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Crowdsourcing for NLP
2015
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorial Abstracts
We will introduce different crowdsourcing platforms, review privacy and institutional review board issues, and provide rules of thumb for cost and time estimates. ...
data in the context of psychology; e.g. finding how word use varies with age, sex, personality, health, and happiness. ...
doi:10.3115/v1/n15-4002
dblp:conf/naacl/Callison-BurchU15
fatcat:2f36irnsn5bybo6kou3lfavzry
Ushahidi: Empowering Citizens through Crowdsourcing and Digital Data Collection
2017
Field Actions Science Reports
Created in 2007, Ushahidi which means "testimony" in Swahili, is both the name of a Kenyan not-for-profit civic tech company and of a crowdsourcing platform allowing to submit violence reports and map ...
In this interview, Juliana Rotich, co-founder and former Executive Director of Ushahidi, introduces the Ushahidi technology and the next challenges to face, notably in the context of African smart cities ...
It could be a powerful tool to monitor and analyze data in times of crisis. ...
doaj:24134d97ee4a43419e3118195c625df7
fatcat:retruij2dvdrhbfpw4zkjv27ga
A Survey on Crowdsourcing Applications in Smart Cities
[article]
2022
arXiv
pre-print
This survey helps in understanding the current situation of smart cities from the viewpoint of crowdsourcing and discusses the future research directions in this field. ...
Since smartification requires a variety of dynamic information in different urban dimensions, mobile crowdsourcing has gained importance in smart cities. ...
Mobile crowdsourcing is a paradigm for the real-time collection of a great deal of information on smart transportation in cities [94] . ...
arXiv:2204.05421v1
fatcat:pivanu7frbc3xgbsjsvrquafnm
Guest Editorial Special Issue on Trust, Security, and Privacy in Crowdsourcing
2018
IEEE Internet of Things Journal
), the Project Supported by Natural Science Basic Research Plan in Shaanxi Province of ...
Acknowledgment This work is sponsored by the NSFC (grants 61672410 and U1536202), the National Key Research and Development Program of China (grant 2016YFB0800704), the NSFC (grants 61672410 and U1536202 ...
multi-keyword search in the context of MCS in the paper titled "Practical Attribute-Based Multi-keyword Search Scheme in Mobile Crowdsourcing". ...
doi:10.1109/jiot.2018.2860302
fatcat:jsi4pc4lerbh3mqz66bmhmxhzy
Emotional Crowdsourcing Tool Design for Product Development: A Case Study Using Local Crowds
[chapter]
2018
Advances in Intelligent Systems and Computing
and then identify a set of emotions and corresponding design features applicable for a crowdsourcing platform design and gain better understanding of common key concerns affecting the users' satisfaction ...
To maximize its utility, regarding a crowdsourcing tool as an everyday thing used by crowds, in this paper, we integrate emotion and emotional design into a human-centred design process with local crowds ...
Here, we focus on the crowdsourcing platform design issues with a new lens of emotional design in the context of supporting new product development. ...
doi:10.1007/978-3-319-94944-4_3
fatcat:pw3pe34cknaztaywflwjy426xy
Coastal marine data crowdsourcing using the Internet of Floating Things: Improving the results of a water quality model
2020
IEEE Access
The selected application focuses on predicting the spatial and temporal pattern of sea pollutants and their possible presence and time of persistence in the proximity of mussel farm areas in the Bay of ...
While the everything as a sensor is a typical data gathering pattern in the Internet of Things (IoT) applications in contexts such as smart cities, smart factories, and precision agriculture, among others ...
2 From the open data point of view, the project run in the context of OpenSeaMap 3 has the aim to collect leisure yachts GPS positions and depth data from the on board echo sounder on a volunteer basis ...
doi:10.1109/access.2020.2996778
fatcat:4zknl63nrrhapbhs7aq7kvoymq
Introduction to the Special Issue on Crowd in Intelligent Systems
2016
ACM Transactions on Intelligent Systems and Technology
We thank them for their time and dedication and appreciatively acknowledge the support of the ACM TIST editorial board. ...
Jose, studies gamification in crowdsourcing in the context of relevance assessments. The article describes a game framework where competition among workers is used as incentive. ...
doi:10.1145/2920522
fatcat:6tw7jp544rbpzhb22cqirtzpty
Towards A Reliable Ground-Truth For Biased Language Detection
[article]
2021
figshare.com
We conclude that detailed annotator training increases data quality, improving the performance of existing bias detection systems. We will continue to extend our dataset in the future. ...
Our results demonstrate the existing crowdsourcing approaches' lack of data quality, underlining the need for a trained expert framework to gather a more reliable dataset. ...
