Text mining in education

Ferreira‐Mello, Rafael, André, Máverick, Pinheiro, Anderson, Costa, Evandro, Romero, Cristobal·2019·WIREs Data Mining and Knowledge Discovery
DOI 10.1002/widm.1332

Cited by (192)

Items 101–192 of 192

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  2. Modeling Second Language Acquisition with pre-trained neural language models
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  3. Evolution and Future Prospects of Education Evaluation Research in China over the Last Decade
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  5. Prediction of Student Performance Using Rough Set Theory And Backpropagation Neural Networks
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  6. An Introduction to Topic Modeling Using the Latent Dirichlet Allocation in Educational Research: Potential Applications and Limitations
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  7. Câmaras de eco e mis/desinformação sobre vacinas contra a COVID-19 no Twitter: abordagem baseada em machine learning e análise de redes sociais
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  8. Data-Driven Decision Making in Scholarship Programs: Leveraging Decision Trees and Clustering Algorithms
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  9. Analytics of Emerging and Scripted Roles in Online Discussions: An Epistemic Network Analysis Approach
    Máverick André Dionísio Ferreira, Rafael Ferreira Mello, Rafael Dueire Lins, Dragan Gašević · 2021 · Lecture notes in computer science
  10. Human computation for learning and teaching or collaborative tracking of learners’ misconceptions
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  11. Public Datasets and Data Sources for Educational Data Mining
    Paul Ștefan Popescu, Marian Cristian Mihăescu, Mihai Lucian Mocanu · 2022 · Intelligent systems reference library
  12. Improving Academic Writing with a Method for Text Revision Supported by Text Mining
    Simone De Oliveira, Eliseo Berní Reategui, Patrícia da Silva Campelo Costa Barcellos, Márcio Bigolin, Michel Carniato · 2022 · International Journal of Emerging Technologies in Learning (iJET)
  13. Mapping the Research on Educational Technology: An Overview through Text Mining
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  14. Celebrity culture, level of education and trust in media institutions: Empirical evidence from the Philippines
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  15. Comparing reusable, atomic feedback with classic feedback on a linear equations task using text mining and qualitative techniques
    Filip Moons, Alexander Holvoet, Katrin Klingbeil, Ellen Vandervieren · 2024 · British Journal of Educational Technology
  16. LLMs for Knowledge Modeling: NLP Approach to Constructing User Knowledge Models for Personalized Education
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  17. Automatic Detection of Narrative Rhetorical Categories and Elements on Middle School Written Essays
    Rafael Ferreira Mello, Luiz Rodrigues, Erverson Bruno Gomes de Sousa, Hyan H. N. Batista, Mateus Lins, André Câmara Alves do Nascimento, Dragan Gašević · 2024 · Lecture notes in computer science
  18. CONCEPTUALIZACIÓN DEL PATRIMONIO EN ENTORNOS DIGITALES MEDIANTE REFERENTES IDENTITARIOS DE MAESTROS EN FORMACIÓN
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  19. Tutoria: Supporting Good Practices for Providing Written Educational Feedback
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  20. Text Mining and Topic Modeling in Education: Revealing Insights from Educational Textual Data
    Cansu Çiğdem Ekin, Milad Sabamehr · 2024 · Springer eBooks
  21. Using Text Mining to Extract Information from Students' Lab Assignments
    Jelena Gusić, Diana Šimić · 2021 · International Convention on Information and Communication Technology, Electronics and Microelectronics
  22. Detecção Automática de Clímax em Produções de Textos Narrativos
    Hyan H. N. Batista, Gabriel A. Barbosa, Pericles B. C. de Miranda, Jário Santos, Seiji Isotani, Thiago Cordeiro, Ig Ibert Bittencourt, Rafael Ferreira Mello · 2022 · Anais do ... Simpósio Brasileiro de Informática na Educação/Anais do Simpósio Brasileiro de Informática na Educação
  23. Assessment and Analysis Through CGScholar
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  24. Apprehensions and Expectations of Preservice Teachers relative to Practicum during Pandemic: A Sentiment and Qualitative Analysis
    Mildred M. Crisostomo, Miranda, John Paul P. · 2023 · Journal for Educators Teachers and Trainers
  25. Leveraging Text Mining for Analyzing Students' Preferences in Computer Science and Language Courses
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  26. Transfer learning-based English translation text classification in a multimedia network environment
    Danyang Zheng · 2024 · PeerJ Computer Science
  27. EDUCATIONAL DATA MINING AND LEARNING ANALYTICS: TEXT GENERATORS USAGE EFFECT ON STUDENTS’ GRADES
    Birutė Pliuskuvienė, Urtė Radvilaitė, Rasa Juodagalvytė, Simona Ramanauskaitė, Pavel Stefanovič · 2024 · New Trends in Computer Sciences
  28. Using Topic Modeling to Research Student Diversity in Higher Education
    Jan-Bennet Voltmer, Björn Fisseler, Jennifer Raimann, Stefan Stürmer · 2024 · Zeitschrift für Psychologie
  29. The Enhancement of Statistical Literacy: A Cross-Institutional Study Using Data Analysis and Text Mining to Identify Statistical Issues in the Transition to University Education
    Antonio de la Hoz-Ruiz, Emma Howard, Raquel Hijón‐Neira · 2024 · Information
  30. Taekwondo Kyorugi Players’ Perceptions of Referees’ Judgements: Text-Mining Analysis
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  31. [Retracted] A Deep Learning‐Based TE Method for MSs’ Mental Health Analysis
    Ranxin Tao · 2022 · Journal of Environmental and Public Health · Retracted
  32. Optimization of Window Size for Calculating Semantic Coherence Within an Essay
