Crowdsourced Data Management: Industry and Academic Perspectives

Crowdsourced Data Management Industry and Academic Perspectives Crowdsourcing and human computation enable organizations to accomplish tasks that are currently not possible for fully automated techniques to complete or require flexibility and scalability than tra

Crowdsourcing Crowdsourcing is a sourcing model in which individuals or organizations obtain goods and services.These services include ideas and finances, from a large, relatively open and often rapidly evolving group of internet users it divides work between participants to achieve a cumulative result The word crowdsourcing itself is a portmanteau of crowd and outsourcing, and was coined in . The Crowdsourced Performance Review How to Use the Power The Crowdsourced Performance Review How to Use the Power of Social Recognition to Transform Employee Performance Eric Mosley on FREE shipping on qualifying offers Praise for The Crowdsourced Performance Review Take advantage of the technology and data available to you and turn the dreaded performance review into a powerful force for decision making and culture building Crowd Sourced City CROWD SOURCED CITY is prototyping workshop class that investigates the use of social media and digital technologies for planning and advocacy. Top Retail Banking Trends and Predictions for This massive annual report combines the results of a major global research study with insights crowdsourced from a panel of financial services influencers, industry analysts and List of crowdsourcing projects Open Food Facts gathers information and data on food products from around the world Old Weather is a web based effort to transcribe weather observations made by Royal Navy ships around the time of World War I These transcriptions will contribute to climate model projections and improve a database of weather extremes and will be of use to historians in tracking past ship movements and the Monopsony in Online Labor Markets nber On demand labor platforms make up a large part of the gig economy We quantify the extent of monopsony power in one of the largest on demand labor platforms, Mechanical Turk MTurk , by measuring the elasticity of labor supply facing the requester employer using both observational and CrowdSource Managed Crowdsourcing Solutions We manage a crowd of qualified writers, editors and moderators to solve large scale content creation or data problems quickly and efficiently Learn . Don t Like a Road Change It Scout GPS App Gets May , Scout, a mobile points of interest and navigation app, is moving to OpenStreetMap which calls itself the of maps because its data is entirely crowd sourced and community edited Continuous Performance Management Bersin by Deloitte Continuous Performance Management A Primer Copyright Deloitte Development LLC All rights reserved Not for distribution Licensed material Ongoing Check AlternativeTo Crowdsourced software recommendations AlternativeTo AlternativeTo is a free service that helps you find better alternatives to the products you love and hate The site is made by Ola and Markus in Sweden, with a lot of help from our friends and colleagues in Italy, Finland, USA, Colombia, Philippines, France and contributors from all over the world That s right, all the lists of alternatives are crowd sourced, and that s what

  • Title: Crowdsourced Data Management: Industry and Academic Perspectives
  • Author: Adam Marcus Aditya Parameswaran
  • ISBN: 9781680830903
  • Page: 146
  • Format: Paperback
  • Crowdsourcing and human computation enable organizations to accomplish tasks that are currently not possible for fully automated techniques to complete, or require flexibility and scalability than traditional employment relationships can facilitate In the area of data processing, companies have benefited from crowd workers on platforms such as s Mechanical TurCrowdsourcing and human computation enable organizations to accomplish tasks that are currently not possible for fully automated techniques to complete, or require flexibility and scalability than traditional employment relationships can facilitate In the area of data processing, companies have benefited from crowd workers on platforms such as s Mechanical Turk or Upwork to complete tasks as varied as content moderation, web content extraction, entity resolution, and video audio image processing Several academic researchers from diverse areas, ranging from the social sciences to computer science, have embraced crowdsourcing as a research area, resulting in algorithms and systems that improve crowd work quality, latency, and cost Despite the relative nascence of the field, the academic and the practitioner communities have largely operated independently of each other for the past decade, rarely exchanging techniques and experiences Crowdsourced Data Management Industry and Academic Perspectives aims to narrow the gap between academics and practitioners On the academic side, it summarizes the state of the art in crowd powered algorithms and system design tailored to large scale data processing On the industry side, it surveys 13 industry users such as Google, Facebook, and Microsoft and four marketplace providers of crowd work such as CrowdFlower and Upwork to identify how hundreds of engineers and tens of million dollars are invested in various crowdsourcing solutions Crowdsourced Data Management Industry and Academic Perspectives simultaneously introduces academics to real problems that practitioners encounter every day, and provides a survey of the state of the art for practitioners to incorporate into their designs Through the surveys, it also highlights the fact that crowdpowered data processing is a large and growing field Over the next decade, most technical organizations are likely to benefit in some way from crowd work, and this monograph can help guide the effective adoption of crowdsourcing across these organizations.

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