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WEF_Future_of_Consumption_in_Fast_Growth_Consumer_Markets_ASEAN_2020

Insight Report Future of Consumption in Fast-Growth Consumer Markets: ASEAN A report by the World Economic Forum s Platform on Shaping the Future of Consumption Prepared in collaboration with Bain & Company June 2020 Contents 4 Preface 5 Executive summary 7 Introduction 7 The ASEAN macro-context 7 Four mega-forces will drive the future of consumption in ASEAN 11 Eight consumption themes to 2030, some accelerated due to COVID-19 12 Consumer spending will double, driven by ASEAN s middle-class boo WEF , online for a product , singapore is the region , technology and the future , region is the world , asean as this report , consumers will be online , companies in the world , growth in the philippines , consumption in the fast-growth , future for the region , nam and the philippines , world s next 2-Feb-2021 auto-generated
wilson-facct21

Building and Auditing Fair Algorithms: A Case Study in Candidate Screening Christo Wilson Northeastern University cbw@ccs.neu.edu Alan Mislove Northeastern University amislove@ccs.neu.edu Avijit Ghosh Northeastern University avijit@ccs.neu.edu Lewis Baker pymetrics, inc. lewis@pymetrics.com Shan Jiang Northeastern University sjiang@ccs.neu.edu Janelle Szary pymetrics, inc. janelle@pymetrics.com Kelly Trindel pymetrics, inc. kelly@pymetrics.com Frida Polli pymetrics, inc. frida.polli@pymetrics.co Brookings , code for their candidate , groups being the eeoc , discrimination that may impact , group had corresponding demographic , candidates to their clients , process and no model , data from these games , data from four clients , model for given client , pymetrics than to clients , impact on the fairnes 27-Oct-2021 auto-generated