Our Recipe Recommendation System
At kokkey, we've developed a sophisticated recipe recommendation system that goes beyond simple ingredient matching. Our system analyzes recipes through multiple dimensions to create harmonious and balanced menus.
The Science of Flavor Profiles
Each recipe is analyzed across eight key flavor dimensions, which are visualized through intuitive rings that represent their intensity. This makes it easy to understand a recipe's taste characteristics at a glance.
Example recipe card showing how flavor profiles are displayed
🍯
Sweet
🧂
Salty
🍋
Sour
🍫
Bitter
🌶️
Spicy
🍄
Umami
Understanding Flavor Intensity
Each flavor is represented by a ring that fills based on its intensity:
- Empty ring (0/5) - Flavor is not present
- Quarter filled (1-2/5) - Subtle presence
- Half filled (3/5) - Moderate intensity
- Mostly filled (4-5/5) - Strong presence
Additional Taste Descriptors
Beyond the main flavor dimensions, recipes may have additional taste descriptors that provide more nuanced flavor information:
👅
Click to view additional taste descriptors
These can include specific flavor notes like "smoky", "herbal", or "fruity", adding depth to the recipe's flavor profile
Course Progression
Our system understands the natural flow of a well-structured meal, following traditional culinary progression:
Starters
Beginning with amuse-bouche, cold starters, or soups to awaken the palate
Main Courses
Progressing through carefully selected main dishes, considering flavor balance and complexity
Desserts
Concluding with complementary desserts that provide a satisfying finish
Advanced Matching Algorithm
Our recommendation system uses a sophisticated algorithm that considers multiple factors:
Similarity Matching
Identifies recipes with complementary flavor profiles, ensuring a harmonious progression through the meal
Course Compatibility
Ensures each recipe fits naturally within the course structure, maintaining proper culinary flow
Ingredient Analysis
Considers ingredient combinations and their impact on overall flavor balance
Cultural Context
Respects culinary traditions while allowing for creative combinations
The Result
The combination of these sophisticated analyses results in menu recommendations that:
- Create a balanced progression of flavors throughout the meal
- Ensure each course complements the next
- Maintain appropriate complexity and weight distribution
- Respect traditional culinary structures while allowing for innovation
Try It Yourself
Experience the power of our recommendation system by creating your next menu. Let our algorithm guide you through the process of building a perfectly balanced meal.
Create a Menu