Pemanfaatan Plaform Pemrograman Daring dalam Pembelajaran Probabilitas dan Statistika di Masa Pandemi CoVID-19

Daniel Febrian Sengkey, Feisy Diane Kambey, Salvius Paulus Lengkong, Salaki Reynaldo Joshua, Henry Valentino Florensius Kainde

Abstract


Sejak akhir tahun 2019, dunia menghadapi ancaman dari sebuah virus baru yang dikenal sebagai novel Corona virus, yang kemudian dinamai ulang sebagai SARS-CoV-2. Karena sifat penularannya, maka pembatasan sosial diambil sebagai langkah untuk memperlambat penyebaran virus tersebut. Segala sesuatu harus dilakukan dari jarak jauh, tanpa kontak fisik secara langsung, kecuali untuk kondisi-kondisi tertentu. Oleh karenanya, berbagai hal harus dilakukan dari rumah, termasuk belajar dan mengajar. Makalah ini membahas tentang penggunaan platform pemrograman daring dalam mendukung proses belajar-mengajar pada mata kuliah Probabilitas dan Statistika, yang diselenggarakan pada Program S1 Teknik Informatika, Universitas Sam Ratulangi, Manado.

Keywords


blended learning; flipped classroom; covid-19 pandemic; probability and statistics; jupyterhub; google colab

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References


“Naming the coronavirus disease (COVID-19) and the virus that causes it.” [Online]. Available: https://www.who.int/emergencies/diseases/novel-coronavirus-2019/technical-guidance/naming-the-coronavirus-disease-(covid-2019)-and-the-virus-that-causes-it

D. Cucinotta and M. Vanelli, “WHO declares COVID-19 a pandemic,” pp. 157–160, 2020. [Online]. Available: https://pubmed.ncbi.nlm.nih.gov/32191675/

“Transmission of SARS-CoV-2: implications for infection prevention precautions,” jul 2020. [Online]. Available: https://www.who.int/news-room/commentaries/detail/transmission-of-sars-cov-2-implications-for-infection-prevention-precautions

The Lancet Respiratory Medicine, “COVID-19 transmission—up in the air,” The Lancet Respiratory Medicine, vol. 8, no. 12, p. 1159, dec 2020. [Online]. Available: https://www.https://linkinghub.elsevier.com/retrieve/pii/S2213260020305142

K. Regmi and C. M. Lwin, “Impact of social distancing measures for preventing coronavirus disease 2019 [COVID-19]: A systematic review and meta-analysis protocol,” medRxiv, p. 2020.06.13.20130294, jun 2020, preprint. [Online]. Available: https://doi.org/10.1101/2020.06.13.20130294

“Surat Edaran Rektor No. 2392/UN12/KP/2020,” Manado, Maret 2020.

M. Dougiamas and P. Taylor, “Moodle: Using Learning Communities to Create an Open Source Course Management System,” in Proceedings of EdMedia + Innovate Learning 2003, D. Lassner and C. McNaught, Eds. Honolulu, Hawaii, USA: Association for the Advancement of Computing in Education (AACE), 2003, pp. 171–178.

S. D. E. Paturusi, Y. Chisaki, and T. Usagawa, “Development and Evaluation of the Blended Learning Courses at Sam Ratulangi University in Indonesia,” International Journal of e-Education, eBusiness, e-Management and e-Learning, vol. 2, no. 3, pp. 242–246, 2012. [Online]. Available: http://www.ijeeee.org/show-31-360-1.html

S. D. E. Paturusi, T. Usagawa, and A. S. M. Lumenta, “A study of students’ satisfaction toward blended learning implementation in higher education institution in Indonesia,” in 2016 International Conference on Information & Communication Technology and Systems (ICTS). IEEE, 2016, pp. 220–225. [Online]. Available: http://ieeexplore.ieee.org/document/7910302/

S. T. G. Kaunang and T. Usagawa, “A New Approach for Delivering e-Learning Complex Courses in Indonesia,” International Journal of e-Education, e-Business, e-Management and e-Learning, vol. 7, no. 2, pp. 132–145, 2017. [Online]. Available: http: //www.ijeeee.org/show-65-806-1.html

S. T. G. Kaunang and J. M. Pertiwi, “Portray of Student Preference on e-Learning Complex Course Based on Gender,” in Proceedings of the 10th International Conference on EEducation, E-Business, E-Management and E-Learning - IC4E ’19. Tokyo, Japan: ACM Press, 2019, pp. 23–27. [Online]. Available: https://dl.acm.org/citation.cfm?doid=3306500.3306529

C. T. Gozali, S. D. E. Paturusi, and A. M. Sambul, “Studi Preferensi Mahasiswa terhadap Jenis Media Pembelajaran Daring,” Jurnal Teknik Informatika, vol. 13, no. 4, pp. 39–46, 2018. [Online]. Available: https://ejournal.unsrat.ac.id/index.php/informatika/article/view/24115

D. F. Sengkey, S. D. E. Paturusi, A. M. Sambul, and C. T. Gozali, “A Survey on Students’ Interests toward On-line Learning Media Choices (A Case Study from the Operations Research Course in the Department of Electrical Engineering, UNSRAT),” International Journal for Educational and Vocational Studies, vol. 1, no. 2, pp. 146–152, jun 2019. [Online]. Available: http://ojs.unimal.ac.id/index.php/ijevs/article/view/1527

