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TRANSFORMASI DIGITAL
DALAM PEMBELAJARAN
JARAK JAUH
Making Higher Education Open to All
Mohamad Yunus
(yunus@ecampus.ut.ac.id
)
Tuti Purwoningsih
(tuti@ecampus.ut.ac.id)
Simposium Jabatan Fungsional PTP,
Pusat Data dan Teknologi Informasi (Pusdatin), Kemdikbudristek
Pullman Hotel Jakarta, 24 November 2022
SEKILAS TENTANG PJJ,
PTTJJ, ONLINE
LEARNING,
& UNIVERSITAS TERBUKA
Pendidikan Tinggi
Terbuka Jarak Jauh
(PJJ) UT
• Motif Pendirian:
✔ Pendidikan tinggi hak segenap anak
bangsa
✔ Peningkatan akses & pemerataan
peluang pendidikan tinggi berkualitas
tanpa terkendala tahun ijazah, usia,
jarak domisili, waktu, dan limitasi biaya
https://www.republika.co.id/berita/q21sb8423/apeksi-pemerataan-pendidikan-butuh-waktu
Pendidikan Tinggi
Terbuka Jarak Jauh
(PJJ) UT
• Karakteristik
✔ Opennes: Terbuka untuk segenap anak
bangsa
✔ Accessible: Siapapun dapat menempuh
✔ Flexible: Tanpa tes masuk, bebas
menentukan masa studi (tanpa DO), jadwal,
& modus kuliah
✔ Affordable: Tidak boleh mahal
Distance learning
Open
learning
PTTJJ
(ODL)
Distance Learning ≠ Open Learning
Open Learning ≥ Distance Learning
Distance Learning ≥ Online Learning
Online
Learning
Keterpisahan jarak antara
peserta didik & pendidik
Pengertian
Phylosopical Foundation
Lifelong
Learning
Equity
Education
for All
▪ Access
▪ Openness
▪ Affordability
Profil Program Studi - UT
1 1
32
7
2
D3 D4 S1 S2 S3
Jumlah Program Studi Per Jenjang
Profil Mahasiswa UT
299,294
323,567
302,722
317,422315,581
342,758346,771
412,768
-
50,000
100,000
150,000
200,000
250,000
300,000
350,000
400,000
450,000
20191 20192 20201 20202 20211 20212 20221 20222
JUMLAH MAHASISWA REGISTRASI
Mengimplementasikan
Learning Delivery Mode
Pembelajaran melalui Daring
url address
e-library
other
student e-test
e-assignment
e-services
STUDENT
e-teachers
Distance
Learning
ONLINE
LEARNIN
G
REMOTE
LEARNIN
G
?
Untuk Apa Penerapan
Online Learning?
Reflective
Questions
Penerapan OL pada MK:
Total, Parsial, atau Tertentu?
Modus Pembelajaran: Sinkonus,
Asinkronus, atau Blended?
Kapasitas Sumber Daya: SDM, Bahan
Belajar, Infrastuktur & Internet, dsb
Status Penerapan: Utuh atau parsial
aspek pembelajaran?
The Framework
Anderson, 2005
Bgmn Posisi Online Learning?
Stude
nt
Curriculum
Instruction
Asessment
Quality of Process, Output,
& Outcome
Curriculum, Instruction,
& Asessment Allignment
ONLINE LEARNING IS AS
A GOAL, TOOL, BRAND?
KOMPONEN Pembelajaran
OBJECTIVES
Selecting of
Learning
Experiences
(LE)
ORGANIZING
OF LE
Evaluation of
Achievements
(Tyler, 1949)
Dampak Pembelajaran dalam OL
Based on Anderson, 2005
Instruction
al Effects
CPM/CP
L
Basic Learning Principles
Online learning is LEARNING
All learning principles applied to online learning
All teaching principles applied to online teaching
Basic Learning Principles
All learning-teaching principles applied to ODL
INTERACTION
(Student Learning Experiences)
Behaviorism Constructivism Connectivism
(Pedagogy Andragogy)
Metode Pembelajaran dalam OL?
