A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_URI::$config is deprecated
Filename: core/URI.php
Line Number: 102
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Router::$uri is deprecated
Filename: core/Router.php
Line Number: 128
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$benchmark is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$hooks is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$config is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$log is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$utf8 is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$uri is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$exceptions is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$router is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$output is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$security is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$input is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$lang is deprecated
Filename: core/Controller.php
Line Number: 83
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$db is deprecated
Filename: core/Loader.php
Line Number: 397
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_DB_mysqli_driver::$failover is deprecated
Filename: database/DB_driver.php
Line Number: 372
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$email is deprecated
Filename: core/Loader.php
Line Number: 1284
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 303
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: Warning
Message: session_set_cookie_params(): Session cookie parameters cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 328
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 355
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 365
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 366
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 367
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 368
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 426
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: Warning
Message: session_set_save_handler(): Session save handler cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 110
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: Warning
Message: session_start(): Session cannot be started after headers have already been sent
Filename: Session/Session.php
Line Number: 137
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$session is deprecated
Filename: core/Loader.php
Line Number: 1284
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Ion_auth_model::$identity_column is deprecated
Filename: models/Ion_auth_model.php
Line Number: 224
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/models/Ion_auth_model.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Ion_auth_model::$join is deprecated
Filename: models/Ion_auth_model.php
Line Number: 225
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/models/Ion_auth_model.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Ion_auth_model::$hash_method is deprecated
Filename: models/Ion_auth_model.php
Line Number: 228
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/models/Ion_auth_model.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Ion_auth_model::$message_start_delimiter is deprecated
Filename: models/Ion_auth_model.php
Line Number: 256
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/models/Ion_auth_model.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Ion_auth_model::$message_end_delimiter is deprecated
Filename: models/Ion_auth_model.php
Line Number: 257
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/models/Ion_auth_model.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$ion_auth_model is deprecated
Filename: core/Loader.php
Line Number: 359
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/libraries/Ion_auth.php
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$ion_auth is deprecated
Filename: core/Loader.php
Line Number: 1284
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$templates is deprecated
Filename: core/Loader.php
Line Number: 1284
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$Xlog_model is deprecated
Filename: core/Loader.php
Line Number: 359
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Home::$Blog_model is deprecated
Filename: core/Loader.php
Line Number: 359
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$load is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$benchmark is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$hooks is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$config is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$log is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$utf8 is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$uri is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$exceptions is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$router is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$output is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$security is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$input is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$lang is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$db is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$email is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$session is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$ion_auth_model is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$ion_auth is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$templates is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$Xlog_model is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$Blog_model is deprecated
Filename: core/Loader.php
Line Number: 932
Backtrace:
File: /home/diengcyber/virtuallab.diengcyber.com/application/controllers/Home.php
File: /home/diengcyber/virtuallab.diengcyber.com/index.php
VirtualLab Programming
About
Sistem e-learning yang kami kembangkan merupakan platform inovatif
yang menyediakan lingkungan belajar interaktif bagi siswa untuk mempraktikkan pemrograman
melalui fitur IDE virtual laboratorium. Platform ini juga dilengkapi dengan sistem pemantauan
aktivitas siswa berbasis log file yang menggunakan algoritma machine learning yaitu k-means
untuk analisis. Fitur utama dari platform ini termasuk IDE virtual laboratorium yang mendukung
saat ini bahasa pemrograman, seperti PHP, HTML, CSS, dengan integrasi penuh untuk pengkodean,
debugging, dan pengujian. Setiap siswa diberikan lingkungan kode yang terisolasi memastikan
keamanan dan konsistensi dalam pengalaman belajar.
Sistem pemantauan aktivitas siswa secara otomatis merekam dan
menganalisis aktivitas pengguna, termasuk interaksi dengan materi, waktu belajar, dan penggunaan
IDE. Log aktivitas ini dianalisis menggunakan algoritma machine learning K-Meanas untuk
memetakan perilaku siswa, memungkinkan pengenalan tingkat pemahaman yang berbeda dan pengiriman
umpan balik yang disesuaikan. Dengan integrasi yang mulus antara fitur IDE virtual laboratorium
dan pemantauan aktivitas siswa, platform kami memberikan pengalaman belajar yang berfokus pada
pengembangan keterampilan pemrograman yang praktis dan pembelajaran yang dipersonalisasi.
Keseluruhan, sistem e-learning ini bertujuan untuk meningkatkan efektivitas dan efisiensi dalam
proses pembelajaran pemrograman secara online yang mana dapat digunakan untuk pemantauan
praktikum dan kemampuan siswa.
Register!
Profil Pengembang
Saya Indra Maulana, mahasiswa S3 di Universitas Negeri Yogyakarta, Program Studi Pendidikan
Teknologi dan Kejuruan. Sebagai seorang dosen di perguruan tinggi swasta di Kota Cirebon,
pengalaman saya dalam dunia pendidikan telah meliputi beberapa aspek, dari Pendidikan Teknologi
Informasi dan Komunikasi pada tingkat S1 hingga Teknik Informatika di tingkat S2.
Minat saya pada penelitian ini berawal dari pandemi COVID-19, yang memaksa peralihan
pembelajaran ke platform online. Dalam konteks ini, saya mulai mempertimbangkan solusi untuk
mengatasi hambatan dalam pembelajaran praktikum, terutama pada mata kuliah Algoritma dan
Pemrograman. Saya percaya bahwa pengembangan virtual laboratorium pemrograman atau integrasi IDE
Coding editor pada platform e-learning, serta evaluasi aktivitas belajar siswa berdasarkan teori
taksonomi Bloom, akan menjadi solusi yang efektif.
Saya sangat yakin bahwa penelitian ini memiliki potensi besar untuk menjadi solusi dalam
pembelajaran jarak jauh, khususnya dalam konteks pembelajaran praktik yang memerlukan interaksi
langsung. Dengan pendekatan yang tepat, kita dapat menciptakan lingkungan pembelajaran yang
efektif dan menyeluruh, bahkan di era digital seperti sekarang. Dalam penelitian ini, saya
menggunakan metode SCRUM sebagai pendekatan pengembangan. Metode ini memungkinkan saya untuk
mengelola proyek dengan lebih efisien dan adaptif terhadap perubahan, sehingga memastikan bahwa
hasil akhir penelitian dapat mencapai tujuan yang diinginkan dengan baik.
Hasil dari penelitian ini dapat menjadi sumbangan berharga bagi pengetahuan dan pemahaman dalam
bidang pembelajaran jarak jauh dengan pemanfaatan logfile serta machine learning dalam
pengembangan platform e-learning, dan integrasi teknologi dalam pendidikan. Harapan peneliti,
Hal ini dapat menginspirasi penelitian-penelitian selanjutnya dalam topik yang serupa.
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