Learning Pathway Intelligence for Personalized Learning: A Sequential Pattern Mining and Markov Chain Analysis of LMS Event Logs

Συγγραφείς: Maulany, Gerzon Jokomen, Betaubun, Martha, Budiasto, Jarot, Waluyo, Prihadi Beny

Πηγή: 2026 13th International Conference on ICT for Smart Society (ICISS) ICT for Smart Society (ICISS), 2026 13th International Conference on. :1-6 Aug, 2026

Relation: 2026 13th International Conference on ICT for Smart Society (ICISS)

Analysis of EEG microstate transition patterns and multi-instance learning-based recognition model for depression.

Συγγραφείς: Zhang, Wanxin¹ (AUTHOR), Li, Wenjie² (AUTHOR), Fan, Xuemei³ (AUTHOR), Wang, Suhong⁴ (AUTHOR), Zou, Ling^1,2 (AUTHOR) zouling@cczu.edu.cn

Πηγή: Medical & Biological Engineering & Computing. Sep2026, p1-21. 21p.

Θεματικοί όροι: Sequential pattern mining, Electroencephalography, Mental depression, Machine learning, Classification of mental disorders

Mining Point-of-No-Return Boundaries in Constrained Dynamical Systems via Counterfactual Auditing

Συγγραφείς: Liu, Jia, Luo, Jiaxin, Ai, Lejun, Wang, Yue, Lan, Enpeng, Li, Yulong, Li, Zongyu, Zhang, Fuxin, Liu, Siyuan, Hu, Long, Hao, Yixue, Chen, Min

Πηγή: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. :3198-3209

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3770855.3818127

FNP-Miner: Fuzzy Three-Way Nonoverlapping Sequential Pattern Mining

Συγγραφείς: Wu, Y., Qiao, Y., Liu, J., Li, Y., Liu, C., Wei, J., Wang, W.

Πηγή: IEEE Transactions on Fuzzy Systems IEEE Trans. Fuzzy Syst. Fuzzy Systems, IEEE Transactions on. 34(10):3334-3348 Oct, 2026

OPM-Miner: One-Off Sequential Pattern Mining for Multivariate Time Series Analysis

Συγγραφείς: Wu, Y., Liu, Y., Li, Y., Liu, J., Shen, C., Zhang, Y., Wu, X.

Πηγή: IEEE Transactions on Emerging Topics in Computational Intelligence IEEE Trans. Emerg. Top. Comput. Intell. Emerging Topics in Computational Intelligence, IEEE Transactions on. 10(5):3519-3530 Oct, 2026

CoNR-Miner: Self-Adaptive Co-Occurrence Nonoverlapping Sequential Rule Mining

Συγγραφείς: Li, Y., He, M., Wei, J., Wu, Y.

Πηγή: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 38(9):5721-5735 Sep, 2026

MIST: Microservices Identification from Sequential Traces

Συγγραφείς: Mohottige, Thakshila Imiya, Polyvyanyy, Artem, Fidge, Colin, Buyya, Rajkumar, Barros, Alistair

Πηγή: 2026 IEEE International Conference on Web Services (ICWS) ICWS Web Services (ICWS), 2026 IEEE International Conference on. :581-591 Jul, 2026

Relation: 2026 IEEE International Conference on Web Services (ICWS)

Mining Periodic Closed High-Utility Sequential Patterns

Συγγραφείς: Bhattarai, Madhab, Dinh, Tai

Πηγή: 2026 Third International Conference on Innovations in Cybersecurity and Data Science (ICICDS) Innovations in Cybersecurity and Data Science (ICICDS), 2026 Third International Conference on. :1658-1665 Jun, 2026

Relation: 2026 Third International Conference on Innovations in Cybersecurity and Data Science (ICICDS)

Interpretable Sequence Classification via Decision Set

Συγγραφείς: Li, P., Dong, J., Jiang, M., Liu, X., Hu, L., He, Z.

Πηγή: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 38(5):2927-2939 May, 2026

A hybrid Markov chain and AI approach for mining frequent multidimensional Temporal Association Rules

Συγγραφείς: Tebourski, Wafa

Πηγή: 2026 Intelligence in Business and Industry (IBI) Business and Industry (IBI), 2026 Intelligence in. :1-8 Apr, 2026

Relation: 2026 Intelligence in Business and Industry (IBI)

Sequential Pattern Mining of Fire Incident Escalation and High-Damage Precursors in Central Luzon: a Provincial and Municipal Scale Analysis

Συγγραφείς: Castro, Mark Anthony A., Maniago, Vernon Grace M., De Leon, Aileen P., Tiria, Genesis C., Mallari, Christian S., Medina, Jonh Ray B., Miranda, John Paul P.