Meaningfull
Less Meaningfull
Student-Centered
Teacher-Centered
▪ Rote learning
▪ Asking question
▪ Summarizing
▪ Receptive learning
▪ Collaborative learning
▪ Problem solving
▪ Creating project
▪ Contextualization
▪ Case study
▪ Thematic Study
▪ Portfolio
Online Learning Materials
• Pre-produced, self-explanatory,
self-instructional & Self-
contained
• Compilation
– Developed using various
sources based on
curriculum and syllaby
– Text-based (with still
images), multi media,
Multimedia; one-way,
interactive, video-based, live
broadcased lectures
– Students Guides
Trends due to:
Open Educational
Resources (OERs)
Convergence of F2F and - Distance/Online Learning
Based on:
Bates and Poole, 2003
Cyber learning –
cyber university
Deployment Type
BEST PRACTICE: OPEN DISTANCE LEARNING
TRANSFORMASI DIGITAL
DI UNIVERSITAS
TERBUKA
Transformasi Digital dalam Pendidikan
Transforma
si Digital
dalam
Pendidikan
Remote
Proctoring
Video
Conference
untuk
Pembelajara
n Online
AR/VR untuk
Pengalaman
Pembelajara
n yang lebih
baik
Smart
Classroom
Adaptive
Learning
AI Chatbot's
Transformasi Digital:
“ Pemanfaatan teknologi digital untuk memungkinkan
peningkatan pendidikan yang besar, meningkatkan
pengalaman pembelajar dan instruktur, dan menciptakan
model instruksional baru melalui kebijakan, perencanaan,
kemitraan , dan dukungan (Gregory Vial, 2019)”
Transformasi Digital membantu institusi pendidikan tinggi
beroperasi secara efektif, tetap kompetitif di dunia yang
semakin digital, dan mempersiapkan pelajar untuk tempat kerja
digital.
https://www.leewayhertz.com/digital-transformation-in-education/
PLATFORM DIGITAL LEARNING
ECOSYSTEM
Ekosistem digital: sekelompok sumber daya
teknologi informasi yang saling berhubungan
yang dapat berfungsi sebagai satu kesatuan.
Ekosistem digital terdiri dari pemasok,
pelanggan, mitra dagang, aplikasi, penyedia
layanan data pihak ketiga, dan semua
teknologi terkait. Interoperabilitas adalah kunci
keberhasilan ekosistem.
Manfaat:
▪ Adopsi teknologi lebih cepat.
▪ Menghasilkan sumber pendapatan baru.
▪ Penurunan biaya dengan proses bisnis
yang lebih baik
(https://www.sobatambisius.com/2021/11/apa-itu-ekosistem-digital-
beserta-jenis).html
• Sejak 1995, UT mengimplementasikan e-Learning
menggunakan:
– Milis
– Bulletin Board
– Blackboard
– WebCT
– Manhattan Virtual Classroom
– Atutor
– Moodle (mulai 2003)
Universitas Terbuka Experiences
Bahan Ajar Digital (BAI)
Bahan Ajar Digital (BAI)
UT-Verse
UT-Verse
Praktik Pengalaman Beracara Mahasiswa S1 Hukum
Augmented / Virtual Reality
Online Proctoring
Sistem ujian online
berbasis web yang
dilengkapi dengan aplikasi
berbasis online
proctoring dan semi online
proctoring.
01
Discussion Forum
One of the modes in online
learning (Hrastinski, 2008)
(Onyema, 2019)
Principally, distance
learning was online
learning (Belawati, 2020)
Rubric
Rubric scores are important in
essay grading
(Kumar & Boulanger, 2020)
04
Discussion Forum
an assessment
indicator
02
Essay Scoring
Currently still manual
03
Algoritma AES
Many studies related to
optimizing AES
performance by
implementing machine
learning and NLP
Deep Learning:
RNN, LSTM, W2V, BERT
06
AUTOMATIC ESSAY SCORING FOR DISCUSSION FORUM
(Bachriah Fatwa Dhini – Unggul Utan Sufandi – Heny Kurniawati, 2022)
Keyword Level
Representation
Respon KeyBERT
