AI in Personalized Learning and Feedback AIE Practice Questions (Page 3)

Questions 11–15

1. 11application · medium

   An AI-driven language learning app adjusts its daily vocabulary review based on the learner's response time and accuracy on previous flashcards. Which two types of learner data are being used?

   • ADemographic and preference data
   • BLocation and device data
   • CPerformance and engagement data
   • DSocial and peer data
   Reveal Solution Discussion Select an answer first
2. 12application · medium

   A non-profit organization provides free coding classes to adults. They use an AI platform that creates a unique learning plan for each student based on their prior experience, learning goals, and available study time. The platform also adjusts the plan as the student progresses. Which aspect of personalized learning is the platform primarily addressing?

   • ATailoring content and sequence to individual learner needs and goals
   • BStandardizing the curriculum for all students to ensure consistency
   • CReplacing all human instructors with AI
   • DFocusing only on group-level performance metrics
   Reveal Solution Discussion Select an answer first
4. 13application · easy

   An adaptive learning platform for corporate compliance training adjusts the sequence of modules. A learner who answers all questions correctly on data privacy is skipped ahead to advanced topics, while a learner who struggles receives remedial content. What is the primary driver of this adaptive path?

   • ANumber of devices used
   • BLearner's job role
   • CTime of day the learner logs in
   • DLearner performance on assessments
   Reveal Solution Discussion Select an answer first
5. 14expert · hard

   An AI tutoring system for a K-12 school uses a variety of learner data to personalize instruction. The school's privacy policy restricts the use of personally identifiable information (PII) for purposes other than education. Which data input is most likely to raise privacy concerns while still being useful for personalization?

   • ALearner's preferred learning style (e.g., visual vs. verbal)
   • BNumber of logins per week
   • CLearner's home address and family income
   • DQuiz scores and time on task
   Reveal Solution Discussion Select an answer first
6. 15expert · hard

   An adaptive learning platform for a corporate cybersecurity course must balance two goals: keeping learners challenged and ensuring they complete the course. The AI adjusts the difficulty of quizzes in real time. However, the compliance team requires that all learners pass a final exam with a minimum score. Which approach best balances adaptive difficulty with the compliance requirement?

   • AMake the final exam easier for learners who struggled during practice
   • BUse adaptive difficulty only for learners who are already passing
   • CRemove adaptive difficulty and give all learners the same practice questions
   • DUse adaptive difficulty during practice but keep the final exam fixed at the required standard
   Reveal Solution Discussion Select an answer first