Influence before Hiring: A Two-tiered Incentive Compatible Mechanism for IoT-based Crowdsourcing in Strategic Setting Article Swipe
Bhargavi Chattu
,
Vikash Kumar Singh
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.21203/rs.3.rs-3410900/v1
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.21203/rs.3.rs-3410900/v1
In this article, a crowdsourcing scenario with multiple heterogeneous tasks and multiple IoT devices is studied as a two-tiered process. In the first tier, it is assumed that a substantial number of IoT devices are not aware of the hiring process and are made aware by utilizing their social connections. Each IoT device reports a cost (private) and is strategic. For the first tier, a truthful budget feasible mechanism is proposed. In the second tier, a set of quality IoT devices is determined and each of them reports private valuation that satisfies gross substitute criteria along with its favorite bundle of tasks. The truthful mechanisms are designed independently for determining the quality of IoT devices, and for hiring them and deciding their payment. Theoretical analysis shows that the proposed mechanisms are computationally efficient, truthful, correct, and budget feasible. The simulation is done to compare the proposed mechanisms with the existing mechanisms.
Related Topics
Concepts
Crowdsourcing
Computer science
Valuation (finance)
Mechanism design
Process (computing)
Payment
Incentive
Quality (philosophy)
Set (abstract data type)
Mechanism (biology)
Internet of Things
Bundle
Tier 2 network
Computer security
Computer network
Business
Microeconomics
Finance
World Wide Web
Economics
Programming language
Composite material
Epistemology
Philosophy
Materials science
Operating system
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- https://doi.org/10.21203/rs.3.rs-3410900/v1
- https://www.researchsquare.com/article/rs-3410900/latest.pdf
- OA Status
- green
- References
- 46
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4387514250
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4387514250Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.21203/rs.3.rs-3410900/v1Digital Object Identifier
- Title
-
Influence before Hiring: A Two-tiered Incentive Compatible Mechanism for IoT-based Crowdsourcing in Strategic SettingWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-10-10Full publication date if available
- Authors
-
Bhargavi Chattu, Vikash Kumar SinghList of authors in order
- Landing page
-
https://doi.org/10.21203/rs.3.rs-3410900/v1Publisher landing page
- PDF URL
-
https://www.researchsquare.com/article/rs-3410900/latest.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://www.researchsquare.com/article/rs-3410900/latest.pdfDirect OA link when available
- Concepts
-
Crowdsourcing, Computer science, Valuation (finance), Mechanism design, Process (computing), Payment, Incentive, Quality (philosophy), Set (abstract data type), Mechanism (biology), Internet of Things, Bundle, Tier 2 network, Computer security, Computer network, Business, Microeconomics, Finance, World Wide Web, Economics, Programming language, Composite material, Epistemology, Philosophy, Materials science, Operating systemTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
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46Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| publication_date | 2023-10-10 |
| publication_year | 2023 |
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