Rubric Cosine Similarity
Keyword
Similarity
Keyword Level
Representation
Keyword Level
Representation
Rubric
Representation
KEYWORD EXTRACTION
(Bachriah Fatwa Dhini – Unggul Utan Sufandi – Heny Kurniawati, 2022)
Top 5 E-learning Trends
Mentioned by 57 E-learning experts in the US
Micro Learning Short, focus, and fun; Adults prefer to learn on demand, just in
time, & on the go
Video Vision dominates all other senses
Artificial
Intelligence (AI)
AI can make accurate recommendations based on where the
learner is at in their knowledge journey, so machine learning
will start guide developers ad learners for optimizing learning
Augmented Reality
(AR)
AU can provide real-time, on site, step by step visual guidance
for complex tasks
Mobile We are in the mobile space where everyone has a phone
(Bryan Jones, Elearning Art, Dec 2017)
Accreditation &
Credentialization
Convergence of informal, nonformal and formal learning
Pre-Req of Online Education
Institutional Provider:
• Top management
commitment
• Good IT
infrastructure
• Capable & Internet
access
• Capable Human
resources
✔IT literacy
✔Online teaching
competency &
habits
Learners:
• Good Internet
access
• IT literacy
• Online learning
habits
Terima
Kasih

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24Nov22_UT_Wr1_Simposium-PTP_TransformasiDigital.pptx

  • 1. TRANSFORMASI DIGITAL DALAM PEMBELAJARAN JARAK JAUH Making Higher Education Open to All Mohamad Yunus (yunus@ecampus.ut.ac.id ) Tuti Purwoningsih (tuti@ecampus.ut.ac.id) Simposium Jabatan Fungsional PTP, Pusat Data dan Teknologi Informasi (Pusdatin), Kemdikbudristek Pullman Hotel Jakarta, 24 November 2022
  • 2. SEKILAS TENTANG PJJ, PTTJJ, ONLINE LEARNING, & UNIVERSITAS TERBUKA
  • 3. Pendidikan Tinggi Terbuka Jarak Jauh (PJJ) UT • Motif Pendirian: ✔ Pendidikan tinggi hak segenap anak bangsa ✔ Peningkatan akses & pemerataan peluang pendidikan tinggi berkualitas tanpa terkendala tahun ijazah, usia, jarak domisili, waktu, dan limitasi biaya https://www.republika.co.id/berita/q21sb8423/apeksi-pemerataan-pendidikan-butuh-waktu
  • 4. Pendidikan Tinggi Terbuka Jarak Jauh (PJJ) UT • Karakteristik ✔ Opennes: Terbuka untuk segenap anak bangsa ✔ Accessible: Siapapun dapat menempuh ✔ Flexible: Tanpa tes masuk, bebas menentukan masa studi (tanpa DO), jadwal, & modus kuliah ✔ Affordable: Tidak boleh mahal
  • 5. Distance learning Open learning PTTJJ (ODL) Distance Learning ≠ Open Learning Open Learning ≥ Distance Learning Distance Learning ≥ Online Learning Online Learning Keterpisahan jarak antara peserta didik & pendidik Pengertian
  • 7. Profil Program Studi - UT 1 1 32 7 2 D3 D4 S1 S2 S3 Jumlah Program Studi Per Jenjang
  • 10. Pembelajaran melalui Daring url address e-library other student e-test e-assignment e-services STUDENT e-teachers
  • 12. Untuk Apa Penerapan Online Learning? Reflective Questions Penerapan OL pada MK: Total, Parsial, atau Tertentu? Modus Pembelajaran: Sinkonus, Asinkronus, atau Blended? Kapasitas Sumber Daya: SDM, Bahan Belajar, Infrastuktur & Internet, dsb Status Penerapan: Utuh atau parsial aspek pembelajaran?
  • 14. Bgmn Posisi Online Learning? Stude nt Curriculum Instruction Asessment Quality of Process, Output, & Outcome Curriculum, Instruction, & Asessment Allignment ONLINE LEARNING IS AS A GOAL, TOOL, BRAND?
