↓ Skip to main content

Artificial Intelligence in Education

Overview of attention for book
Cover of 'Artificial Intelligence in Education'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 How to Give Imperfect Automated Guidance to Learners: A Case-Study in Workplace Learning
  3. Altmetric Badge
    Chapter 2 A Causal Inference Study on the Effects of First Year Workload on the Dropout Rate of Undergraduates
  4. Altmetric Badge
    Chapter 3 Adaptive Scaffolding in Block-Based Programming via Synthesizing New Tasks as Pop Quizzes
  5. Altmetric Badge
    Chapter 4 Learning Profiles to Assess Educational Prediction Systems
  6. Altmetric Badge
    Chapter 5 Identifying Student Struggle by Analyzing Facial Movement During Asynchronous Video Lecture Viewing: Towards an Automated Tool to Support Instructors
  7. Altmetric Badge
    Chapter 6 Preparing Future Learning with Novel Visuals by Supporting Representational Competencies
  8. Altmetric Badge
    Chapter 7 Leveraging Student Goal Setting for Real-Time Plan Recognition in Game-Based Learning
  9. Altmetric Badge
    Chapter 8 Identifying and Comparing Multi-dimensional Student Profiles Across Flipped Classrooms
  10. Altmetric Badge
    Chapter 9 Embodied Learning with Physical and Virtual Manipulatives in an Intelligent Tutor for Chemistry
  11. Altmetric Badge
    Chapter 10 How do A/B Testing and Secondary Data Analysis on AIED Systems Influence Future Research?
  12. Altmetric Badge
    Chapter 11 Investigating the Effectiveness of Visual Learning Analytics in Active Video Watching
  13. Altmetric Badge
    Chapter 12 Debiasing Politically Motivated Reasoning with Value-Adaptive Instruction
  14. Altmetric Badge
    Chapter 13 Towards Human-Like Educational Question Generation with Large Language Models
  15. Altmetric Badge
    Chapter 14 Towards the Automated Evaluation of Legal Casenote Essays
  16. Altmetric Badge
    Chapter 15 Fully Automated Short Answer Scoring of the Trial Tests for Common Entrance Examinations for Japanese University
  17. Altmetric Badge
    Chapter 16 Machine Learning Techniques to Evaluate Lesson Objectives
  18. Altmetric Badge
    Chapter 17 Towards Generating Counterfactual Examples as Automatic Short Answer Feedback
  19. Altmetric Badge
    Chapter 18 Combining Artificial Intelligence and Edge Computing to Reshape Distance Education (Case Study: K-12 Learners)
  20. Altmetric Badge
    Chapter 19 Plausibility and Faithfulness of Feature Attribution-Based Explanations in Automated Short Answer Scoring
  21. Altmetric Badge
    Chapter 20 Experts’ View on Challenges and Needs for Fairness in Artificial Intelligence for Education
  22. Altmetric Badge
    Chapter 21 Balancing Fined-Tuned Machine Learning Models Between Continuous and Discrete Variables - A Comprehensive Analysis Using Educational Data
  23. Altmetric Badge
    Chapter 22 “Teacher, Can You Say It Again?" Improving Automatic Speech Recognition Performance over Classroom Environments with Limited Data
  24. Altmetric Badge
    Chapter 23 Deep Learning or Deep Ignorance? Comparing Untrained Recurrent Models in Educational Contexts
  25. Altmetric Badge
    Chapter 24 Fine-grained Main Ideas Extraction and Clustering of Online Course Reviews
  26. Altmetric Badge
    Chapter 25 Assessing Readability by Filling Cloze Items with Transformers
  27. Altmetric Badge
    Chapter 26 CurriculumTutor: An Adaptive Algorithm for Mastering a Curriculum
  28. Altmetric Badge
    Chapter 27 Pedagogical Agent Support and Its Relationship to Learners’ Self-regulated Learning Strategy Use with an Intelligent Tutoring System
  29. Altmetric Badge
    Chapter 28 Evaluating AI-Generated Questions: A Mixed-Methods Analysis Using Question Data and Student Perceptions
  30. Altmetric Badge
