administrator
/
roadmap
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity
roadmap/model_documentation/training_model_documentatio...

9.3 KiB
Raw Blame History

Training Model Documentation

Overview

Model Training adalah komponen inti dalam sistem manajemen pelatihan Happy Farmer yang berfungsi sebagai blueprint untuk program-program pelatihan yang dapat diikuti oleh petani. Model ini dirancang untuk mendukung upaya peningkatan kapasitas dan keterampilan petani dalam berbagai aspek pertanian modern.

Business Context

Model Training berfungsi sebagai:

  • Knowledge Repository: Penyimpan konten pelatihan dan materi pembelajaran
  • Curriculum Management: Pengelolaan kurikulum pelatihan yang terstruktur
  • Capacity Building: Alat untuk meningkatkan kemampuan petani
  • Quality Assurance: Standarisasi program pelatihan
  • Performance Tracking: Basis untuk tracking progress dan hasil pelatihan

Model Structure

Primary Fields

Identification & Basic Info

  • id (String, Primary Key): Unique identifier menggunakan CUID
  • title (String, Required): Judul pelatihan yang akan ditampilkan
  • description (String, Optional): Deskripsi singkat tentang pelatihan
  • content (String, Optional): Konten detail pelatihan (dapat berupa HTML, Markdown, atau text)

Classification & Organization

  • category (String, Required): Kategori pelatihan
    • Contoh: "Crop Management", "Pest Control", "Financial Management", "Technology", "Marketing"
  • duration (Integer, Optional): Durasi pelatihan dalam menit
  • level (String, Optional): Level kesulitan pelatihan
    • beginner: Untuk petani pemula
    • intermediate: Untuk petani dengan pengalaman menengah
    • advanced: Untuk petani berpengalaman atau expert

Prerequisites & Requirements

  • prerequisites (String, Optional): Syarat atau pelatihan yang harus diselesaikan sebelumnya
  • maxParticipants (Integer, Optional): Jumlah maksimum peserta yang dapat mengikuti pelatihan

Administrative Fields

  • createdBy (String, Optional): ID admin yang membuat pelatihan
  • isActive (Boolean, Default: true): Status aktif pelatihan
  • createdAt (DateTime, Default: now()): Tanggal pembuatan
  • updatedAt (DateTime, Auto-update): Tanggal terakhir diupdate

Training Categories

Primary Categories

  1. Crop Management

    • Teknik penanaman
    • Pemilihan varietas
    • Pengelolaan lahan
    • Rotasi tanaman

  2. Pest Control

    • Identifikasi hama dan penyakit
    • Pengendalian hama terpadu
    • Penggunaan pestisida yang aman
    • Metode organik

  3. Financial Management

    • Pengelolaan keuangan usaha tani
    • Akuntansi sederhana
    • Analisis biaya produksi
    • Perencanaan investasi

  4. Technology & Innovation

    • Penggunaan aplikasi pertanian
    • Teknologi irigasi
    • Mesin dan peralatan modern
    • Sistem informasi pasar

  5. Marketing & Business

    • Strategi pemasaran
    • Kualitas dan grading
    • Negosiasi harga
    • Kemitraan dengan buyer

  6. Sustainable Agriculture

    • Pertanian organik
    • Konservasi tanah dan air
    • Biodiversitas
    • Perubahan iklim

Relationships

One-to-Many Relationships

  • FarmerTraining: Satu training dapat diikuti oleh banyak petani
    • Tracking enrollment, progress, dan completion
    • Scoring dan evaluasi
    • Assignment dan deadline management

Business Rules

Validation Rules

  1. Required Fields:

    • title: Wajib diisi dan harus deskriptif
    • category: Wajib diisi untuk klasifikasi

  2. Optional but Important:

    • description: Sangat disarankan untuk memberikan overview
    • duration: Penting untuk planning dan scheduling
    • level: Membantu petani memilih pelatihan yang sesuai

  3. Business Logic:

    • Training hanya dapat diikuti jika isActive = true
    • maxParticipants membatasi jumlah peserta jika diset
    • prerequisites harus dicek sebelum enrollment

Content Management Rules

  • Content dapat berupa text, HTML, atau Markdown
  • Mendukung multimedia (images, videos) melalui referensi URL
  • Versioning untuk updates konten
  • Approval workflow untuk konten baru

Use Cases

1. Training Creation

Actor: Admin/Training Manager Flow:

  1. Admin membuat training baru
  2. Mengisi title, description, dan category
  3. Menentukan level dan prerequisites
  4. Upload atau input content
  5. Set duration dan max participants
  6. Aktivasi training

2. Training Catalog Management

Actor: Admin Flow:

