{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","description":"This cluster of papers focuses on the application of educational data mining and learning analytics in the context of online education, particularly Massive Open Online Courses (MOOCs). It explores topics such as predictive analysis of student performance, machine learning techniques for student engagement, and the impact of data-driven education on online learning. The cluster also delves into the challenges and opportunities associated with implementing learning analytics in higher education.","keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"learning analytics","score":0.5422},{"id":"https://openalex.org/keywords/moocs","display_name":"MOOCs","score":0.461},{"id":"https://openalex.org/keywords/academic-performance-prediction","display_name":"student performance prediction","score":0.5093},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"educational data mining","score":0.7189},{"id":"https://openalex.org/keywords/massive-open-online-courses","display_name":"massive open online courses","score":0.6533},{"id":"https://openalex.org/keywords/student-dropout-prediction","display_name":"student dropout prediction","score":0.7369},{"id":"https://openalex.org/keywords/learning-analytics-dashboards","display_name":"learning analytics dashboards","score":0.5825},{"id":"https://openalex.org/keywords/coursera","display_name":"Coursera","score":0.4843},{"id":"https://openalex.org/keywords/big-data-in-education","display_name":"big data in education","score":0.2259},{"id":"https://openalex.org/keywords/mooc-platforms","display_name":"MOOC platforms","score":0.674},{"id":"https://openalex.org/keywords/course-completion","display_name":"course completion","score":0.234},{"id":"https://openalex.org/keywords/educational-data-analysis","display_name":"educational data analysis","score":0.3036},{"id":"https://openalex.org/keywords/mooc-design","display_name":"MOOC design","score":0.7532},{"id":"https://openalex.org/keywords/educational-analytics","display_name":"educational analytics","score":0.4317},{"id":"https://openalex.org/keywords/edx","display_name":"edX","score":0.5154},{"id":"https://openalex.org/keywords/student-behavior-analysis","display_name":"student behavior analysis","score":0.4801},{"id":"https://openalex.org/keywords/student-performance-analysis","display_name":"student performance analysis","score":0.2281},{"id":"https://openalex.org/keywords/machine-learning-in-education","display_name":"machine learning in education","score":0.2889},{"id":"https://openalex.org/keywords/student-graduation-prediction","display_name":"student graduation prediction","score":0.5389},{"id":"https://openalex.org/keywords/multimodal-learning-analytics","display_name":"multimodal learning analytics","score":0.7056},{"id":"https://openalex.org/keywords/grade-prediction","display_name":"grade prediction","score":0.3985},{"id":"https://openalex.org/keywords/learner-behavior","display_name":"learner behavior","score":0.2602},{"id":"https://openalex.org/keywords/academic-failure-prediction","display_name":"student failure prediction","score":0.7756},{"id":"https://openalex.org/keywords/online-learning-behavior","display_name":"online learning behavior","score":0.5513},{"id":"https://openalex.org/keywords/learning-performance-prediction","display_name":"learning outcome prediction","score":0.5261}],"legacy_keywords":"Educational Data Mining; Learning Analytics; Massive Open Online Courses; Predictive Analysis; Student Engagement; Machine Learning; MOOCs; Online Learning; Data-driven Education; Student Performance Prediction","ids":{"openalex":"https://openalex.org/T11122","wikipedia":"https://en.wikipedia.org/wiki/Educational_data_mining"},"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"},"siblings":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming"},{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations"},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing"},{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning"},{"id":"https://openalex.org/T12797","display_name":"History of Computing Technologies"},{"id":"https://openalex.org/T13541","display_name":"IoT-based Control Systems"},{"id":"https://openalex.org/T14100","display_name":"Scientific Research and Technology"},{"id":"https://openalex.org/T14114","display_name":"Digital Media and Philosophy"},{"id":"https://openalex.org/T14246","display_name":"E-Learning and Knowledge Management"}],"works_count":76841,"cited_by_count":570809,"works_api_url":"https://api.openalex.org/works?filter=topics.id:T11122","updated_date":"2026-10-22T03:01:35","created_date":"2024-01-23T15:27:09"}