D. F. Sengkey, S. D. E. Paturusi, and A. M. Sambul, “Identifying Students’ Pre-Classroom Behaviors in a Flipped Learning Environment,” Journal of Sustainable Engineering: Proceedings Series, vol. 1, no. 2, pp. 143–149, sep 2019. [Online]. Available: http://seps.unsrat.ac.id/journals/index.php/joseps/article/view/19

D. F. Sengkey, S. D. E. Paturusi, and A. M. Sambul, “Perbandingan Akses Mahasiswa terhadap Media Pembelajaran Daring dalam Penerapan Flipped Classroom,” Jurnal Teknik Elektro dan Komputer, vol. 9, no. 1, pp. 31–38, jun 2020. [Online]. Available: https://ejournal.unsrat.ac.id/index.php/elekdankom/article/view/28634

D. F. Sengkey, A. M. Sambul, and S. D. E. Paturusi, “Penilaian Mahasiswa terhadap Jenis Media Pembelajaran dalam Penerapan Flipped Classroom,” Jurnal Teknik Elektro dan Komputer, vol. 8, no. 2, pp. 103–110, aug 2019. [Online]. Available: https://ejournal.unsrat.ac.id/index.php/elekdankom/article/view/25029

Dokumen Kurikulum Pendidikan Tinggi Program Sarjana pada Program Studi Teknik Informatika. Universitas Sam Ratulangi, 2019.

J. Brown, “Using Jupyterhub in the Classroom : Setup and Lessons Learned,” International Journal of Software Engineering & Applications, vol. 9, no. 2, pp. 01–08, mar 2018. [Online]. Available: http://aircconline.com/ijsea/V9N2/9218ijsea01.pdf

A. Erokhin and A. Zarochentsev, “Experiments with jupyterhub at the saint petersburg state university,” in Selected Papers of the 8th International Conference ””Distributed Computing and Grid-Technologies in Science and Education””, GRID 2018, ser. CEUR Workshop Proceedings. RWTH Aachen University, Dec. 2018, pp. 252–256.

A. Erokhin and A. Zarochentsev, “JupyterLab at the Saint Petersburg State University,” Journal of Physics: Conference Series, vol. 1525, no. 1, p. 012062, apr 2020. [Online]. Available: https://iopscience.iop.org/article/10.1088/1742-6596/1525/1/012062

E. Bisong, “Google Colaboratory,” in Building Machine Learning and Deep Learning Models on Google Cloud Platform. Berkeley, CA: Apress, 2019, pp. 59–64. [Online]. Available: https://link.springer.com/chapter/10.1007/978-1-4842-4470-8 7

T. Kluyver, B. Ragan-Kelley, F. Perez, B. Granger, M. Bussonnier, J. Frederic, K. Kelley, J. Hamrick, J. Grout, S. Corlay, P. Ivanov, D. Avila, S. Abdalla, and C. Willing, “Jupyter Notebooks—a publishing format for reproducible computational workflows,” in Positioning and Power in Academic Publishing: Players, Agents and Agendas - Proceedings of the 20th International Conference on Electronic Publishing, ELPUB 2016. IOS Press BV, 2016, pp. 87–90.

J. B. Hamrick, “Creating and Grading IPython/Jupyter Notebook Assignments with NbGrader,” in Proceedings of the 47th ACM Technical Symposium on Computing Science Education. New York, NY, USA: ACM, feb 2016, pp. 242–242. [Online]. Available: https://dl.acm.org/doi/10.1145/2839509.2850507

J. B. Hamrick, “Demonstrations Creating and Grading IPython/Jupyter Notebook Assignments with NbGrader,” in Proceedings of the 47th ACM Technical Symposium on Computing Science Education. New York, NY, USA: ACM, feb 2016, pp. 242–242. [Online]. Available: https://dl.acm.org/doi/10.1145/2839509.2850507

Project Jupyter, D. Blank, D. Bourgin, A. Brown, M. Bussonnier, J. Frederic, B. Granger, T. Griffiths, J. Hamrick, K. Kelley, M. Pacer, L. Page, F. Perez, B. Ragan-Kelley, J. Suchow, and C. Willing, “nbgrader: A Tool for Creating and Grading Assignments in the Jupyter Notebook,” Journal of Open Source Education, vol. 2, no. 11, p. 32, jan 2019. [Online]. Available: https://jose.theoj.org/papers/10.21105/jose.00032

A. Cardoso, J. Leitao, and C. Teixeira, “Using the Jupyter Notebook as a Tool to Support the Teaching and Learning Processes in Engineering Courses,” in Advances in Intelligent Systems and Computing, vol. 917. Springer Verlag, sep 2019, pp. 227–236. [Online]. Available: https://link.springer.com/chapter/10.1007/978-3-030-11935-5 22

R Core Team, “R: A Language and Environment for Statistical Computing,” Vienna, Austria, 2020. [Online]. Available: https://www.r-project.org/

L. Lamport, LATEX: a document preparation system. Reading, MA: Addison-Wesley Pub. Co., 1986.




DOI: https://doi.org/10.35793/jti.15.3.2020.31685

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Published by  Informatics Engineering Study Program, Sam Ratulangi University, Manado, p-ISSN : 2301-8364 dan e-ISSN : 2685-6131