Flavor Networks Reveal Universal Principle Behind Successful Recipes (2024)

Flavor Networks Reveal Universal Principle Behind Successful Recipes (1)

In this graph representing the top 100 ingredients in the global flavor network, nodes are ingredients, edges represent shared flavors, and node colors represent clusters of linked ingredients.

Given the number of ingredients that humans eat, the total number of ways to combine them is on the order of 10 to the 15th power. And yet the actual number of recipes we eat is around one million—a small fraction of the total. That strongly suggests an organizing principle that, in recipe terms, sorts the wheat from the chaff.

So an ongoing challenge for food scientists is to discover laws that govern flavor combinations and use them to create new recipes yet to be experienced by human taste buds.

Tiago Simas at Telefonica Research in Barcelona, Spain, and a few pals say they have discovered an important principle of flavor combination by studying foods of different cultures. This insight could help create novel recipes.

The background to this group’s discovery is the hypothesis of food pairing developed by the chefs Francois Benzi and Heston Blumenthal. At first glance, foods such as chocolate and blue cheese can seem as different as it is possible for foods to be. And yet, these foods share 73 different flavor molecules.

That’s why at certain high-end restaurants, you’ll sometimes find blue cheese and chocolate in the same dishes. The thinking is that when ingredients contain the same flavor molecules, they can be successfully paired. The idea is that shared flavors help blend ingredients more effectively. Food pairing immediately suggests a novel way to create new recipes, which is why it rapidly gained influence among a certain breed of gastronomist.

Then in 2011, a curious piece of research revealed that food pairing was only part of the explanation behind successful recipes. In this work, a team at Harvard University in Cambridge, Massachusetts, analyzed the network of links between ingredients in recipes from all over the world. In this network, ingredients are nodes in a web, linked when they share flavor molecules.

This approach turned the food-pairing hypothesis on its head. When recipes from North America and Western Europe are analyzed in this way, the networks reveal that food pairing is an important factor. But when the team analyzed recipes from East Asia (Korea and Japan, for example), they found exactly the opposite. These cuisines seem to combine the very foods that do not share flavor ingredients. Clearly the food-pairing hypothesis is just part of a bigger picture and in need of a serious upgrade.

Enter Simas and his colleagues. These guys have looked a little harder into the web of flavors behind recipes and discovered a deeper principle at work. The basic idea is that when two ingredients do not share flavors, the team look for a third ingredient with flavors in common with each of the first pair. In this way, they were able to identify flavor chains and explore how recipes in different parts of the world use them.

For example, apricot and whiskey do not share flavors with each other but do have flavors in common with tomato. This creates a flavor chain that links all three ingredients, making them suitable to be used in the same recipe.

The team call this food bridging. They define it as “the ability to connect a pair of ingredients, that may or may not have a direct connection, through a path of non-repeating ingredients.”

This has an important impact on recipes. While food pairing intensifies flavor by mixing ingredients in a recipe with similar chemical compounds, food bridging smooths any contrast between ingredients, say Simas and co.

So what role does food bridging play in recipes from different cultures? To find out, Simas and co examined the flavor networks of cuisines from various parts of world and then analyzed the respective roles of food pairing and food bridging in each cuisine.

In Latin America, for example, recipes exploit both food pairing and food bridging, while East Asian food seems to avoid both principles. Southeast Asian cuisines such as Thai and Vietnamese seem to rely only on food bridging, while North American and Western European food use only food pairing.

That’s interesting work that extends the principles behind the way we create recipes. Indeed, it reveals that food pairing is really a special case of food bridging in which the number of nodes in the flavor chain is 0.

A better understanding of these principles should help chefs create new recipes in specific styles. But it is by no means the be-all and end-all of cooking. Successful recipes have a wide range of different parameters in addition to flavor. There is the texture of the food, its temperature, its mouth feel, and its color, to name just a few.

Food bridging can certainly help with new recipes. But a truly universal tool for recipe creation will need to be much broader to incorporate these other factors into its model. That will require significant work.

But step by step, food scientists are learning how humans prune the list of all possible combinations of food to produce the combinations we actually end up eating.

Copyright © 2017. All rights reserved MIT Technology Review; www.technologyreview.com.

Flavor Networks Reveal Universal Principle Behind Successful Recipes (2024)

FAQs

What is the flavour network analysis? ›

The flavour network consists of a node and edges, in our study each node represents the ingredients and the edges/link represent the number of flavour compounds shared amongst the ingredients.

What is the flavor principle? ›

- A flavor principle is the distinctive seasoning combinations which characterize many cuisines. Flavor principles add a sense of familiarity to foods so people tend to stick to a specific set of flavor principles that they know and trust.

What is the ingredient flavor network? ›

#Flavor Network Flavor network is a graph network of food ingredients based on flavor compounds they share. Using flavor network, I am able to project recipes from ingredient space to flavor space, and build a dish recommender based on similar flavor profile.

