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KakaPatria b48f27505e UI/UX Redesign: Student profiles, history pages, and alumni templates
IMPROVEMENTS:
- Redesigned student profile pages (Admin & BK) with horizontal gradient headers
- Avatar + profile info grid layout for better visual hierarchy
- Sticky chat sidebar with 2/3-1/3 column split for main content
- Updated profile edit page with modern gradient header and compact form
- Redesigned history rekomendasi with expandable details and data summary
- Added 4 interactive Chart.js visualizations to dashboards (Doughnut, Bar, Pie)
- Improved sidebar typography (Admin Panel, Administrator now white)

ALUMNI IMPORT:
- Created TEMPLATE_ALUMNI_MINIMAL.csv (15 essential columns)
- Created TEMPLATE_ALUMNI_IMPORT.csv (full 25-column template with examples)
- Added comprehensive import guide (TEMPLATE_IMPORT_ALUMNI_BIMA_AMBULU.md)

DATABASE:
- Migration for Indonesian table naming (recommendations → rekomendasi, etc.)
- Updated all models with table mappings and backward-compatible accessors
- Fixed JSON casting for hasil_rekomendasi field (Recommendation model)

DATA QUALITY:
- Updated Naive Bayes weights for all 9 majors with accurate bobot_mapel
- Expanded keywords to 15-26 universal values per major
- Implemented 5 universal preferensi_studi values per major
- Added StudentWithAccurateRecommendationSeeder (14 sample students)
- Added RegenerateRecommendationsSeeder with JSON encoding fix

PYTHON BACKEND:
- Fixed Python 3.13 compatibility (pip upgrade: certifi, requests)
- Flask app now runs successfully on Python 3.13

DASHBOARD:
- Admin & BK dashboards with real-time chart data
- Cleaned major name formatting in JSON_EXTRACT queries
- Fixed 32 malformed recommendations data quality issue

Controllers: AdminController, BKController updated with chart data
Views: 6+ views redesigned with modern gradients and responsive layouts
Models: 5+ models updated with Indonesian table mappings
Tests: 45 tests passing, crud validation suite maintained
2026-04-27 08:16:24 +07:00
app UI/UX Redesign: Student profiles, history pages, and alumni templates 2026-04-27 08:16:24 +07:00
bootstrap Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
config Improve Gemini chat flow, add Python backend gateway, and stabilize tests 2026-04-21 02:22:19 +07:00
database UI/UX Redesign: Student profiles, history pages, and alumni templates 2026-04-27 08:16:24 +07:00
lang/id restore: explainable recommendation feature with detailed breakdown per criteria (nilai, minat, pref, cita, prestasi) 2026-04-07 17:49:34 +07:00
public UI/UX Redesign: Student profiles, history pages, and alumni templates 2026-04-27 08:16:24 +07:00
resources UI/UX Redesign: Student profiles, history pages, and alumni templates 2026-04-27 08:16:24 +07:00
routes feat: add BK admin panel with complete CRUD operations and student management 2026-04-05 22:57:13 +07:00
storage Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
tests UI/UX Redesign: Student profiles, history pages, and alumni templates 2026-04-27 08:16:24 +07:00
.editorconfig Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
.env.example Improve Gemini chat flow, add Python backend gateway, and stabilize tests 2026-04-21 02:22:19 +07:00
.gitattributes Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
.gitignore Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
.phpunit.result.cache UI/UX Redesign: Student profiles, history pages, and alumni templates 2026-04-27 08:16:24 +07:00
PANDUAN_IMPORT_SISWA.txt UI/UX Redesign: Student profiles, history pages, and alumni templates 2026-04-27 08:16:24 +07:00
Panduan_Chatbot_API_Gemini_Python.txt Improve Gemini chat flow, add Python backend gateway, and stabilize tests 2026-04-21 02:22:19 +07:00
Penjelasan_SPK_Naive_Bayes.txt Improve Gemini chat flow, add Python backend gateway, and stabilize tests 2026-04-21 02:22:19 +07:00
README.md Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
TEMPLATE_ALUMNI_IMPORT.csv UI/UX Redesign: Student profiles, history pages, and alumni templates 2026-04-27 08:16:24 +07:00
TEMPLATE_ALUMNI_MINIMAL.csv UI/UX Redesign: Student profiles, history pages, and alumni templates 2026-04-27 08:16:24 +07:00
TEMPLATE_IMPORT_ALUMNI_BIMA_AMBULU.md UI/UX Redesign: Student profiles, history pages, and alumni templates 2026-04-27 08:16:24 +07:00
artisan Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
composer.json Improve Gemini chat flow, add Python backend gateway, and stabilize tests 2026-04-21 02:22:19 +07:00
composer.lock Improve Gemini chat flow, add Python backend gateway, and stabilize tests 2026-04-21 02:22:19 +07:00
package-lock.json Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
package.json Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
phpunit.xml Refine recommendation flow and chatbot behavior 2026-04-09 23:24:48 +07:00
postcss.config.js Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
tailwind.config.js Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00
vite.config.js Initial commit: SPK Jurusan Kuliah sistem dengan dashboard, analisis Naive Bayes, chatbot AI, profile management, dan history tracking 2026-02-11 23:08:57 +07:00

README.md

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