A game-based mechanism for managing 2-decomposable tasks in competitive crowdsourcing environments.
With the rapid development of social platforms and human activities, people are now interested to solve their problems with the help of the social crowd-powered system. So, crowdsourcing has become a promising way of solving problems in a distributed manner within a specific time. Crowd workers pick...
| Publicado en: | Behaviour & Information Technology Vol. 42; no. 14; pp. 2366 - 2387 |
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| Autores principales: | , |
| Formato: | algorithm equations & formulas pictorial research tables/charts Journal Article |
| Publicado: |
Taylor & Francis Ltd
Nov2023
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=173272243&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 173272243 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 0144929X B6Q jtl: Behaviour & Information Technology issn: 0144929X maglogo: Y pubinfo: dt: Nov2023 vid: 42 iid: 14 pid: 377 pub: Taylor & Francis Ltd place: Philadelphia, Pennsylvania artinfo: ui: 173272243 159410686 173272243 173272243 10.1080/0144929X.2022.2123747 173272243 ppf: 2366 ppct: 21 formats: tig: atl: A game-based mechanism for managing 2-decomposable tasks in competitive crowdsourcing environments. aug: au: Mridha, Sankar Kumar Bhattacharyya, Malay affil: Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India sug: subj: Gamification Crowdsourcing Economic Competition Problem Solving Task Performance and Analysis Collaboration Reimbursement, Incentive Cost Savings Human Male Female Marketing Teamwork Models, Theoretical Motivation Cost Effectiveness Analysis Information Technology Costs and Cost Analysis Consumer Participation Algorithms Simulations Work Environment Male Female ab: With the rapid development of social platforms and human activities, people are now interested to solve their problems with the help of the social crowd-powered system. So, crowdsourcing has become a promising way of solving problems in a distributed manner within a specific time. Crowd workers pick up a task (simple or complex) and solve it with competing interest or collaboratively and receive an incentive (as monetary or non-monetary). In paid crowdsourcing platforms, crowd workers solve complex tasks and get remunerations through prior bidding or prior announcement of fee decided by the requester (task provider). For decomposable tasks, a single winner may not provide a significant solution to the requester due to the insufficient knowledge. So, we induce collaboration in competitive crowdsourcing markets to better handle decomposable-type tasks. In this paper, we propose an envelope game-based mechanism that ensures if the tasks are decomposable then the workers will be encouraged to collaborate with their subtasks and share their remunerations. This mechanism also increases the chance of receiving more number of cost-effective solutions. Thus both the requester and crowd workers get benefits from the system. The effectiveness of the proposed mechanism is evaluated through empirical analysis on simulated environments. pubtype: Academic Journal doctype: algorithm equations & formulas pictorial research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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