How to Bid Success in Crowdsourcing Contest? ― Evidence from the Translation Tasks of Tripadvisor

Kunxiang Dong, Yan Sun, Zongxiao Xie, Jie Zhen
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Abstract

Abstract Material incentive is the main motivation for solvers to attend crowdsourcing tasks. So raising the bidding success rate is benefit to inspire the solvers attendance’ and increase the answering quality. This paper analyzes the effect of participation experience, task-fit capability, participation strategy and task attribute on the solvers bidding success by the solvers attending the series tasks of Tripadvisor. The results show that: 1) Participation times enrich the participation experiences and promote the bidding success, while bidding success times and last performances lower the bidding success because of the cognitive fixation; 2) The chance of bidding success will be increase when the solver own high task-fit capability; 3) The relationship between task submit sequence and bidding success is the type of reverse U shape, and the optimal submit sequence rate on the top of the reverse U shape; 4) Higher task difficulty lower bidding success, while higher task density easier bidding success.
众包竞赛如何中标?-来自Tripadvisor翻译任务的证据
物质激励是求解者参与众包任务的主要动机。因此,提高招投标成功率有利于激励求解者的出勤率,提高答题质量。本文分析了参与经验、任务契合能力、参与策略和任务属性对求解者参与Tripadvisor系列任务竞标成功的影响。结果表明:1)参与次数丰富了参与体验,促进了投标成功,而投标成功次数和上次业绩由于认知固着而降低了投标成功;2)求解者具有较高的任务拟合能力时,投标成功的几率会增大;3)任务提交顺序与投标成功率呈倒U型关系,最优提交顺序率位于倒U型顶部;4)任务难度越大,中标成功率越低,任务密度越大,中标成功率越高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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