Recommendation Simulator · 19 Real Taiwan Restaurants
Same restaurants.
Different occasion. Different #1.
Pick a dining occasion. Watch the attribute weights shift. Watch the ranking change. This is taste-matched personalisation — live, on real data.
What's the occasion?
The occasion tells the engine how to read every review. A 7/10 ambiance score from a romantic dinner carries more weight than the same score on a family outing. Select an occasion to see the weight dials shift.

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Romantic
Date night or anniversary. Ambiance and quiet matter most.
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Business
Client dinner. Quiet, impressive, professional service.
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Family
Kids along. Value leads; noise barely matters.
Solo / Casual
Quick, good food, no fuss. Value and quality lead.
How the occasion shifts attribute weights
These dials show the context multiplier applied to each attribute when scoring reviews for this occasion. Reviews written on this type of outing are weighted accordingly — making the scores more meaningful than raw averages.

How much each attribute matters to you
Each slider represents how much that attribute influences your decision for this occasion — not a score you want the restaurant to have. 1 = barely matters, 10 = critical. Defaults are suggested by the occasion; drag to reflect your own priorities. Rankings update live. In a real deployment, Kornerway infers this profile automatically from your booking and review history.

Live re-ranking — 19 real Taiwan restaurants
Left: what every user sees today — star-average ranking. Right: Kornerway taste-matched ranking for your occasion and profile. The arrows show where each restaurant moved.

Star average Today's system
Taste-matched Kornerway