Electrical & Electronic Engineering)
- Sentiment Analysis Using an Improved LSTM Deep Learning ModelDhaval Bhoi, Amit R Thakkar, Ritesh Patel · 2023 · Lecture notes in networks and systems
- Unsupervised methods for size and shapeJerfson Bruno do Nascimento Honório, Getúlio José Amorim do Amaral · 2023 · Communications in Statistics - Simulation and Computation
- Tackling bias in the data for breast cancer prediction using machine learning-based decision supportShuning Yin, Gaurav Nanda, Raji Sundararajan · 2023 · Biostatistics & Epidemiology
- Sentiment Analysis of Twitter Reviews using SVM, ANN and CNN ModelsL. Sudha Rani, S. Zahoor Ul Huq, Chigarapalle Shoba Bindu · 2023 · International Conference on Computer Communication and Informatics (ICCCI)
- Évaluation Des Performances Des Étudiants À L'Aide De L'Apprentissage Automatique : Une Étude BibliométriqueMichel HOUNTONDJI, Pélagie HOUNGUE, Theophile Komlan Dagba · 2023 · SSRN Electronic Journal
- A survey of Bayesian statistical methods in biomarker discovery and early clinical developmentErina Paul, Avid M. Afzal, Roland Z. Brown, Shanshan Cao, Yushi Liu, Tatiana Matejovicova, Anupreet Porwal, Zhe Sun, Richard Baumgartner, Himel Mallick · 2023 · Communications in Statistics Case Studies Data Analysis and Applications
- Analisis Implementasi Kurikulum Merdeka di SMP Kota MataramSri Astuti Iriyani, Heri Sopian Hadi, Didin Ardian, Husnul Hafizin · 2023 · Indo-MathEdu Intellectuals Journal
- Dynamic map‐making technology and the application in geographic information scienceWanwu Li, Lin Liu, Hui Zhang, Jinhong Li · 2024 · Computer Applications in Engineering Education
- From bibliometrics to text mining: exploring feature selection methods in microarray researchGuilherme Ribeiro, Rommel Barbosa, Márcio da Cunha Reis, Nattane Luíza da Costa · 2024 · Communications in Statistics - Simulation and Computation
- Design a Platform for Sharing Educational Resources for Student Based on Dual Attention Graph Convolutional NetworksXiaoyong Chen · 2024 · Journal of Electrical Systems
- Automated Explanation Quality Assessment based on Similarity Calculations of Representative Explanations of Different QualitiesChih‐Yueh Chou, Yu-Ting Chou, Yucheng Huang · 2024 · IEEE Eurasian Conference on Educational Innovation (ECEI)
- Multi-factor evaluation of teaching sentiment analysis in the new eraZhou Yu, Chun Gang Yan · 2024 · Advances in economics, business and management research/Advances in Economics, Business and Management Research
- Deep Learning for Detecting Entailment Between Requirements Using Semantics from Use Case Diagrams as Training Data: A Comparative StudyDony Bahtera Firmawan, Daniel Siahaan, Ahmad Saikhu · 2024 · International Seminar on Intelligent Technology and Its Applications
- Integrative Mining Pipeline for Improved Reflections of Course FeedbackPrateek Prateek, Neil Allister Pais, Ritu Chaturvedi · 2024 · Lecture notes in computer science
- Efficient Disease Prediction with a Real-Time Invariant Atherosclerosis Classification and Feature Selection ModelGovindamoorthi Paramasivam, Paulraj Ranjith Kumar, Vimala Mannarsamy · 2024 · Biomedical & Pharmacology Journal
- JLeNeT: Jaccard LeNet for Parkinson’s disease detection and severity level classification using voice signal in IoT environmentS. Pragadeeswaran, S. Kannimuthu · 2025 · Network Computation in Neural Systems
- Data analytics for students' feedback in college education using bi-directional models and fasttext embeddingsFangbin Song, Di Ma · 2025 · International Journal of Information and Communication Technology
- Assessment of Students’ Performance Using Machine Learning: A Bibliometric StudyMichel HOUNTONDJI, Pélagie Houngue, Theophile Komlan Dagba · 2025 · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
- Using Embeddings to Uncover the Similarity Between Engineering Education Doctoral Programs and Academic Workforce OpportunitiesMalini Josiam, Olivia Ryan, Varun Sridhar · 2025 · ASEE Annual Conference & Exposition
- Construction of Multi-Channel Teaching Effect Evaluation System Based on Deep Learning in the Era of Education InformatizationJing Ma, Wang Yang · 2025 · Applied Mathematics and Nonlinear Sciences
- Teacher Dashboard System for Visualizing Aspect and Sentiment Classifications of Students’ After-Class Self-evaluated CommentsChih‐Yueh Chou, Yun-Chun Lai · 2025 · Lecture notes in electrical engineering
- Cross-domain sentiment classification in Slovak: a comparative analysis of transformer-based modelsLívia Kelebercová, Dávid Držík · 2026 · PeerJ Computer Science
- Application of Machine Learning and Natural Language Processing Techniques for the Analysis of Surveys with Open-Ended Questions: A Scoping ReviewAraceli Olmos-Vallejo, Lisbeth Rodríguez-Mazahua, Isaac Machorro-Cano, José Antonio Palet-Guzmán, Giner Alor‐Hernández, Jair Cervantes, José Luis Sánchez-Cervantes · 2026 · Computers
- Enhancing Sentiment Prediction in Multilingual and Code-Mixed Filipino Faculty Evaluations using Transformer-based ArchitecturesKent Levi A. Bonifacio, Alfio I. Regla · 2026 · International Conference on Information and Education Technology (ICIET)
- CLT-Net: Integrating CNN, LSTM, and Transformer for Review Classification in Online Learning PlatformsHatem Majouri, Olfa Gaddour, Yessine Hadj Kacem · 2026 · Lecture notes in computer science
- Explainable Emotion Classification in Text: A Hybrid CNN-BiLSTM Framework with Attention Mechanism and LIMEKhushbu Kesharwani, S Nagakishore Bhavanam, Vasujadevi Midasala, Ankit Kumar Dubey · 2026 · Lecture notes in networks and systems
- Wishing well: a data-driven investigation of Italian adolescents’ wishes and trust in the futureIsabella Gagliardi, Marcello Passarelli, Alessandro Albizzati, Ivana Lazzarini, Giuseppe Ponzini, Giusi Sellitto, Antonella Bodini · 2026 · Statistical Methods & Applications