医务人员选拔系统的算法和软件

Viktor Yamburenko, I. Liutenko, Andrii Kopp, Dmytro Holovnia
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引用次数: 0

摘要

任何组织都有大量的日常工作,招聘机构也不例外。对招聘机构员工的活动进行有效的管理组织和自动化并非易事。系统应使招聘机构员工的日常工作自动化,并为客户提供方便。本文提出了一种自动选择必要医务人员的方法。并非所有招聘机构使用的信息系统都能对候选人进行比较,并生成包括几名最佳候选人的结果。根据对主题领域的分析,确定了对医务人员选择有重大影响的参数组。所提出的方法是分析客户的请求,然后在系统中找到与之参数相似的其他客户的请求,并已找到相应的候选人。下一步是将为这些请求推荐的医疗保健专业人员的个人资料(作为基准)与现有候选人进行进一步比较。每个员工档案参数都有自己的相似度函数。现有候选人将获得分数并进行排名。此外,我们还通过将候选人与当前请求进行比较来调整评估。我们开发的软件可自动遴选医务人员。为实现该软件,我们提出了一个三级客户服务器架构。服务器部分选择了 MVC(模型视图控制器)架构。客户端部分使用单页应用程序架构模板。服务器部分分为三层,进一步划分和构建了系统组件的职责。.NET技术用于实现业务逻辑。服务器和数据库提供商使用 SQL Server。使用软件实现开发的系统取得了相当不错的效果。从 500 份简历中选出 10 名最佳候选人的平均时间为 0.4 秒,而一个人处理 1 份简历则需要几分钟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ALGORITHM AND SOFTWARE OF MEDICAL PERSONNEL SELECTION SYSTEM
There is a lot of routine work in any organization, including in recruitment agencies. Effective management organization and automation of activities of employees of recruiting agencies is not an easy task. The system should automate the routine actions of workers of recruiting agencies and be convenient for their clients. This paper proposes an approach to automating the selection of necessary medical staff. Not all information systems used by recruiting agencies can compare candidates and generate results that include several of the best candidates. Based on the analysis of the subject area, groups of parameters that significantly affect the choice of medical personnel were determined. The proposed approach is to analyze the request from the client, and then in the system find requests of other clients similar to it in terms of parameters, for which a candidate has already been found. The next step is to take the profiles of healthcare professionals that have been suggested for these requests (they act as benchmarks) to further compare them with existing candidates. Each employee profile parameter has its own similarity function. Available candidates will receive scores and will be ranked. We also additionally adjust the assessment by comparing candidates with the current request. Software was developed to automate the selection of medical personnel. For its implementation, a three-level client-server architecture is proposed. MVC (Model View Controller) architecture was chosen for the server part. The Single Page Application architectural template is used for the client part. The server part is divided into three layers, which further demarcate and structure the responsibilities of the system components. .NET technologies are used to implement business logic. SQL Server is used for the server and database provider. The use of the software implementation of the developed system demonstrated quite good results. The average time for selecting the 10 best candidates out of 500 is 0.4 seconds, and the processing of only 1 resume by a person takes several minutes.
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