Educational data mining (EDM) is a research field concerned with the application of data mining, machine learning and statistics to information generated...
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Data mining is the process of extracting and discovering patterns in large data sets involving methods at the intersection of machine learning, statistics...
46 KB (4,998 words) - 23:51, 18 October 2024
Learning Analytics. He is known for his role in establishing the educational data mining scientific community, for the Baker Rodrigo Ocumpaugh Monitoring...
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Data mining, the process of discovering patterns in large data sets, has been used in many applications. In business, data mining is the analysis of historical...
39 KB (4,817 words) - 02:23, 15 August 2024
Learning engineering (section Educational Data Mining)
John (2010-10-25). "A Data Repository for the EDM Community". Handbook of Educational Data Mining. Chapman & Hall/CRC Data Mining and Knowledge Discovery...
25 KB (2,746 words) - 00:02, 27 August 2024
Learning analytics (category Educational technology)
understand and optimize learning. Differentiating the fields of educational data mining (EDM) and learning analytics (LA) has been a concern of several...
59 KB (6,344 words) - 03:09, 29 May 2024
landing (EDL) Educational data mining Electronic document management Empirical dynamic modeling Enterprise data management Enterprise data modeling Enterprise...
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Data-driven instruction is an educational approach that relies on information to inform teaching and learning. The idea refers to a method teachers use...
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Teaching and Learning Enhancing Teaching and Learning through Educational Data Mining and Learning Analytics Expanding Evidence Approaches for Learning...
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Cluster analysis (redirect from Data clustering)
possible to manage law enforcement resources more effectively. Educational data mining Cluster analysis is for example used to identify groups of schools...
69 KB (8,833 words) - 02:05, 23 October 2024
Intelligent tutoring system (category Educational technology)
for explanations of the feedback provided by the student. Educational data mining Educational technology Evidence-based learning Learning objects Serious...
84 KB (11,460 words) - 16:02, 28 October 2024
Problem Solving Skills in Plants vs. Zombies 2" (PDF). International Educational Data Mining Society. Hodapp, Eli (August 14, 2013). "'Plants vs. Zombies 2:...
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Proceedings of the International Conference on Educational Data Mining. International Educational Data Mining Society. pp. 126–133. Mulqueeny, Kevin; Kostyuk...
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working on bridging the two formats.[citation needed] Ryan S. Baker Educational data mining Dragan Gasevic Arthur C. Graesser Learning analytics Learning sciences...
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world, data analysis plays a role in making decisions more scientific and helping businesses operate more effectively. Data mining is a particular data analysis...
86 KB (9,558 words) - 03:24, 16 October 2024
vectors computed from online tutoring data. In: EDM2008: 1st International Conference on Educational Data Mining, 20–21 June 2008, Montreal, Canada Jacques...
34 KB (4,427 words) - 01:51, 8 September 2024
Kenneth Koedinger (category American educational psychologists)
published in cognitive psychology, intelligent tutoring systems, and educational data mining, and his research group has repeatedly won "Best Paper" awards...
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rates of educational attainment by age, sex, race, and Hispanic origin. Differing at the regional and state levels, educational attainment data are shown...
64 KB (6,088 words) - 19:16, 2 September 2024
IEEE Transactions on Learning Technologies (category Educational technology journals)
formative and summative assessment; tools for learning analytics and educational data mining; ontologies for learning systems; standards and web services that...
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Massive open online course (category Open educational resources)
in MOOC Discussion Forums Affect Learning Gains". International Educational Data Mining Society. Archived from the original on 20 August 2017. Retrieved...
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Handbook of Learning Analytics. Learning analytics Learning sciences Educational data mining Ryan S. Baker Arthur C. Graesser George Siemens "P3 - Petri net...
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Social media mining is the process of obtaining data from user-generated content on social media in order to extract actionable patterns, form conclusions...
44 KB (4,365 words) - 22:53, 9 September 2024
learning games, including student agency, gender effects, game-based educational data mining, and the impact of feedback and hints on student learning. McLaren’s...
35 KB (3,614 words) - 14:37, 27 August 2024
6th International Conference on Educational Data Mining (EDM 2013) (pp. 161-169): International Educational Data Mining Society. Rau, M. A., Aleven, V...
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Best Student Paper Award at the 5th International Conference on Educational Data Mining 2013: Finalist for Best Paper Award at the 16th International Conference...
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Weka (software) (category Data mining and machine learning software)
book "Data Mining: Practical Machine Learning Tools and Techniques". Weka contains a collection of visualization tools and algorithms for data analysis...
11 KB (1,050 words) - 03:40, 14 August 2024
in Video Discussions (PDF). The 7th International Conference on Educational Data Mining. London. Retrieved 28 August 2019. "Education: New Learning Times...
15 KB (1,227 words) - 09:08, 13 June 2024
Albert T. Corbett (category American educational psychologists)
Tutor software. This work has been particularly influential in the educational data mining community—over half of the EDM conference papers published in 2011...
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Coal mining is the process of extracting coal from the ground or from a mine. Coal is valued for its energy content and since the 1880s has been widely...
78 KB (11,990 words) - 02:23, 28 September 2024
P-20 longitudinal data systems are state-level educational databases in the United States created to "capture, study and use student data from preschool...
4 KB (432 words) - 21:46, 3 March 2023