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A Brief Perspective on Microtask Crowdsourcing Workflows for Interface Design
2015
2015 IEEE/ACM 2nd International Workshop on CrowdSourcing in Software Engineering
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In order to make microtask crowdsourcing more supportive for interface design, we need a workflow that can help task owners to break down interface design tasks more easily. ...
User interface design, as a crucial part of software design, is complex. Current microtask crowdsourcing workflows do not support its complexity well. ...
These characteristics make microtask crowdsourcing a less effective workflow for interface design in two ways. First, interface design requires iterations. ...
doi:10.1109/csi-se.2015.16
dblp:conf/icse/ZhaoH15
fatcat:5k6knhauprfhdmq5sfk5zfagze
Crowdsourcing for bioinformatics
2013
Bioinformatics
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Results: Here, we provide a framework for understanding and applying several different types of crowdsourcing. ...
The framework considers two broad classes: systems for solving large-volume 'microtasks' and systems for solving high-difficulty 'megatasks'. ...
ACKNOWLEDGEMENTS Thanks to Hassan Masum, Se´bastien Boisvert, Jacques Corbeil, Mark Wilkinson, Attila Csordas and Twitter correspondents for helpful comments on an early draft of this manuscript. ...
doi:10.1093/bioinformatics/btt333
pmid:23782614
pmcid:PMC3722523
fatcat:ri3amjraxbg55ky7oh5yjqjfwa
Improving Worker Engagement Through Conversational Microtask Crowdsourcing
2020
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems
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Our findings have important implications on workflows and task design with regard to better engaging workers in microtask crowdsourcing marketplaces. ...
In this paper, we investigate the effectiveness of using conversational interfaces to improve worker engagement in microtask crowdsourcing. ...
The reader can directly experience interaction with the conversational interface on the companion page. 1
Workflow of Conversational Microtasking The conversational interface is designed to help workers ...
doi:10.1145/3313831.3376403
dblp:conf/chi/QiuGB20
fatcat:fyqkvbocrjcfjfourxk45mhxkq
Collaboratively crowdsourcing workflows with turkomatic
2012
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work - CSCW '12
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Preparing complex jobs for crowdsourcing marketplaces requires careful attention to workflow design, the process of decomposing jobs into multiple tasks, which are solved by multiple workers. ...
Can the crowd help design such workflows? This paper presents Turkomatic, a tool that recruits crowd workers to aid requesters in planning and solving complex jobs. ...
Many problems on markets like Amazon Mechanical Turk are solved as a series of microtasks: narrowly focused, brief tasks designed to be completed in a few minutes, such as labeling an image or checking ...
doi:10.1145/2145204.2145354
dblp:conf/cscw/KulkarniCH12
fatcat:ktd5nwqg3fduvcdigpvnvi44vu
Turkomatic
2011
Proceedings of the 2011 annual conference extended abstracts on Human factors in computing systems - CHI EA '11
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On today's human computation systems, designing tasks and workflows is a difficult and labor-intensive process. Can workers from the crowd be used to help plan workflows? ...
We explore this question with Turkomatic, a new interface to microwork platforms that uses crowd workers to help plan workflows for complex tasks. ...
Turkomatic is a crowdsourcing interface that consults the crowd to design and execute workflows based on user requests. ...
doi:10.1145/1979742.1979865
dblp:conf/chi/KulkarniCH11
fatcat:b3orncdtnjckjkmwa6yy6ohomq
Estimating Conversational Styles in Conversational Microtask Crowdsourcing
2020
Proceedings of the ACM on Human-Computer Interaction
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Our findings have important implications on task design with respect to improving worker performance and their engagement in microtask crowdsourcing. ...
Crowdsourcing marketplaces have provided a large number of opportunities for online workers to earn a living. ...
Section 3 depicts the workflow and structure of the conversational agent for microtask crowdsourcing, and our design of the conversational user interface. ...
doi:10.1145/3392837
fatcat:44wg3mja4bcxdotmt4akn7kxdi
Crowdsourced Data Management: Industry and Academic Perspectives
2015
Foundations and Trends in Databases
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their designs. ...
On the academic side, we summarize the state of the art in crowd-powered algorithms and system design tailored to large-scale data processing. ...
We now present a brief overview of how different academic communities approach crowdsourcing research. ...
doi:10.1561/1900000044
fatcat:rva7dinutnbnlj2hvm4j2hmhge
Modus Operandi of Crowd Workers
2017
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
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Based on our overall findings resulting from all the three studies, we introduce ModOp, a tool that helps to design crowdsourcing microtasks that are suitable for diverse crowd work environments. ...
complete microtasks on crowdsourcing platforms. ...
