{"title":"Looking for Jobs? Matching Adults with Autism with Potential Employers for Job Opportunities","authors":"Joseph Thomas Bills, Yiu-Kai Ng","doi":"10.1145/3472163.3472270","DOIUrl":null,"url":null,"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.","PeriodicalId":242683,"journal":{"name":"Proceedings of the 25th International Database Engineering & Applications Symposium","volume":"56 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 25th International Database Engineering & Applications Symposium","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3472163.3472270","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.