  • 16. Dampak Pembelajaran dalam OL Based on Anderson, 2005 Instruction al Effects CPM/CP L
  • 17. Basic Learning Principles Online learning is LEARNING All learning principles applied to online learning All teaching principles applied to online teaching
  • 18. Basic Learning Principles All learning-teaching principles applied to ODL INTERACTION (Student Learning Experiences) Behaviorism Constructivism Connectivism (Pedagogy Andragogy)
  • 19. Metode Pembelajaran dalam OL? Meaningfull Less Meaningfull Student-Centered Teacher-Centered ▪ Rote learning ▪ Asking question ▪ Summarizing ▪ Receptive learning ▪ Collaborative learning ▪ Problem solving ▪ Creating project ▪ Contextualization ▪ Case study ▪ Thematic Study ▪ Portfolio
  • 20. Online Learning Materials • Pre-produced, self-explanatory, self-instructional & Self- contained • Compilation – Developed using various sources based on curriculum and syllaby – Text-based (with still images), multi media, Multimedia; one-way, interactive, video-based, live broadcased lectures – Students Guides Trends due to: Open Educational Resources (OERs)
  • 21. Convergence of F2F and - Distance/Online Learning Based on: Bates and Poole, 2003 Cyber learning – cyber university Deployment Type
  • 22. BEST PRACTICE: OPEN DISTANCE LEARNING
  • 24. Transformasi Digital dalam Pendidikan Transforma si Digital dalam Pendidikan Remote Proctoring Video Conference untuk Pembelajara n Online AR/VR untuk Pengalaman Pembelajara n yang lebih baik Smart Classroom Adaptive Learning AI Chatbot's Transformasi Digital: “ Pemanfaatan teknologi digital untuk memungkinkan peningkatan pendidikan yang besar, meningkatkan pengalaman pembelajar dan instruktur, dan menciptakan model instruksional baru melalui kebijakan, perencanaan, kemitraan , dan dukungan (Gregory Vial, 2019)” Transformasi Digital membantu institusi pendidikan tinggi beroperasi secara efektif, tetap kompetitif di dunia yang semakin digital, dan mempersiapkan pelajar untuk tempat kerja digital. https://www.leewayhertz.com/digital-transformation-in-education/
  • 25. PLATFORM DIGITAL LEARNING ECOSYSTEM Ekosistem digital: sekelompok sumber daya teknologi informasi yang saling berhubungan yang dapat berfungsi sebagai satu kesatuan. Ekosistem digital terdiri dari pemasok, pelanggan, mitra dagang, aplikasi, penyedia layanan data pihak ketiga, dan semua teknologi terkait. Interoperabilitas adalah kunci keberhasilan ekosistem. Manfaat: ▪ Adopsi teknologi lebih cepat. ▪ Menghasilkan sumber pendapatan baru. ▪ Penurunan biaya dengan proses bisnis yang lebih baik (https://www.sobatambisius.com/2021/11/apa-itu-ekosistem-digital- beserta-jenis).html
  • 26. • Sejak 1995, UT mengimplementasikan e-Learning menggunakan: – Milis – Bulletin Board – Blackboard – WebCT – Manhattan Virtual Classroom – Atutor – Moodle (mulai 2003) Universitas Terbuka Experiences
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  • 32.
  • 34. Online Proctoring Sistem ujian online berbasis web yang dilengkapi dengan aplikasi berbasis online proctoring dan semi online proctoring.
  • 35. 01 Discussion Forum One of the modes in online learning (Hrastinski, 2008) (Onyema, 2019) Principally, distance learning was online learning (Belawati, 2020) Rubric Rubric scores are important in essay grading (Kumar & Boulanger, 2020) 04 Discussion Forum an assessment indicator 02 Essay Scoring Currently still manual 03 Algoritma AES Many studies related to optimizing AES performance by implementing machine learning and NLP Deep Learning: RNN, LSTM, W2V, BERT 06 AUTOMATIC ESSAY SCORING FOR DISCUSSION FORUM (Bachriah Fatwa Dhini – Unggul Utan Sufandi – Heny Kurniawati, 2022)
  • 36. Keyword Level Representation Respon KeyBERT Rubric Cosine Similarity Keyword Similarity Keyword Level Representation Keyword Level Representation Rubric Representation KEYWORD EXTRACTION (Bachriah Fatwa Dhini – Unggul Utan Sufandi – Heny Kurniawati, 2022)
  • 37.
  • 38. Top 5 E-learning Trends Mentioned by 57 E-learning experts in the US Micro Learning Short, focus, and fun; Adults prefer to learn on demand, just in time, & on the go Video Vision dominates all other senses Artificial Intelligence (AI) AI can make accurate recommendations based on where the learner is at in their knowledge journey, so machine learning will start guide developers ad learners for optimizing learning Augmented Reality (AR) AU can provide real-time, on site, step by step visual guidance for complex tasks Mobile We are in the mobile space where everyone has a phone (Bryan Jones, Elearning Art, Dec 2017) Accreditation & Credentialization Convergence of informal, nonformal and formal learning
  • 39. Pre-Req of Online Education Institutional Provider: • Top management commitment • Good IT infrastructure • Capable & Internet access • Capable Human resources ✔IT literacy ✔Online teaching competency & habits Learners: • Good Internet access • IT literacy • Online learning habits
  • 40.