Quality control in crowdsourcing: A survey of quality attributes, assessment techniques, and assurance actions

F Daniel, P Kucherbaev, C Cappiello… - ACM Computing …, 2018 - dl.acm.org
Crowdsourcing enables one to leverage on the intelligence and wisdom of potentially large
groups of individuals toward solving problems. Common problems approached with …

Quantifying the invisible labor in crowd work

C Toxtli, S Suri, S Savage - Proceedings of the ACM on human-computer …, 2021 - dl.acm.org
Crowdsourcing markets provide workers with a centralized place to find paid work. What
may not be obvious at first glance is that, in addition to the work they do for pay, crowd …

Making better use of the crowd: How crowdsourcing can advance machine learning research

JW Vaughan - Journal of Machine Learning Research, 2018 - jmlr.org
This survey provides a comprehensive overview of the landscape of crowdsourcing
research, targeted at the machine learning community. We begin with an overview of the …

IoT stream processing and analytics in the fog

S Yang - IEEE Communications Magazine, 2017 - ieeexplore.ieee.org
The emerging fog paradigm has been attracting increasing interest from both academia and
industry, due to the low-latency, resilient, and cost-effective services it can provide. Many fog …

Crowdsourcing step-by-step information extraction to enhance existing how-to videos

J Kim, PT Nguyen, S Weir, PJ Guo, RC Miller… - Proceedings of the …, 2014 - dl.acm.org
Millions of learners today use how-to videos to master new skills in a variety of domains. But
browsing such videos is often tedious and inefficient because video player interfaces are not …

Twitch crowdsourcing: crowd contributions in short bursts of time

R Vaish, K Wyngarden, J Chen, B Cheung… - Proceedings of the …, 2014 - dl.acm.org
To lower the threshold to participation in crowdsourcing, we present twitch crowdsourcing:
crowdsourcing via quick contributions that can be completed in one or two seconds. We …

Learnersourcing: improving learning with collective learner activity

J Kim - 2015 - dspace.mit.edu
Millions of learners today are watching videos on online platforms, such as Khan Academy,
YouTube, Coursera, and edX, to take courses and master new skills. But existing video …

Human-computer interaction and collective intelligence

JP Bigham, MS Bernstein, E Adar - 2015 - kilthub.cmu.edu
Human-computer interaction (HCI) works to understand and to design interactions between
people and machines. Increasingly, human collectives are using technology to gather …

The Knowledge Accelerator: Big picture thinking in small pieces

N Hahn, J Chang, JE Kim, A Kittur - … of the 2016 CHI Conference on …, 2016 - dl.acm.org
Crowdsourcing offers a powerful new paradigm for online work. However, real world tasks
are often interdependent, requiring a big picture view of the difference pieces involved …

Accessibility evaluation of classroom captions

RS Kushalnagar, WS Lasecki, JP Bigham - ACM Transactions on …, 2014 - dl.acm.org
Real-time captioning enables deaf and hard of hearing (DHH) people to follow classroom
lectures and other aural speech by converting it into visual text with less than a five second …