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"Does God Play Dice?" - Randomness vs. Deterministic Explanations of Crowdsourcing Success
2014
Academy of Management Proceedings
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Which factors are responsible for the success of crowdsourcing tournaments? ...
Current theorizing on crowdsourcing appears to assume that there is a deterministic relationship between factors such as the organization of the tournament, characteristics of the participants attracted ...
INTRODUCTION Recently, many companies have introduced crowdsourcing tournaments to outsource creative tasks such as idea generation, product or logo design to undefined solution bases outside the firm ...
doi:10.5465/ambpp.2014.235
fatcat:lkystijqv5hnpmv2ci5w3j6mtm
Crowdsourcing as a Tool for Urban Emergency Management: Lessons from the Literature and Typology
2019
Sensors
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Through a systematic literature review, our study makes a comparison between crowdsourcing tools designed for urban planning and urban emergency management and proposes a five-dimension typology of quality ...
As a result, crowdsourcing approaches for disaster prevention and management have been proposed and evaluated. ...
The funders had no role in the design of the study, in the collection, analysis, or interpretation of data, in the writing of the manuscript, or in the decision to publish the results. ...
doi:10.3390/s19235235
pmid:31795219
pmcid:PMC6928978
fatcat:anmy5w6iebhthe4eux2jixj4zu
No "one-size fits all"
2014
Proceedings of the 15th Workshop on Mobile Computing Systems and Applications - HotMobile '14
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We build on these preliminary results to argue for a principled approach for selecting incentive and incentive structures to match the variety of requirements of mobile crowdsourcing applications and discuss ...
of a basic mobile crowdsourced service. ...
to incentives in mobile crowdsourcing. ...
doi:10.1145/2565585.2565603
dblp:conf/wmcsa/RulaNBBG14
fatcat:6hq4ahzsbfdz5oqwln32n6dsne
Deep Learning for Mobile Crowdsourcing Techniques, Methods, and Challenges: A Survey
2021
Mobile Information Systems
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In view of this, we review the current research status of deep learning for mobile crowdsourcing from the perspectives of techniques, methods, and challenges. ...
With the ever-increasing popularity of mobile computing technology and the wide adoption of outsourcing strategy in labour-intensive industrial domains, mobile crowdsourcing has recently emerged as a promising ...
A k for protecting worker location privacy in spatial crowdsourcing is presented in Ref. [37] . It employs a mechanism based on differential privacy and geocasting to protect worker's privacy. ...
doi:10.1155/2021/6673094
doaj:526bd22b22354287b58ac08179088be1
fatcat:gotbqx6tmvglxmciyhmxezlvfq
An Incentive Mechanism Based on a Bayesian Game for Spatial Crowdsourcing
2019
IEEE Access
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In this paper, we design a precise incentive mechanism based on a Bayesian game for SC that successfully avoids the conditions limited by the Gibbard-Satterthwaite impossibility theorem. ...
INDEX TERMS Spatial information, crowdsourcing, incentive mechanism, Bayesian game, Jaccard coefficient. ...
[38] designed a crowdsourcing tournament to maximize the principal's utility in crowdsourcing and provide continuous incentives for users by rewarding them based on the rank they achieved. ...
doi:10.1109/access.2019.2894578
fatcat:5mfzoslr7nggdaduh3qvnriham
Understanding crowdsourcing projects: A review on the key design elements of a crowdsourcing initiative
2021
Creativity and Innovation Management
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This is especially relevant for tournament-based crowdsourcing for challenging, innovative problems. ...
As previously discussed, incentives are one of the most critical components in tournament-based crowdsourcing (Blohm et al., 2018; Leimeister et al., 2009) . ...
doi:10.1111/caim.12454
fatcat:nxupip4hrrhh5jkp2xj42ozgfi
Towards Successful Crowdsourcing Projects: Evaluating the Implementation of Governance Mechanisms
2015
Social Science Research Network
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We address this issue by means of a multiple case analysis in the scope of which we examine crowdsourcing projects on collaboration-based and/or competition-based crowdsourcing systems. ...
Hence, research and practice are on the lookout for the main factors influencing the success of crowdsourcing projects. ...
how, govern mechanisms are used in collaboration-based as well as in tournament-based crowdsourcing systems. ...
doi:10.2139/ssrn.3140601
fatcat:ciyzdpzlnfd6vbbo7aj6n3vfui
Designing a Crowd-Based Relocation System—The Case of Car-Sharing
2022
Sustainability
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We base our approach on crowdsourcing, a concept by which customers are requested to perform vehicle relocations. ...
