Digitalization of technology advisory service demand for crowdsourcing service provider selection
作者单位：School of Economics and Business AdministrationChongqing University School of ManagementZhejiang University
会议名称：《第十六届（2021）中国管理学年会》
会议日期：2021年
学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 07[理学] 070105[理学-运筹学与控制论] 0701[理学-数学]
关 键 词：Crowdsourcing service provider selection two-stage selection model matching degree
摘 要：With the continuous development of the information technology,crowdsourcing mode is widely *** the crowdsourcing platform of scientific consulting service,the demanders can publish their task requirements,and service providers can display their *** the increasing number of demanders and service providers on the platform,manual task matching has obvious disadvantages,such as high time consuming and low task matching *** address the above problems,we propose a Two-Stage Crowdsourcing Service Provider Selection model（TSCSPS） to match the task design and the service *** the first stage,we select the initial candidate service providers based on the classification of the task *** the second stage,we employ the similarity to determine the final servicer ***,we construct domain dictionary to extract the keywords of the task design and the information of service ***,we calculate the matching degree between a task design and the service provider based on the proposed similarity ***,we select the top service provider as the final crowdsourcing service *** results show that our model is superior to the manual selection in terms of the correct percentage of matching.