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1

Learning Analytics Methods and Tutorials
Saqr, Mohammed ; López-Pernas, Sonsoles

learning analytics metho... educational data mining quantitative methods in... social network analysis sequence analysis Process mining …
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2

Advanced Learning Analytics Methods
Saqr, Mohammed ; López-Pernas, Sonsoles

Open Access learning analytics learning analytics metho... educational data mining data mining with R predictive learning anal... …
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3

Advanced Learning Analytics Methods
Saqr, Mohammed ; López-Pernas, Sonsoles

Open Access learning analytics learning analytics metho... educational data mining data mining with R predictive learning anal... …
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4

Web-Centric Human Mobility Analytics: Methods, Applications, and Future Directions in the LLM Era
Zhang, Zijian ; Miao, Hao ; Liang, Yuxuan ; et al.
Companion Proceedings of the ACM on Web Conference 2025. :81-84

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5

Enhanced Learner Interactions and Academic Integrity with Bespoke Interactive Online Tutorials in a Hybrid Learning Model
Sul, Jay ; Piyathilaka, Lasitha ; Tahmoorian, Farzaneh ; et al.
2024 IEEE World Engineering Education Conference (EDUNINE) World Engineering Education Conference (EDUNINE), 2024 IEEE. :1-6 Mar, 2024

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6

Learning Analytics Intervention: A Review of Case Studies
Wong, Billy T.M. ; Li, Kam Cheong
2018 International Symposium on Educational Technology (ISET) ISET Educational Technology (ISET), 2018 International Symposium on. :178-182 Jul, 2018

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7

Tutorial on prescriptive analytics for logistics: What to predict and how to predict
Xuecheng Tian ; Ran Yan ; Shuaian Wang ; et al.
Electronic Research Archive, Vol 31, Iss 4, Pp 2265-2285 (2023)

machine learning predictive analytics prescriptive analytics optimization logistics Mathematics …
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8

Learning Analytics Methods and Tutorials ; 978-3-031-54464-4.pdf
Saqr, Mohammed ; López-Pernas, Sonsoles

learning analytics metho... educational data mining quantitative methods in... social network analysis sequence analysis Process mining …
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9

Is it a good move? Mining effective tutoring strategies from human–human tutorial dialogues
Lin, Jionghao ; Singh, Shaveen ; Sha, Lele ; et al.
In Future Generation Computer Systems February 2022 127:194-207

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10

In search for the most informative data for feedback generation: Learning analytics in a data-rich context
Tempelaar, Dirk T. ; Rienties, Bart ; Giesbers, Bas
In Computers in Human Behavior June 2015 47:157-167

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11

A hybrid-flipped course in numerical methods for chemical engineers
Lewin, Daniel R. ; Barzilai, Abigail
In Computers and Chemical Engineering April 2023 172

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12

Capturing the Wealth and Diversity of Learning Processes with Learning Analytics Methods
López-Pernas, Sonsoles ; Misiejuk, Kamila ; Kaliisa, Rogers ; et al.
Learning Analytics Methods and Tutorials ; page 1-14 ; ISBN 9783031544637 9783031544644

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13

Systematic Design for Effective Learning in Virtual Reality
Heinemann, Birte ; Gorzen, Sergej ; Schroeder, Ulrik
2022 International Conference on Advanced Learning Technologies (ICALT) ICALT Advanced Learning Technologies (ICALT), 2022 International Conference on. :341-343 Jul, 2022

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14

Using problem-based learning and learning analytics in open data education
Tambouris, Efthimios ; Hermans, Paul ; Tarrant, David ; et al.
Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age. :1-2

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15

Educational Data Analytics for Teachers and School Leaders
Mougiakou, Sofia ; Vinatsella, Dimitra ; Sampson, Demetrios ; et al.

Educational Data Analyti... Learning Analytics Teaching Analytics Instructional design Evidence based education Teachers' competence …
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16

Epistemic Network Analysis and Ordered Network Analysis in Learning Analytics
Tan, Yuanru ; Swiecki, Zachari ; Ruis, A. R. ; et al.
Tan, Y, Swiecki, Z, Ruis, A R & Shaffer, D 2024, Epistemic Network Analysis and Ordered Network Analysis in Learning Analytics. in M Saqr & S López-Pernas (eds), Learning Analytics Methods and Tutorials : A Practical Guide Using R. 1st edn, Springer, Cham Switzerland, pp. 569-636. https://doi.org/10.1007/978-3-031-54464-4_18

Epistemic network analys... Learning analytics Ordered network analysis Quantitative ethnography
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17

How to derive causal insights for digital commerce in China? A research commentary on computational social science methods
Phang, David C.W. ; Wang, Kanliang ; Wang, Qiuhong ; et al.
In Electronic Commerce Research and Applications May-June 2019 35

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