  1. View semua training yang tersedia
  2. Filter berdasarkan category, level, atau status
  3. Edit training content dan metadata
  4. Activate/deactivate training
  5. Monitor enrollment dan completion rates

3. Training Discovery

Actor: Petani/Admin Flow:

  1. Browse training catalog
  2. Filter berdasarkan category atau level
  3. View training details dan prerequisites
  4. Check availability dan enrollment status
  5. Enroll ke training yang dipilih

4. Training Analytics

Actor: Admin/Manager Flow:

  1. View training performance metrics
  2. Analyze enrollment vs completion rates
  3. Identify popular training categories
  4. Track training effectiveness
  5. Generate reports untuk decision making

Integration Points

Internal Systems

  • FarmerTraining: Enrollment dan progress tracking
  • User Management: Creator dan access control
  • Notification System: Training announcements
  • Reporting System: Analytics dan performance metrics

External Systems

  • Learning Management System (LMS): Untuk delivery konten
  • Video Platforms: Untuk multimedia content
  • Assessment Tools: Untuk evaluasi dan testing
  • Certificate Management: Untuk issuing certificates

Data Management

Content Storage

  • Text Content: Stored dalam database
  • Media Files: Stored di cloud storage (S3, GCS)
  • Documents: PDF, presentations via cloud storage
  • Interactive Content: Link ke external platforms

Backup & Recovery

  • Regular backup untuk training content
  • Version control untuk content changes
  • Disaster recovery plan
  • Data archival strategy

Performance Considerations

Query Optimization

  • Index pada category untuk filtering
  • Index pada isActive untuk active training queries
  • Index pada createdAt untuk sorting
  • Full-text search pada title dan description

Scalability

  • Content caching untuk popular trainings
  • CDN untuk media files
  • Database partitioning berdasarkan category
  • Load balancing untuk high traffic

Quality Assurance

Content Standards

  • Structured content format
  • Clear learning objectives
  • Appropriate difficulty progression
  • Cultural sensitivity
  • Language consistency

Review Process

  • Content review sebelum publikasi
  • Subject matter expert validation
  • Regular content updates
  • Feedback incorporation

Analytics & Reporting

Key Metrics

  • Enrollment Rate: Jumlah pendaftar per training
  • Completion Rate: Persentase yang menyelesaikan training
  • Popular Categories: Kategori paling diminati
  • Duration Analysis: Efektivitas durasi training
  • Success Rate: Tingkat keberhasilan per level

Reports

  • Training catalog summary
  • Enrollment trends
  • Completion analytics
  • Category performance
  • Creator productivity

Security & Access Control

Data Protection

  • Role-based access untuk training creation
  • Content encryption untuk sensitive material
  • Audit logs untuk content changes
  • Backup security

Privacy Considerations

  • Training participation privacy
  • Content intellectual property
  • Data retention policies
  • GDPR compliance

Future Enhancements

Planned Features

  1. Interactive Content:

    • Video-based training
    • Interactive simulations
    • Gamification elements
    • Virtual reality experiences

  2. AI-Powered Features:

    • Personalized training recommendations
    • Adaptive learning paths
    • Automated content generation
    • Intelligent assessment

  3. Mobile Learning:

    • Offline content access
    • Mobile-optimized content
    • Push notifications
    • Progress synchronization

  4. Social Learning:

    • Discussion forums
    • Peer-to-peer learning
    • Expert mentorship
    • Community challenges

Integration Roadmap

  • Advanced LMS: Full-featured learning management
  • Assessment Engine: Comprehensive testing and evaluation
  • Certification System: Digital badges dan certificates
  • Mobile App: Native mobile learning experience
  • Analytics Dashboard: Advanced reporting dan insights

Sample Training Categories

Technical Skills

  • Modern farming techniques
  • Irrigation system management
  • Soil health management
  • Crop rotation strategies
  • Harvest timing optimization

Business Skills

  • Farm business planning
  • Market analysis
  • Financial planning
  • Record keeping
  • Customer relationship management

Technology Adoption

  • Mobile app usage
  • Weather monitoring tools
  • GPS and mapping
  • E-commerce platforms
  • Digital payment systems

Sustainability

  • Organic farming practices
  • Water conservation
  • Integrated pest management
  • Carbon footprint reduction
  • Biodiversity conservation

Content Delivery Methods

Formats Supported

  • Text-based: Articles, guides, manuals
  • Video: Instructional videos, demonstrations
  • Interactive: Quizzes, simulations, games
  • Audio: Podcasts, voice instructions
  • Documents: PDFs, presentations, worksheets

Delivery Channels

  • Web Platform: Browser-based access
  • Mobile App: Native mobile experience
  • Offline Mode: Downloaded content
  • SMS/USSD: For basic content delivery
  • WhatsApp: Micro-learning modules