What is the flavour pairing theory? ›

The main hypothesis of this so-called Food Pairing Theory is quite straightforward: the more aromatic compounds two foods have in common, the better they taste together . This effect is particularly strong when two foods share aromas that make up their characteristic flavor .

What is network analysis examples? ›

This task purpose to divide a network into groups of nodes that are similar in any specific features. Examples of this task are a task of defining groups of users in SNS who share common interests/opinions, find groups of customers to advertise specific items, recommendation systems in online shopping systems, etc.

What is the method of analysis of flavours? ›

Advanced analytical methods and instrumentation include gas chromatography, GC–MS, and other hyphenated and multidimensional techniques. Modern techniques are more sensitive and selective, can be automated, and are often more environment-friendly, representing current trends in flavor and fragrance analysis.

What is the perception of flavor based on ____________? ›

Perceptions of the flavors of foods or beverages reflect information derived from multiple sensory afferents, including gustatory, olfactory, and somatosensory fibers.

What are the 5 elements of flavor? ›

Here's an introduction to balancing the five key flavours in your cooking. Sweet, salty, sour, bitter and umami are five taste elements that build our overall perception of flavour.

What are the 5 pillars of flavor? ›

Explore the Five Pillars of Taste
  • Sweet – sugar, honey, syrup, ripe fruit.
  • Salty – ocean, oysters, celery, brine.
  • Sour – vinegar, yogurt, buttermilk, citrus, unripe fruit.
  • Bitter – arugula, coffee, citrus peel, hops.
  • Umami – soy, mushrooms, grilled steak, oily fish, aged cheese.
Mar 15, 2021

What is hidden in natural flavors? ›

Natural flavor mixtures can contain more than 100 chemicals, including solvents, emulsifiers, flavor enhancers, and preservatives. In fact, some natural flavors, classified as safe, are made of more than 90% other substances used to enhance the flavor being created.

What is the food pairing principle? ›

Food pairing (or flavor pairing or food combination) is a method of identifying which foods go well together from a flavor standpoint, often based on individual tastes, popularity, availability of ingredients, and traditional cultural practices.

Is artificial flavor real? ›

Artificial flavors are then those not extracted from nature but rather re-produced in the lab. It's generally assumed that “natural” is better, but the science of flavoring is so advanced that many artificial flavors actually have the exact same chemical structure as the naturally occurring ones!

What three factors influence flavour? ›

10 Factors Influencing Taste Perception
  • Age. As you age, taste discrimination tends to decrease. ...
  • Hunger. Whether you're overly hungry or satiated, your preference and discrimination abilities are often compromised. ...
  • Meal Timing & Choice. ...
  • Smoking. ...
  • Taste Experiences/Upbringing. ...
  • Current Health Status. ...
  • COVID-19. ...
  • Temperature.
Mar 4, 2022

What is flavor influenced by? ›

Temperature counts. Whether a meal or beverage is served piping hot, at room temperature or somewhere in between, it affects the aromatics that stimulate the olfactory system — our sense of smell — Schmitz explains. "We find we get different flavor profiles with a product if it's warm versus when it's cold."

What flavours don't go together? ›

Bacon and ice cream: Although both bacon and ice cream are delicious in their own right, the salty, smoky flavor of bacon clashes with the sweet, creamy flavor of ice cream. Chocolate and cheese: While chocolate and cheese are both popular dessert and snack items, their flavors do not complement each other when combi.

What is flavour in sensory evaluation? ›

"flavor, n—(1) perception resulting from stimulating a combination of the taste buds, the olfactory organs, and chemesthetic receptors within the oral cavity; (2) the combined effect of taste sensations, aromatics, and chemical feeling factors evoked by a substance in the oral cavity.”

What is a flavour profile sensory analysis? ›

The Flavor Profile method is one of a group of methods used to describe sensory characteristics and is thought of as the “mother” of many other descriptive methods. It was originally developed by scientists at Arthur D. Little in the late 1940's and has been used extensively to describe the Flavor of foods.

What are the 4 flavour profiles? ›

Up until 2002, scientists recognized 4 “official” tastes: 1) salty; 2) sweet; 3) sour; and 4) bitter. However, in 2002, umami was crowned the fifth flavor. Umami simply means “yummy” in Japanese, and it's hard to describe what the flavor of umami tastes like.

Top Articles
Latest Posts
Article information

Author: Jeremiah Abshire

Last Updated:

Views: 5898

Rating: 4.3 / 5 (54 voted)

Reviews: 85% of readers found this page helpful

Author information

Name: Jeremiah Abshire

Birthday: 1993-09-14

Address: Apt. 425 92748 Jannie Centers, Port Nikitaville, VT 82110

Phone: +8096210939894

Job: Lead Healthcare Manager

Hobby: Watching movies, Watching movies, Knapping, LARPing, Coffee roasting, Lacemaking, Gaming

Introduction: My name is Jeremiah Abshire, I am a outstanding, kind, clever, hilarious, curious, hilarious, outstanding person who loves writing and wants to share my knowledge and understanding with you.