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When quoting this document, please refer to the following
DOI: 10.4230/LIPIcs.SNAPL.2015.156
URN: urn:nbn:de:0030-drops-50242
URL: http://drops.dagstuhl.de/opus/volltexte/2015/5024/
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Livshits, Benjamin ; Mytkowicz, Todd

InterPoll: Crowd-Sourced Internet Polls

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Abstract

Crowd-sourcing is increasingly being used to provide answers to online polls and surveys. However, existing systems, while taking care of the mechanics of attracting crowd workers, poll building, and payment, provide little to help the survey-maker or pollster in obtaining statistically significant results devoid of even the obvious selection biases. This paper proposes InterPoll, a platform for programming of crowd-sourced polls. Pollsters express polls as embedded LINQ queries and the runtime correctly reasons about uncertainty in those polls, only polling as many people as required to meet statistical guarantees. To optimize the cost of polls, InterPoll performs query optimization, as well as bias correction and power analysis. The goal of InterPoll is to provide a system that can be reliably used for research into marketing, social and political science questions. This paper highlights some of the existing challenges and how InterPoll is designed to address most of them. In this paper we summarize some of the work we have already done and give an outline for future work.

BibTeX - Entry

@InProceedings{livshits_et_al:LIPIcs:2015:5024,
  author =	{Benjamin Livshits and Todd Mytkowicz},
  title =	{{InterPoll: Crowd-Sourced Internet Polls}},
  booktitle =	{1st Summit on Advances in Programming Languages (SNAPL 2015)},
  pages =	{156--176},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-939897-80-4},
  ISSN =	{1868-8969},
  year =	{2015},
  volume =	{32},
  editor =	{Thomas Ball and Rastislav Bodik and Shriram Krishnamurthi and Benjamin S. Lerner and Greg Morrisett},
  publisher =	{Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{http://drops.dagstuhl.de/opus/volltexte/2015/5024},
  URN =		{urn:nbn:de:0030-drops-50242},
  doi =		{10.4230/LIPIcs.SNAPL.2015.156},
  annote =	{Keywords: CrowdSourcing, Polling, LINQ}
}

Keywords: CrowdSourcing, Polling, LINQ
Seminar: 1st Summit on Advances in Programming Languages (SNAPL 2015)
Issue Date: 2015
Date of publication: 28.04.2015


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