    Kshitiz Srivastava, Namrata Dhanda, Anurag Shrivastava · 2022 · ADCAIJ ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL
  33. Analysing the longitudinal course selection panel data (2014-2020) of K-12 teachers from Zhejiang province: a comprehensive study on in-service training needs
    Yi Liu, Yajun Yan, Huixian Xia, Kun Sun · 2023 · Professional Development in Education
  34. Text Summarization Generation Based on Improved Transformer Model
    Jingsong Lin, Xiaodong Guo, Chen Dong, Chenxi Lyu, Li Xu, Zhenyi Chen · 2023 · IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)
  35. A Neural Network Recommendation Model for Final Project Topic Selection
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  36. The Importance of Educational Data Mining and Learning Analytics for Improving Teaching and Learning: An Issue Brief
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  37. One size fits most: On the emergence of differentiated regional policy in Poland
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  38. A retrospective feedback analysis of objective structured clinical examination performance of undergraduate medical students
    Akram Alsahafi, Micheál Newell, Thomas Kropmans · 2024 · MedEdPublish
  39. Enhancing Teaching Innovations in Business Administration and Management Through Interdisciplinary Coordination in Quantitative Subjects
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  40. Combinação de Modelos de Aprendizado de Máquina utilizando Teoria de Resposta ao Item para Avaliação de Coesão Textual em Redações no contexto do ENEM
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  41. Applying Text Mining to Identify Critical Factors Contributing to the Retention Rate of First-Year Students at Historically Black Colleges and Universities
    Tonghui Xu, Hsien-Yuan Mark Hsu, Yan Wang, Xiaobai Li · 2025 · Journal of College Student Retention Research Theory & Practice
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  43. Preparedness Without Pedagogy? An AI-Assisted Web Scraping Analysis of Informal Online Disaster Preparedness Resources for the Public
    Sophie Lacher, Matthias Rohs · 2026 · Education Sciences
  44. Towards sustainable AI knowledge-base assistants in computer science education: on-premise deployment and optimization with open educational resources
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  46. Unveiling determinants of learner satisfaction in online courses: An explainable machine learning technique using unstructured reviews
    Yong Qin, Chaoguang Luo, Yuyan Luo, Luwei Wang · 2026 · The Internet and Higher Education
  47. Understanding user feedback on learning management system of SIPEJAR by using text mining techniques
    P Rahmawati, Aisyah Larasati, Muhammad Farhan, Apif M. Hajji, N A Fanani · 2021 · IOP Conference Series Materials Science and Engineering
  48. Classificação de Textos Escolares com Aprendizado de Máquina
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  49. An integer linear programming model for multi document summarization of learning materials using phrase embedding technique
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  50. Prediction of Essay Cohesion in Portuguese Based on Item Response Theory in Machine Learning
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  51. Selecting the Best Compiler Optimization by Adopting Natural Language Processing
    Hameeza Ahmed, Muhammad Fahim Ul Haque, Hashim Raza Khan, Ghalib Nadeem, Kamran Arshad, Khaled T. Assaleh, Paulo C. Santos · 2024 · IEEE Access
  52. Text Mining Analytics to Facilitate University Students with Hybrid Learning Model
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  53. An Automated System for Transferring and Equivalence between Saudi Universities
    Basem Abdullah Alahmadi, Adnan Ahmed Abi Sen, Abdullah M. Alsubhy, Nour Mahmoud Bahbouh, Omar Alhaboob, Hanin Ahmed Abi Sen · 2020 · International Conference on Computing for Sustainable Global Development
  54. Text Mining Based Decision Making Process in Kickstarter Platform
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  55. Extraction of Knowledge Models from Textbooks
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  56. Technology-enabled Learning in Digital Education: Research Areas and Prediction Trends of Learning Technologies for Authentic Assessments Practices
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  57. Enhancing Machine Learning Models by Augmenting New Functionalities
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  58. IMPACT OF N-STAGE LATENT DIRICHLET ALLOCATION ON ANALYSIS OF HEADLINE CLASSIFICATION
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  59. PRÁTICAS DE CUIDADOS DE CRIANÇAS COM TEA NO CONTEXTO DA PANDEMIA DA COVID-19
    LAURA SENGES CARRERAS · 2022
  60. Visualization of the Relationship Between Lectures and Laboratories Using SSNMF
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  61. Visualization Research of Big Data in Higher Education Based on the Web of Science
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  63. The IAFOR Conference on Educational Research & Innovation: 2023 Official Conference Proceedings
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  64. Data Mining in Gamified Learning
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  65. Automated Thematic Coherence Scoring of Student Essays Written in Portuguese
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  66. Virtual Voices, Real Insights: Sentiment and Topic Analysis of Discussions about Educational Dropout in YouTube comments
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  67. Extracción de modelos de conocimiento a partir de libros de texto y su aplicación en los negocios
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  69. Comparative Text Analysis of Open Online Course Reviews: Unveiling Insights from Two Learning Platforms Using Text Mining Techniques
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