Looking for Jobs? Matching Adults with Autism with Potential Employers for Job Opportunities

Joseph Thomas Bills, Yiu-Kai Ng
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引用次数: 3

Abstract

Adults with autism face many difficulties when finding employment, such as struggling with interviews and needing accommodating environments for sensory issues. Autistic adults, however, also have unique skills to contribute to the workplace that companies have recently started to seek after, such as loyalty, close attention to detail, and trustworthiness. To work around these difficulties and help companies find the talent they are looking for we have developed a job-matching system. Our system is based around the stable matching of the Gale-Shapley algorithm to match autistic adults with employers after estimating how both adults with autism and employers would rank the other group. The system also uses filtering to approximate a stable matching even with a changing pool of users and employers, meaning the results are resistant to change as the result of competition. Such a system would be of benefit to both adults with autism and employers and would advance knowledge in recommender systems that match two parties.
找工作?将自闭症成人与潜在雇主配对以获得工作机会
成年自闭症患者在找工作时面临许多困难,比如在面试中挣扎,需要适应感官问题的环境。然而,自闭症成年人也有独特的技能,可以为公司最近开始追求的工作场所做出贡献,比如忠诚、对细节的密切关注和值得信赖。为了解决这些困难,帮助公司找到他们需要的人才,我们开发了一个工作匹配系统。我们的系统是基于Gale-Shapley算法的稳定匹配,在估计自闭症成年人和雇主如何对另一组进行排名后,将自闭症成年人与雇主匹配起来。该系统还使用过滤来近似稳定匹配,即使是在用户和雇主不断变化的情况下,这意味着结果不会因为竞争而发生变化。这样的系统对自闭症成年人和雇主都有好处,并将推进匹配双方的推荐系统的知识。
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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