    Chapter 29 Representing Scoring Rubrics as Graphs for Automatic Short Answer Grading
  31. Altmetric Badge
    Chapter 30 Educational Equity Through Combined Human-AI Personalization: A Propensity Matching Evaluation
  32. Altmetric Badge
    Chapter 31 Eye to Eye: Gaze Patterns Predict Remote Collaborative Problem Solving Behaviors in Triads
  33. Altmetric Badge
    Chapter 32 Improving Automated Evaluation of Formative Assessments with Text Data Augmentation
  34. Altmetric Badge
    Chapter 33 Clustering Learner’s Metacognitive Judgment Accuracy and Bias to Explore Learning with AIEd Systems
  35. Altmetric Badge
    Chapter 34 Towards an Inclusive and Socially Committed Community in Artificial Intelligence in Education: A Social Network Analysis of the Evolution of Authorship and Research Topics over 8 Years and 2509 Papers
  36. Altmetric Badge
    Chapter 35 Scaling Mixed-Methods Formative Assessments (mixFA) in Classrooms: A Clustering Pipeline to Identify Student Knowledge
  37. Altmetric Badge
    Chapter 36 Student-Tutor Mixed-Initiative Decision-Making Supported by Deep Reinforcement Learning
  38. Altmetric Badge
    Chapter 37 An Intelligent Interactive Support System for Word Usage Learning in Second Languages
  39. Altmetric Badge
    Chapter 38 Balancing Cost and Quality: An Exploration of Human-in-the-Loop Frameworks for Automated Short Answer Scoring
  40. Altmetric Badge
    Chapter 39 Auxiliary Task Guided Interactive Attention Model for Question Difficulty Prediction
  41. Altmetric Badge
    Chapter 40 A Basic Study on Educational Growth Indicators Based on Quantitative Evaluation of Strokes Quality in Drawing Works
  42. Altmetric Badge
    Chapter 41 What Is Relevant for Learning? Approximating Readers’ Intuition Using Neural Content Selection
  43. Altmetric Badge
    Chapter 42 Computer-Aided Response-to-Intervention for Reading Comprehension Based on Recommender System
  44. Altmetric Badge
    Chapter 43 Improving the Quality of Students’ Written Reflections Using Natural Language Processing: Model Design and Classroom Evaluation
  45. Altmetric Badge
    Chapter 44 Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering
  46. Altmetric Badge
    Chapter 45 Towards Aligning Slides and Video Snippets: Mitigating Sequence and Content Mismatches
  47. Altmetric Badge
    Chapter 46 Student Behavior Models in Ill-Structured Problem-Solving Environment
  48. Altmetric Badge
    Chapter 47 Mixing Backward- with Forward-Chaining for Metacognitive Skill Acquisition and Transfer
  49. Altmetric Badge
    Chapter 48 The Impact of Conversational Agents’ Language on Self-efficacy and Summary Writing
  50. Altmetric Badge
    Chapter 49 Measuring Inconsistency in Written Feedback: A Case Study in Politeness
  51. Altmetric Badge
    Chapter 50 Reducing Bias in a Misinformation Classification Task with Value-Adaptive Instruction
  52. Altmetric Badge
    Chapter 51 A Generic Interpreting Method for Knowledge Tracing Models
  53. Altmetric Badge
    Chapter 52 An Automated Writing Evaluation System for Supporting Self-monitored Revising
  54. Altmetric Badge
    Chapter 53 What Does Shared Understanding in Students’ Face-to-Face Collaborative Learning Gaze Behaviours “Look Like”?
  55. Altmetric Badge
    Chapter 54 Improving Prediction of Student Performance in a Blended Course
  56. Altmetric Badge
    Chapter 55 Examining Gender Differences in Game-Based Learning Through BKT Parameter Estimation
  57. Altmetric Badge
    Chapter 56 Popularity Prediction in MOOCs: A Case Study on Udemy
  58. Altmetric Badge
    Chapter 57 Extensive Reading at Home: Extracting Self-directed Reading Habits from Learning Logs
  59. Altmetric Badge
    Chapter 58 Extraction of Useful Observational Features from Teacher Reports for Student Performance Prediction
  60. Altmetric Badge