Crowdsourcing We first seek to compare user performances on MTurk and Prolific in the context of media bias. We rely on the news bias dataset provided by [8] as data ground-truth. ...
doi:10.6084/m9.figshare.17192885.v1
fatcat:2heuszttbfadbo7eilgyeixnry
Towards A Reliable Ground-Truth For Biased Language Detection
[article]
2021
figshare.com
We conclude that detailed annotator training increases data quality, improving the performance of existing bias detection systems. We will continue to extend our dataset in the future. ...
Our results demonstrate the existing crowdsourcing approaches' lack of data quality, underlining the need for a trained expert framework to gather a more reliable dataset. ...
Crowdsourcing We first seek to compare user performances on MTurk and Prolific in the context of media bias. We rely on the news bias dataset provided by [6] as data ground-truth. ...
doi:10.6084/m9.figshare.17192885
fatcat:7ktjhxvysffa5m7yemqxawt7lm
Context Weaver: Awareness and feedback in networked mobile crowdsourcing tools
2015
Computer Networks
Mobile crowdsourcing allows people to collect data using a large pool of participants. In this paper, we focus on mobile crowdsourcing for citizens to solve local issues in context. ...
We discuss a methodology for exploratory mobile crowdsourcing by citizens based on the provision of mutual awareness and rapid feedback in context. ...
Conclusion We have discussed the design of networked mobile crowdsourcing tools based 630 on the field trials of Context Weaver. ...
doi:10.1016/j.comnet.2015.05.022
fatcat:xxgwnhpecrbvhgrt7ahpjdmv7e
The Dos and Dont's of Crowdsourcing Software Development
[chapter]
2015
Lecture Notes in Computer Science
particularly in an outsourcing context where companies seek to take advantage of resources beyond co-located developers on a single site. ...
As mentioned, the OSS phenomenon has inspired other forms of outsourcing, of which crowdsourcing is one. This work will focus on crowdsourcing in software development. ...
doi:10.1007/978-3-662-46078-8_6
fatcat:bzg66bar2jbv7n27b5olj2hyx4
Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing
[article]
2021
arXiv
pre-print
We find that the Final Rule, the common ethical framework used by researchers, did not anticipate the use of online crowdsourcing platforms for data collection, resulting in gaps between the spirit and ...
The use of crowdworkers in NLP research is growing rapidly, in tandem with the exponential increase in research production in machine learning and AI. ...
This research was partially supported by the Ministry of Science and Technology in Taiwan under grants MOST 108-2221-E-001-012-MY3 and MOST 109-2221-E-001-015- [sic]. ...
arXiv:2104.10097v1
fatcat:qjlcivrkrfhmffyauvnxipmcfy
Two's company, three's a crowd: a case study of crowdsourcing software development
2014
Proceedings of the 36th International Conference on Software Engineering - ICSE 2014
Crowdsourcing has been applied quite successfully in various contexts from basic tasks on Amazon Mechanical Turk to solving complex industry problems, e.g. InnoCentive. ...
The development cost was much greater than originally expected, overhead in terms of company effort to prepare specifications and answer crowdsourcing community queries was much greater, and the time-scale ...
This work was supported, in part, by Science Foundation Ireland grant 10/CE/I1855 to Lero-the Irish Software Engineering Research Centre (www.lero.ie). ...
doi:10.1145/2568225.2568249
dblp:conf/icse/StolF14
fatcat:lrhxu373bjgxlappipmjgdgqkq
Deep-Gap: A deep learning framework for forecasting crowdsourcing supply-demand gap based on imaging time series and residual learning
[article]
2019
arXiv
pre-print
In this paper, we propose Deep-Gap, a deep learning approach based on residual learning to predict the gap between mobile crowdsourced service supply and demand at a given time and space. ...
However, the success of mobile crowdsourcing relies on balancing the supply and demand by first accurately forecasting spatially and temporally the supply-demand gap, and then providing efficient incentives ...
The statements made herein are solely the responsibility of the authors. ...
arXiv:1911.07625v1
fatcat:66efcqdq3vhr3p2tyfzvnhlfhi
Crowdsourcing Used in Higher Education: An Empirical Study on a Sustainable Translation Teaching Mode Based on Crowdsourced Translation
2022
Sustainability
This mode of translation teaching based on crowdsourcing has a certain reference value for the cultivation of high-quality language service talents and the construction of a new mode of personnel training ...
The results demonstrate that the integration of crowdsourcing with translation teaching worked well. ...
This research proposes an MTI translation teaching mode based on crowdsourced translation and project-based tasks, and explores the practical problems and their solutions in the teaching process. ...
doi:10.3390/su14063140
fatcat:agcv3oju65g2fou5smdowh2xhq
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