An MTurk crisis? Shifts in data quality and the impact on study results

M Chmielewski, SC Kucker - Social Psychological and …, 2020 - journals.sagepub.com
Amazon's Mechanical Turk (MTurk) is arguably one of the most important research tools of
the past decade. The ability to rapidly collect large amounts of high-quality human subjects …

Conducting behavioral research on Amazon's Mechanical Turk

W Mason, S Suri - Behavior research methods, 2012 - Springer
Abstract Amazon's Mechanical Turk is an online labor market where requesters post jobs
and workers choose which jobs to do for pay. The central purpose of this article is to …

[HTML][HTML] Serial dependence in the perception of attractiveness

Y Xia, AY Leib, D Whitney - Journal of vision, 2016 - iovs.arvojournals.org
The perception of attractiveness is essential for choices of food, object, and mate preference.
Like perception of other visual features, perception of attractiveness is stable despite …

Using crowdsourcing for TREC relevance assessment

O Alonso, S Mizzaro - Information processing & management, 2012 - Elsevier
Crowdsourcing has recently gained a lot of attention as a tool for conducting different kinds
of relevance evaluations. At a very high level, crowdsourcing describes outsourcing of tasks …

Damaged goods: Perception of pornography addiction as a mediator between religiosity and relationship anxiety surrounding pornography use

ND Leonhardt, BJ Willoughby… - The Journal of Sex …, 2018 - Taylor & Francis
Recent research on pornography suggests that perception of addiction predicts negative
outcomes above and beyond pornography use. Research has also suggested that religious …

Crowdsourcing for search evaluation

VR Carvalho, M Lease, E Yilmaz - ACM Sigir forum, 2011 - dl.acm.org
The Crowdsourcing for Search Evaluation Workshop (CSE 2010) was held on July 23, 2010
in Geneva, Switzerland, in conjunction with the 33rd Annual ACM SIGIR Conference. The …

Using CrowdFlower to study the relationship between self-reported violations and traffic accidents

JCF de Winter, M Kyriakidis, D Dodou, R Happee - Procedia Manufacturing, 2015 - Elsevier
Crowdsourcing is a promising approach for Human Factors survey research. We explored
the use of a relatively new crowdsourcing platform called CrowdFlower. Our survey focused …

Creation of reliable relevance judgments in information retrieval systems evaluation experimentation through crowdsourcing: a review

P Samimi, SD Ravana - The Scientific World Journal, 2014 - Wiley Online Library
Test collection is used to evaluate the information retrieval systems in laboratory‐based
evaluation experimentation. In a classic setting, generating relevance judgments involves …

Beyond AMT: An analysis of crowd work platforms

D Vakharia, M Lease - arXiv preprint arXiv:1310.1672, 2013 - arxiv.org
While Amazon's Mechanical Turk (AMT) helped launch the paid crowd work industry eight
years ago, many new vendors now offer a range of alternative models. Despite this, little …

Sustainable beer: testing the effects of water conservation messages and brewery type on consumer perceptions

NM Lee, C Callison, T Seltzer - Journal of Food Products Marketing, 2020 - Taylor & Francis
Beer brewing is a water intensive industry, which has led breweries to adopt different water
conservation practices such as buying water offsets or using reclaimed water. In order to …