AI-powered learning analytics dashboards: a systematic review of applications, techniques, and research gaps

No abstract is available for this paper.

• Publication year

  2025

• Venue

  Discover Education

• Publication date

  2025-11-28

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1007/s44217-025-00964-y
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Capability and Potential of Generative Artificial Intelligence (AI) Tools in Science Education: An Exploratory Study of ChatGPT-Powered Tools (DALL-E and Globe Explore), Midjourney and Gatekeep in Multimodal Science Education

  2025cited by this paper
• Bias in artificial intelligence: smart solutions for detection, mitigation, and ethical strategies in real-world applications

  2025cited by this paper
• A systematic review of literature reviews on artificial intelligence in education (AIED): a roadmap to a future research agenda

  2024cited by this paper
• From awareness to empowerment: self-determination theory-informed learning analytics dashboards to enhance student engagement in asynchronous online courses

  2024cited by this paper
• Promoting higher education students’ self-regulated learning through learning analytics: A qualitative study

  2024cited by this paper
• AI-driven learning analytics applications and tools in computer-supported collaborative learning: A systematic review

  2024cited by this paper
• A Learning Analytics Dashboard for Improved Learning Outcomes and Diversity in Programming Classes

  2024cited by this paper
• The influence of learning analytics dashboard information design on cognitive load and performance

  2024cited by this paper
• The evaluation of synchronous and asynchronous online learning: student experience, learning outcomes, and cognitive load

  2024cited by this paper
• Learning analytics dashboards are increasingly becoming about learning and not just analytics - A systematic review

  2024cited by this paper
• Transformative Pedagogy: Leveraging Generative AI Tools for Enhanced Learning Experiences

  2024cited by this paper
• Learning analytics in the design of interactive multimedia experiences for elementary education: a systematic review

  2023cited by this paper
• Learning Analytics Dashboard for Educators: Proposed Project to Design with Pedagogical Background

  2023cited by this paper
• Have Learning Analytics Dashboards Lived Up to the Hype? A Systematic Review of Impact on Students' Achievement, Motivation, Participation and Attitude

  2023cited by this paper
• Human-Centred Learning Analytics and AI in Education: a Systematic Literature Review

  2023cited by this paper
• Systematic Literature Review for the Use of AI Based Techniques in Adaptive Learning Management Systems

  2023cited by this paper
• Effectiveness of a Learning Analytics Dashboard for Increasing Student Engagement Levels

  2023cited by this paper
• The Sequence Matters in Learning - A Systematic Literature Review

  2023cited by this paper
• Generative Artificial Intelligence in Learning Analytics: Contextualising Opportunities and Challenges through the Learning Analytics Cycle

  2023cited by this paper
• ChatGPT in education: Methods, potentials and limitations

  2023cited by this paper
• Learning with Explainable AI-Recommendations at School: Extracting Patterns of Self-Directed Learning from Learning Logs

  2023cited by this paper
• Towards Industry 5.0: A Capacitation Approach for Upskilling and Technology Transfer

  2023influential reference
• What Do We Mean by GenAI? A Systematic Mapping of The Evolution, Trends, and Techniques Involved in Generative AI

  2023cited by this paper
• Designing a Learning Analytics Dashboard to Provide Students with Actionable Feedback and Evaluating Its Impacts

  2022cited by this paper
• Artificial Intelligence and Learning Analytics in Teacher Education: A Systematic Review

  2022cited by this paper
• The History and Development of Learning Analytics in Learning, Design, & Technology Field

  2022cited by this paper
• Analytics Techniques: Descriptive Analytics, Predictive Analytics, and Prescriptive Analytics

  2022cited by this paper
• Learning analytics dashboard: a tool for providing actionable insights to learners

  2022cited by this paper
• A Review of Learning Analytics Dashboard Research in Higher Education: Implications for Justice, Equity, Diversity, and Inclusion

  2022cited by this paper
• Towards developing a learning analytics dashboard for a massive online robotics competition

  2022cited by this paper
• A Learning Analytics Dashboard for Moodle: Implementing Machine Learning Techniques to Early Detect Students at Risk of Failure

  2021cited by this paper
• Staying on target: A systematic literature review on learner-facing learning analytics dashboards

  2021cited by this paper
• Effects and acceptance of precision education in an AI-supported smart learning environment

  2021cited by this paper
• Intelligent Learning Analytics Dashboards: Automated Drill-Down Recommendations to Support Teacher Data Exploration

  2021cited by this paper
• Education 4.0 and the Smart Manufacturing Paradigm: A Conceptual Gateway for Learning Factories

  2021influential reference
• Evaluation of Moodle, Canvas, Blackboard, and Open EdX

  2020cited by this paper
• A Systematic Review of Empirical Studies on Learning Analytics Dashboards: A Self-Regulated Learning Perspective

  2020cited by this paper
• Learning Analytics Data Flow and Visualizing for Ubiquitous Learning Logs in LMS and Learning Analytics Dashboard

  2020cited by this paper
• The effect of providing learning analytics on student behaviour and performance in programming: a randomised controlled experiment

  2020cited by this paper
• Integrating Assessment, Feedback, and Learning Analytics in Educational Games

  2019cited by this paper
• Teaching with Analytics: Towards a Situated Model of Instructional Decision-Making

  2019cited by this paper
• User Centered Approach for Learning Analytics Dashboard Generation

  2019cited by this paper
• License to evaluate: preparing learning analytics dashboards for educational practice

  2018cited by this paper
• A Model to Forecast Learning Outcomes for Students in Blended Learning Courses Based On Learning Analytics

  2018cited by this paper
• Development of the Learning Analytics Dashboard to Support Students' Learning Performance

  2015cited by this paper
• An overview of learning analytics

  2013cited by this paper
• Using learning analytics to identify successful learners in a blended learning course

  2013cited by this paper
• Course signals at Purdue: using learning analytics to increase student success

  2012cited by this paper
• Psychology As The Behaviorist Views It

  2011cited by this paper
• In practice: Purdue Signals: Mining real‐time academic data to enhance student success

  2010cited by this paper
• Designing assessments to track student progress

  2010cited by this paper
• Situated Learning: Legitimate Peripheral Participation

  1991cited by this paper
• Cognitive Load During Problem Solving: Effects on Learning

  1988cited by this paper
• Mind in society: the development of higher psychological processes

  1978cited by this paper
• Unesco

  1973influential reference
• “Animal Intelligence”

  1898cited by this paper
• EX-LAD: Explainable Learning Analytics Dashboard in Higher Education

  year unknowncited by this paper

• Effects of an AI-enhanced BOPPPS teaching model in nursing courses: a meta-analysis of randomized controlled trials.

  2026cites this paper
• Recent Advances in Artificial Intelligence forMusic Education

  2026cites this paper