Gudang Film Bokeb Indonesia Upd May 2026

| 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 |

Name: Smart Collection & Recommendation Hub (SCRH)
Goal: Give Indonesian film‑enthusiasts a personalised, discoverable experience while keeping the “Gudang” (warehouse) spirit of a rich, community‑curated catalogue. Gudang Film Bokeb Indonesia UPD

Title: "Explore Indonesian Cinema: Gudang Film Bokeb Indonesia UPD" Name: Smart Collection & Recommendation Hub (SCRH) Goal:

Overview: The goal of this feature is to provide an engaging and informative platform where users can explore the latest updates in Indonesian cinema, specifically focusing on films categorized under "Gudang Film Bokeb Indonesia UPD." This feature aims to serve film enthusiasts, industry professionals, and casual viewers looking for a centralized source of information on Indonesian films. Why it matters