Πηγή: 2026 11th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA) Cloud Computing and Big Data Analytics (ICCCBDA), 2026 11th International Conference on. :348-353 Apr, 2026

Relation: 2026 11th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA)

Generalizability of Sequential Patterns in Educational Data: The Impacts of Interestingness Metrics and Generalization

Συγγραφείς: Peng, Tianwei, Song, Jinwang, Yu, Sijing, Zhang, Yingbin

Πηγή: 2026 8th International Conference on Computer Science and Technologies in Education (CSTE) Computer Science and Technologies in Education (CSTE), 2026 8th International Conference on. :1015-1019 Apr, 2026

Relation: 2026 8th International Conference on Computer Science and Technologies in Education (CSTE)

Do Sequential Pattern Occurrences of Online Learning Behaviors Add Value to Dropout Predictions in MOOCs?

Συγγραφείς: Yu, Sijing, Peng, Tianwei, Zhang, Sijie, Lin, Dianji, Song, Jinwang, Zhang, Yingbin

Πηγή: 2026 8th International Conference on Computer Science and Technologies in Education (CSTE) Computer Science and Technologies in Education (CSTE), 2026 8th International Conference on. :953-957 Apr, 2026

Relation: 2026 8th International Conference on Computer Science and Technologies in Education (CSTE)

Examining Student Interactions with a Pedagogical AI-Assistant for Essay Writing and their Impact on Students’ Writing Quality

Συγγραφείς: Febriantoro, Wicaksono, Zhou, Qi, Suraworachet, Wannapon, Bulathwela, Sahan, Gauthier, Andrea, Millan, Eva, Cukurova, Mutlu

Πηγή: Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference. :193-204

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3785022.3785048

Scaffolding Reshapes Dialogic Engagement in Collaborative Problem Solving: Comparative Analysis of Two Approaches

Συγγραφείς: Wong, Kester Yew Chong, Feng, Shihui, Bulathwela, Sahan, Cukurova, Mutlu

Πηγή: Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference. :227-238

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3785022.3785053

Uncovering Students’ Inquiry Patterns in GenAI-Supported Clinical Practice: An Integration of Epistemic Network Analysis and Sequential Pattern Mining

Συγγραφείς: Wei, Jiameng, Dang, Dinh Khanh, Yang, Kaixun, Stokes, Emily, Mazeh, Amna, Lim, Angelina, Dai, David Wei, Moore, Joel, Fan, Yizhou, Gasevic, Danijela, Gasevic, Dragan, Chen, Guanliang

Πηγή: Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference. :261-271

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3785022.3785059

Teacher Characteristics Shape Engagement and Outcomes in Online Professional Learning Environments

Συγγραφείς: Lee, Haejin, Jeng, Amos, Burns, Sarah, Bates, Meg, Moran, Cheryl, Kearfott, Hana, Reyes-Denis, Tiffany, Cimpian, Joseph, Vythoulkas, George, Bosch, Nigel, Perry, Michelle

Πηγή: Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference. :315-324

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3785022.3785069

Capturing and sharing know-how through visual process representations: a human-Centred approach to teacher workflows.

Συγγραφείς: Fernandez-Nieto, Gloria M.¹ (AUTHOR) gloriamilena.fernandeznieto@monash.edu, Echeverria, Vanessa^1,2 (AUTHOR), Li, Yuheng¹ (AUTHOR), Tsai, Yi-Shan¹ (AUTHOR), Sha, Lele³ (AUTHOR), Chen, Guanliang¹ (AUTHOR), Gašević, Dragan¹ (AUTHOR), Swiecki, Zachari¹ (AUTHOR)

Πηγή: Behaviour & Information Technology. Feb2026, p1-30. 30p. 16 Illustrations.

Θεματικοί όροι: *Workflow, *Flow charts, *Knowledge management, Sequential pattern mining, Knowledge transfer, Educational technology, User-centered system design, Higher education

Hybrid Sequential Pattern Mining and Machine Learning for Context-Aware Event Prediction in IoT

Συγγραφείς: Goyal, Pooja, Helmholz, Bradley, Tran, Trinh, Arnob, Farhan Rahman, Bryce, Renee

Πηγή: 2026 IEEE 16th Annual Computing and Communication Workshop and Conference (CCWC) Computing and Communication Workshop and Conference (CCWC), 2026 IEEE 16th Annual. :0917-0923 Jan, 2026

Relation: 2026 IEEE 16th Annual Computing and Communication Workshop and Conference (CCWC)

AI-Driven Retail Replenishment: Deriving Patterns and Adaptive Policies from Sales and External Data Streams

Συγγραφείς: Guru, Dhivya

Πηγή: 2025 5th International Conference of Science and Information Technology in Smart Administration (ICSINTESA) Science and Information Technology in Smart Administration (ICSINTESA), 2025 5th International Conference of. :475-481 Nov, 2025

Relation: 2025 5th International Conference of Science and Information Technology in Smart Administration (ICSINTESA)