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Crowd-Powered Systems

Author:
Bernstein, Michael S. [DBLP]
Abstract
Crowd-powered systems combine computation with human intelligence, drawn from large groups of people connecting and coordinating online. These hybrid systems enable applications and experiences that neither crowds nor computation could support alone.Unfortunately, crowd work is error-prone and slow, making it difficult to incorporate crowds as first-order building blocks in software. We introduce computational techniques that decompose complex tasks into simpler, verifiable steps to improve quality, and optimize work to return results in seconds. Using these techniques, we prototype a set of interactive crowd-powered systems. The first, Soylent, is a word processor that uses paid micro-contributions to aid writing tasks such as text shortening and proofreading. Using Soylent is like having access to an entire editorial staff as you write. The second system, Adrenaline, is a camera that uses crowds to help amateur photographers capture the exact right moment for a photo. It finds the best smile and catches subjects in mid-air jumps, all in realtime. These systems point to a future where social and crowd intelligence are central elements of interaction, software, and computation.
  • Citation
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Bernstein, M. S., (2013). Crowd-Powered Systems.   KI - Künstliche Intelligenz: Vol. 27, No. 1. Springer. (S. 69-73). DOI: 10.1007/s13218-012-0233-0
@article{mci/Bernstein2013,
author = {Bernstein, Michael S.},
title = {Crowd-Powered Systems},
journal = {KI - Künstliche Intelligenz},
volume = {27},
number = {1},
year = {2013},
,
pages = { 69-73 } ,
doi = { 10.1007/s13218-012-0233-0 }
}

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More Info

DOI: 10.1007/s13218-012-0233-0
ISSN: 1610-1987
xmlui.MetaDataDisplay.field.date: 2013
Content Type: Text/Journal Article

Keywords

  • Crowdsourcing
  • Human-computer interaction
  • Social computing
Collections
  • Künstliche Intelligenz 27(1) - März 2013 [13]

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Diese Digital Library basiert auf DSpace.

 

 


About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.