Recommendation System Decision Funnel
How user history, genre weights, and thresholds produce candidate exclusions
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01 // USER HISTORY
INCEPTION
SCI-FI, ACTION | ★★★★★
ACTIVE PROFILE SELECTOR
THE DARK KNIGHT
ACTION, DRAMA | ★★★★☆
INTERSTELLAR
SCI-FI, DRAMA | ★★★★★
02 // GENRE AGGREGATION
SCI-FI
ACTION
DRAMA
COMEDY
03 // CANDIDATE POOL
DUNE
RATING: 8.1
VOTES: 15K
TENET
RATING: 7.8
VOTES: 12K
MIN THRESHOLD: 5K VOTES
RANDOM SF
RATING: 6.2
VOTES: 2K
INCEPTION
ALREADY
RATED (5★)
04 // EXCLUSION & RANK
01. DUNE
RECOMMENDED (MATCH: 92%)
02. TENET
RECOMMENDED (MATCH: 84%)
INCEPTION
EXCLUDED ($nin MATCH)
RANDOM SF
EXCLUDED (LOW VOTES)