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Quality control in crowdsourcing: A survey of quality attributes, assessment techniques, and assurance actions
Crowdsourcing enables one to leverage on the intelligence and wisdom of potentially large
groups of individuals toward solving problems. Common problems approached with …
groups of individuals toward solving problems. Common problems approached with …
A survey on task assignment in crowdsourcing
Quality improvement methods are essential to gathering high-quality crowdsourced data,
both for research and industry applications. A popular and broadly applicable method is task …
both for research and industry applications. A popular and broadly applicable method is task …
On creating benchmark dataset for aerial image interpretation: Reviews, guidances, and million-aid
The past years have witnessed great progress on remote sensing (RS) image interpretation
and its wide applications. With RS images becoming more accessible than ever before …
and its wide applications. With RS images becoming more accessible than ever before …
Comparing data characteristics and results of an online factorial survey between a population-based and a crowdsource-recruited sample
Compared to older kinds of sample surveys, online platforms provide a fast and low-cost
platform for factorial surveys, as well as a more demographically diverse alternative to …
platform for factorial surveys, as well as a more demographically diverse alternative to …
[HTML][HTML] The quality of data collected online: An investigation of careless responding in a crowdsourced sample
Despite recent concerns about data quality, various academic fields rely increasingly on
crowdsourced samples. Thus, the goal of this study was to systematically assess …
crowdsourced samples. Thus, the goal of this study was to systematically assess …
Understanding malicious behavior in crowdsourcing platforms: The case of online surveys
Crowdsourcing is increasingly being used as a means to tackle problems requiring human
intelligence. With the ever-growing worker base that aims to complete microtasks on …
intelligence. With the ever-growing worker base that aims to complete microtasks on …
Cognitive biases in crowdsourcing
C Eickhoff - Proceedings of the eleventh ACM international …, 2018 - dl.acm.org
Crowdsourcing has become a popular paradigm in data curation, annotation and evaluation
for many artificial intelligence and information retrieval applications. Considerable efforts …
for many artificial intelligence and information retrieval applications. Considerable efforts …
An evaluation of aggregation techniques in crowdsourcing
As the volumes of AI problems involving, human knowledge are likely to soar,
crowdsourcing has become essential in a wide range of world-wide-web applications. One …
crowdsourcing has become essential in a wide range of world-wide-web applications. One …
Rehumanized crowdsourcing: A labeling framework addressing bias and ethics in machine learning
NM Barbosa, M Chen - Proceedings of the 2019 CHI Conference on …, 2019 - dl.acm.org
The increased use of machine learning in recent years led to large volumes of data being
manually labeled via crowdsourcing microtasks completed by humans. This brought about …
manually labeled via crowdsourcing microtasks completed by humans. This brought about …
A survey of general-purpose crowdsourcing techniques
Since Jeff Howe introduced the term Crowdsourcing in 2006, this human-powered problem-
solving paradigm has gained a lot of attention and has been a hot research topic in the field …
solving paradigm has gained a lot of attention and has been a hot research topic in the field …