    Chapter 59 Two-Stage Uniform Adaptive Testing to Balance Measurement Accuracy and Item Exposure
  61. Altmetric Badge
    Chapter 60 Multi-label Disengagement and Behavior Prediction in Online Learning
  62. Altmetric Badge
    Chapter 61 Real-Time Spoken Language Understanding for Orthopedic Clinical Training in Virtual Reality
  63. Altmetric Badge
    Chapter 62 Modeling Perspective Taking and Knowledge Use in Collaborative Explanation: Investigation by Laboratory Experiment and Computer Simulation Using ACT-R
  64. Altmetric Badge
    Chapter 63 Are Students Aware of How Much Help They Need? The Relationship Between Awareness, Help Seeking, and Self-assessment
  65. Altmetric Badge
    Chapter 64 Automated Support to Scaffold Students’ Written Explanations in Science
  66. Altmetric Badge
    Chapter 65 GARFIELD: A Recommender System to Personalize Gamified Learning
  67. Altmetric Badge
    Chapter 66 Technology Ecosystem for Orchestrating Dynamic Transitions Between Individual and Collaborative AI-Tutored Problem Solving
  68. Altmetric Badge
    Chapter 67 Generating Personalized Behavioral Feedback for a Virtual Job Interview Training System Through Adversarial Learning
  69. Altmetric Badge
    Chapter 68 Enhancing Auto-scoring of Student Open Responses in the Presence of Mathematical Terms and Expressions
  70. Altmetric Badge
    Chapter 69 Automated Scoring for Reading Comprehension via In-context BERT Tuning
  71. Altmetric Badge
    Chapter 70 Deep Learning for Automatic Detection of Qualitative Features of Lecturing
  72. Altmetric Badge
    Chapter 71 Predicting Second Language Learners’ Actual Knowledge Using Self-perceived Knowledge
  73. Altmetric Badge
    Chapter 72 Investigating Student Interest and Engagement in Game-Based Learning Environments
  74. Altmetric Badge
    Chapter 73 Adopting Automatic Machine Learning for Temporal Prediction of Paid Certification in MOOCs
  75. Altmetric Badge
    Chapter 74 Raising Student Completion Rates with Adaptive Curriculum and Contextual Bandits
  76. Altmetric Badge
    Chapter 75 Self-attention in Knowledge Tracing: Why It Works
  77. Altmetric Badge
    Chapter 76 Student Low Achievement Prediction
  78. Altmetric Badge
    Chapter 77 Automatic Question Generation for Scaffolding Self-explanations for Code Comprehension
  79. Altmetric Badge
    Chapter 78 Incorporating AI and Analytics to Derive Insights from E-exam Logs
  80. Altmetric Badge
    Chapter 79 Multitask Summary Scoring with Longformers
  81. Altmetric Badge
    Chapter 80 Investigating the Effects of Mindfulness Meditation on a Digital Learning Game for Mathematics
Attention for Chapter 35: Scaling Mixed-Methods Formative Assessments (mixFA) in Classrooms: A Clustering Pipeline to Identify Student Knowledge
Altmetric Badge

Mentioned by

twitter
6 X users

Citations

dimensions_citation
1 Dimensions

Readers on

mendeley
7 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Chapter title
Scaling Mixed-Methods Formative Assessments (mixFA) in Classrooms: A Clustering Pipeline to Identify Student Knowledge
Chapter number 35
Book title
Artificial Intelligence in Education
Published by
Springer, Cham, January 2022
DOI 10.1007/978-3-031-11644-5_35
Book ISBNs
978-3-03-111643-8, 978-3-03-111644-5
Authors

Chen, Xinyue, Wang, Xu

X Demographics

X Demographics

The data shown below were collected from the profiles of 6 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 7 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 7 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 14%
Lecturer > Senior Lecturer 1 14%
Student > Doctoral Student 1 14%
Student > Ph. D. Student 1 14%
Researcher 1 14%
Other 1 14%
Unknown 1 14%
Readers by discipline Count As %
Computer Science 3 43%
Social Sciences 1 14%
Engineering 1 14%
Unknown 2 29%