We believe that our findings will have broad implications on the design and workflow of crowdsourcing microtasks. ...
doi:10.1145/3130914
fatcat:ep3biik5ifgp5glxh5rcnk5duu
Geography of Solidarity: Spatial and Temporal Patterns
2016
Procedia Engineering
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that augment the information about the disaster for those who work on the ground. ...
Crowdsourcing technologies represent a paradigm shift in the way certain tasks are performed. ...
MicroMappers provides an interface to microtask data items allowing participants to make quick decisions about some content's relevance. ...
doi:10.1016/j.proeng.2016.08.060
fatcat:hy4ugq5ad5hqldaat7bjnwq3hq
A survey of task-oriented crowdsourcing
2014
Artificial Intelligence Review
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After almost a decade of active research into human computation and crowdsourcing, this paper presents a survey of crowdsourcing human computation systems, with the focus being on solving micro-tasks and ...
Back in the 1960s however, Licklider (1960) believed that machines and computers were just part of a scale in which computers were on one side and humans on the other (human computation). ...
It works over Mechanical Turk and is defined as "a crowdsourcing interface that consults the crowd to design and execute workflows based on user requests" (Kulkarni et al. 2011) . ...
doi:10.1007/s10462-014-9423-5
fatcat:mpy3ao66prbwpmbu3pniimsg7m
A Glimpse Far into the Future: Understanding Long-term Crowd Worker Quality
[article]
2016
arXiv
pre-print
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2017
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing - CSCW '17
unpublished
doi:10.1145/2998181.2998248 fatcat:jgey246jzne27lrztd2kfm2x4m
doi:10.1145/2998181.2998248 fatcat:jgey246jzne27lrztd2kfm2x4m
To understand whether workers set their quality based on the task's requirements for acceptance, we then perform an experiment where we vary the required quality for a large crowdsourcing task. ...
Microtask crowdsourcing is increasingly critical to the creation of extremely large datasets. ...
From our experiments, we conclude that crowdsourcing workflows should design methods to identify good workers and provide them with the ability to complete tasks with a low threshold for acceptance as ...
arXiv:1609.04855v1
fatcat:a7ti5uvzdbdsviydw5fbsejivq
"Why would anybody do this?"
2016
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16
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This paper contributes insights into how crowdsourcing sites could better engage seniors and other users. ...
Through an online survey with 505 seniors, we found that most have never heard of crowd work but would be motivated to complete tasks by earning money or working on interesting or stimulating tasks. ...
On average, participants attempted 4 tasks and completed only 1 task, a much lower completion rate than reported in previous studies using crowdsourcing interfaces customized for older adults [25] . ...
doi:10.1145/2858036.2858198
dblp:conf/chi/BrewerMP16
fatcat:ibhqyw7mhzdq5crvicl6doy6di
Crowd intelligence in AI 2.0 era
2017
Frontiers of Information Technology & Electronic Engineering
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The Internet based cyber-physical world has profoundly changed the information environment for the development of artificial intelligence (AI), bringing a new wave of AI research and promoting it into ...
As one of the most prominent characteristics of research in AI 2.0 era, crowd intelligence has attracted much attention from both industry and research communities. ...
However, with the different focuses on crowdsourcing, human computation places more emphasis on the computational microtasks that can be assigned to a group of individuals in a crowdsourcing way. ...
doi:10.1631/fitee.1601859
fatcat:x6aijr7ud5eojjuelaq3sv4v7a
Understanding the Crowd: Ethical and Practical Matters in the Academic Use of Crowdsourcing
[chapter]
2017
Lecture Notes in Computer Science
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Microtasks can also be designed specifically for mobile devices or with workflows that would mean that the HIT would not be failed if there was a loss in Internet connection or similar problem. ...
The people completing microtasks on crowdsourcing platforms are overwhelmingly workers providing labour, rather than people volunteering for a good cause or doings microtasks for leisure. ...
doi:10.1007/978-3-319-66435-4_3
fatcat:deerqoe5srei3etcssinky2fvy
Curating Social Media Data
[article]
2020
arXiv
pre-print
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However, due to the dynamic and noisy nature of social media data, performing accurate analysis on raw data is a challenging task. ...
Due to its immense popularity and high usage, data published on social media sites (e.g., Twitter, Facebook and Tumblr) is a rich ocean of information. ...
Micro-task Design Our research is closely tied to creating microtasks for social media curation; therefore it is important to discuss studies pertaining to microtask design. ...
arXiv:2002.09202v1
fatcat:5w2coglezfc4jlnu4h6oh23oqm
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