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Kissing Cuisines: Exploring Worldwide Culinary Habits on the Web

Authors :
Sajadmanesh, Sina
Jafarzadeh, Sina
Osia, Seyed Ali
Rabiee, Hamid R.
Haddadi, Hamed
Mejova, Yelena
Musolesi, Mirco
De Cristofaro, Emiliano
Stringhini, Gianluca
Publication Year :
2016

Abstract

Food and nutrition occupy an increasingly prevalent space on the web, and dishes and recipes shared online provide an invaluable mirror into culinary cultures and attitudes around the world. More specifically, ingredients, flavors, and nutrition information become strong signals of the taste preferences of individuals and civilizations. However, there is little understanding of these palate varieties. In this paper, we present a large-scale study of recipes published on the web and their content, aiming to understand cuisines and culinary habits around the world. Using a database of more than 157K recipes from over 200 different cuisines, we analyze ingredients, flavors, and nutritional values which distinguish dishes from different regions, and use this knowledge to assess the predictability of recipes from different cuisines. We then use country health statistics to understand the relation between these factors and health indicators of different nations, such as obesity, diabetes, migration, and health expenditure. Our results confirm the strong effects of geographical and cultural similarities on recipes, health indicators, and culinary preferences across the globe.<br />Comment: In the Web Science Track of 26th International World Wide Web Conference (WWW 2017)

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1610.08469
Document Type :
Working Paper