This paper reports on our comprehensive DSR project on designing and instantiating a crowd-based relocation information system (CRIS). ...
Kolbe for their support and help during this project. Furthermore, we acknowledge support by the Open Access Publication Funds of the Göttingen University. ...
doi:10.3390/su14127090
fatcat:c5bvgzzisbh5nmvebc2ynxmb24
Research on the Tournament Incentive Mechanism of the Safety Behavior for Construction Workers: Considering Multiple Heterogeneity
2021
Frontiers in Psychology
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and ability level, based on the tournament mechanism to construct a competition incentive model. ...
By designing a tournament reward and salary distribution for heterogeneous workers, the occurrence of unsafe behaviors can be reduced. ...
Incentive mechanism for mobile crowdsourcing using an optimized tournament model. Ieee J. Select. ...
doi:10.3389/fpsyg.2021.796295
pmid:34966339
pmcid:PMC8710510
fatcat:yoottggfd5ddnmlb5og6rr6cuu
Towards Collaborative Mobile Crowdsourcing
[article]
2021
arXiv
pre-print
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Mobile Crowdsourcing (MC) is an effective way of engaging large groups of smart devices to perform tasks remotely while exploiting their built-in features. ...
Afterwards, we investigate the challenges in designing CMC tasks and discuss different team formation strategies involving the crowdsourcing platform and selected team leaders. ...
There are several studies that proposed different strategies for incentive design in classical MC, e.g., using reverse auction, distributed truthful rounds, and tournaments [11] , [12] . ...
arXiv:2104.05626v1
fatcat:24yy6ywbebalzcfun4oz5novzm
A Crowdsourcing Framework for On-Device Federated Learning
[article]
2020
arXiv
pre-print
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First, we show an incentive-based interaction between the crowdsourcing platform and the participating client's independent strategies for training a global learning model, where each side maximizes its ...
Under this setting, mobile devices perform computations on their local data before uploading the required updates to improve the global model. ...
Interestingly, incentive mechanism has been studied for years in mobile crowdsourcing/crowdsensing systems, especially with auction mechanisms (e.g., [31] , [32] , [33] ), contract and tournament models ...
arXiv:1911.01046v2
fatcat:4vzzsu6mj5gwvhdywlsfhukocu
Crowdsourcing, Sharing Economies, and Development
2017
Journal of Developing Societies
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What are the similarities and differences between crowdsourcing and sharing economy? What factors influence their use in developing countries? ...
and differences of different types of crowdsourcing with the sharing economy, thus addressing a gap in the current literature. ...
and sharing economy for addressing developmental challenges while maximizing positive impacts and minimizing negative side effects. ...
doi:10.1177/0169796x17710072
fatcat:c2wo7o6znffsjgukxclrioie6e
Product Empire — Serious play with barcodes
2010
2010 Internet of Things (IOT)
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Mobile Applications, Barcode, Internet of Things, Usergenerated Content, Crowdsourcing, Social Networks I. ...
This user-generated product repository aims at providing a base to link real world objects with virtual information. ...
Accordingly, we reason that a well designed playful approach can provide incentives for users to create a product repository as a side-effect of a game. ...
doi:10.1109/iot.2010.5678456
dblp:conf/iot/BuddeM10
fatcat:hyvxjgvmpngt3pl3sebtafmjeq
Crowd-Sourcing a Way to Sustainable Urban Logistics: What Factors Influence Enterprises' Willingness to Implement Crowd Logistics?
2020
IEEE Access
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ACKNOWLEDGMENT The authors would like to thank the anonymous reviewers for their valuable remarks and comments. ...
For example, mobile crowdsourcing-based traffic and navigation software Waze can be used by users to share traffic and other road data, while others can use the information to modify driving routes and ...
For example, Picoto et al. studied the influencing factors of retailers' absorption of mobile commerce based on the TOE theory [37] . ...
doi:10.1109/access.2020.3044921
fatcat:n2eu7cnkznborobfp242yhk5bu
Comparing output from two methods of participatory design for developing implementation strategies: traditional contextual inquiry vs. rapid crowd sourcing
2022
Implementation Science
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To select the best participatory design approach to inform implementation strategy design for a particular context, researchers should carefully consider unique advantages of each method and weigh the ...
Only observations and interviews identified implementation strategies related to adapting and tailoring to context; only the innovation tournament identified implementation strategies that used incentives ...
We hosted the online tournament on the "Your Big Idea Platform" that facilitates crowdsourcing for ideas and solutions. ...
doi:10.1186/s13012-022-01220-9
pmid:35854367
pmcid:PMC9295107
fatcat:y7xzbsuy7fh4ba457zavbbgtpa
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