Risale-i Nur Kütüphanesi
Risale-i Nur Kütüphanesi
The spec is organized so you can hand it off directly to product, design, engineering, QA, and data teams.
The journey of Indonesian cinema began in the 1920s with the production of silent films. The industry saw significant growth and challenges, especially during and after World War II. The 1950s and 1960s are often considered the golden age of Indonesian cinema, with the emergence of prominent directors and actors who contributed to its popularity. Gudang Film Bokeb Indonesia UPD
The Rise of Online Film Repositories: Exploring Gudang Film Bokeb Indonesia UPD The spec is organized so you can hand
Indonesian cinema has a storied history, dating back to the early 20th century. From the early days of silent films to the golden age of Indonesian cinema in the 1950s and 1960s, the industry has produced a plethora of films that have captured the hearts of audiences both locally and internationally. Directors like Djamaludin Malik and Usmar Siregar have left indelible marks, contributing to a legacy that contemporary filmmakers draw inspiration from. run rule‑based tagger (genre
| ID | Description | Priority |
|----|-------------|----------|
| FR‑01 | Auto‑Tagging Pipeline – ingest new title metadata, run rule‑based tagger (genre, language, censorship) → feed to a fine‑tuned BERT‑based classifier for “mood” and “theme”. Store tags in film_tags table. | P0 |
| FR‑02 | Dynamic Collection Engine – a service that evaluates collection rules (e.g., genre=Comedy AND rating>7) on a schedule (every 6 h) and updates the collection_items table. | P0 |
| FR‑03 | Personalised Recommendation Service – a hybrid model (collaborative filtering + content‑based) that returns top‑N titles per user per context (home, “Because you watched X”). | P0 |
| FR‑04 | User‑Pinned Collections UI – allow a logged‑in user to “pin” any dynamic or static collection to their profile, edit order, set privacy (private/public). | P1 |
| FR‑05 | Sharing & Digest – generate a shareable URL, QR code, and optional weekly email digest for a pinned collection. | P1 |
| FR‑06 | Explainability Tooltip – on each recommendation, show a hover/click tooltip summarising the top 2 signals (e.g., “Because you liked Sang Penari (genre) & Cinta dalam Kardus (rating)”). | P2 |
| FR‑07 | Admin Dashboard – CRUD for static collections, schedule promotions, view performance metrics (CTR, watch‑through). | P1 |
| FR‑08 | Analytics & Logging – log every recommendation impression, click, and collection pin for downstream A/B testing. | P0 |
| FR‑09 | Localization – all UI strings, collection names, and tags must support Bahasa Indonesia and English. | P1 |
| FR‑10 | Performance SLA – recommendation API latency ≤ 120 ms 95 % of requests; collection refresh ≤ 5 min after rule change. | P0 |
What is Gudang Film Bokeb Indonesia UPD?