利用大数据和人工智能提高食品安全.pdf

1、Using Big Data and AI to Using Big Data and AI to Advance Food SafetyAdvance Food SafetyWorkshop#5Tuesday,May 73:00 PM 5:00PMAgendaAgenda1.Speaker Introductions&AI Use Cases2.Small Group Exercise3.Wrap UpAlvin Lee,PhDInstitute for Food Safety and Health(IFSH)Matt Stasiewicz,PhDUniversity of Illinois

2、at Urbana-ChampaignTina GettisInstitute for Food Safety and Health(IFSH)Brendan RingCreme GlobalMichael WaltonBCD iLabsPanelistsPanelistsSmall Group ExerciseSmall Group Exercise1.Break 5 groups see next slide2.Discuss and identify(20 minutes)a)Biggest food safety challenge(s)for your industry/compan

3、yb)Data needed to tackle these challenges3.Report out&discussion(10 minutes/group)Exercise GroupsExercise GroupsSpeaker TableGREENProduction&AgricultureORANGERetailers&DistributorsYELLOWRestaurants&FoodservicePINKFood Safety ServicesBLUEFood ManufacturingUse of Big Data and AI Use of Big Data and AI

4、 a a Personal PerspectivePersonal PerspectiveAlvin Lee(alee33iit.edu)Institute for Food Safety and HealthWhat is Big Data?What is Big Data?Big data primarily refers to data sets that are too large or complex to be dealt with by traditional data-processing application software Too complex for the hum

5、an mind to handleWhat is Big Data?What is Big Data?What is Big Data?What is Big Data?My PerspectiveMy Perspective Use of tools to predict outcomes e.g.ComBase to predict spoilage or growth,shelf-life etc Detection of microorganisms tools in National Center for Biotechnology Information(NCBI)Drive ch

6、ange in culture Outbreaks and incident minimization or prevention Custom food safety and nutritionQian et al.2023 Annu.Rev.Food Sci.TechnologyQian et al.2023 Annu.Rev.Food Sci.TechnologyIymen et al.,2020,Innovative Food Science Emerging TechnologiesFor the ConsumerFor the ConsumerUsing Big Data&AI t