Cooking with computers, a winning recipe!

Amélie Cordier
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Abstract

In our daily lives, cooking becomes more and more important. In many countries, you just have to switch television on to see the proliferation of cooking shows of all kinds: live cooking classes, cooking at home challenges, cooking contests (for everyone or for professionals), short recipes demos, etc. This witnesses two emergent phenomena: cooking gains a growing interest as a leisure, and people gain awareness of the role of food in our daily lives as well as the many reasons why should ”eat well”. In academic research, this trend is also observed, and many funding are related to well-being, health, nutrition, and other issues related to food. In many research fields, cooking is present: smart cooking appliances, cooking robots, vision techniques to recognize ingredients, and so on. In the areas of Web and artificial intelligence, the challenges are also numerous. How to represent recipes? How to adapt recipes to meet the needs of users? How to take into account the social aspects of cooking? Can we create social recipes books? In this presentation we will provide an overview of the challenges that cooking raises for computer science and information technology. We start by introducing the Taaable project, a website that makes use of case-based reasoning to adapt recipes. From that presentation, we draw a lessons learned while working on this project. Then we expand the scope of our study to other projects and initiatives combining computer and cooking. We adopt different points of view in that study, depending on the projects and their goals. We focus on the many issues addressed by these initiatives, such as representation of cooking recipes, suggestions, recommendations, dietary practices, personalization, social side, creativity, etc. Finally, we will review the prospects for research in this field and discuss current initiatives.
用电脑做饭,一个成功的秘诀!
在我们的日常生活中,烹饪变得越来越重要。在许多国家,你只要打开电视,就能看到各种各样的烹饪节目:现场烹饪课、家庭烹饪挑战、烹饪比赛(面向所有人或专业人士)、简短的食谱演示等等。这见证了两个新兴的现象:烹饪作为一种休闲方式获得了越来越多的兴趣,人们开始意识到食物在我们日常生活中的作用,以及为什么要“吃得好”的许多原因。在学术研究中,也观察到这种趋势,许多资金与福祉、健康、营养和其他与食物有关的问题有关。在许多研究领域,烹饪都是存在的:智能烹饪器具,烹饪机器人,识别食材的视觉技术等等。在Web和人工智能领域,挑战也很多。如何表示食谱?如何调整配方以满足用户的需求?如何考虑到烹饪的社会方面?我们能创造社交食谱书吗?在这个演讲中,我们将概述烹饪给计算机科学和信息技术带来的挑战。我们首先介绍Taaable项目,这是一个利用基于案例的推理来调整食谱的网站。从这个演示中,我们吸取了在这个项目中工作的经验教训。然后,我们将研究范围扩大到其他结合计算机和烹饪的项目和倡议。根据项目和目标的不同,我们在研究中采用了不同的观点。我们专注于这些倡议所解决的许多问题,例如烹饪食谱的表现,建议,推荐,饮食习惯,个性化,社会方面,创造力等。最后,我们将回顾该领域的研究前景,并讨论当前的举措。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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