论文标题

MyMigrationBot:基于云的Facebook社交聊天机器人,用于移民人群

MyMigrationBot: A Cloud-based Facebook Social Chatbot for Migrant Populations

论文作者

Chlasta, Karol, Sochaczewski, Paweł, Grabowska, Izabela, Jastrzębowska, Agata

论文摘要

我们介绍了一个名为MyMigrationBot的新的基于云的社交聊天机器人的设计,实施和评估,该聊天机器人已部署到Facebook。该系统询问并回答与用户的性格特征和人工工作能力相关的问题,以提供反馈,并可能支持移民人口。聊天机器人的响应数据库基于信誉良好的社会心理工具,可以自定义。该系统的后端用node.js编写,部署到AWS和Twilio,并通过Graph和Messenger API与Facebook一起。据我们所知,这是第一个部署到Facebook的多语言社交聊天机器人,旨在研究和支持欧洲反馈的移民人群。它没有其他机器人的个性,但是可以研究和反馈移民的个性以及其他定制问卷,例如工作竞争力。社交聊天机器人在我们的研究项目中的目的是使用量身定制的反馈信息来帮助移民参与社会研究。它可以帮助移民了解他们的心理社会资源,从而促进他们进入接收劳动力市场的整合过程。我们评估了53人组的聊天机器人。 23位移民,我们提出结果。

We present the design, implementation and evaluation of a new cloud-based social chatbot called MyMigrationBot, that is deployed to Facebook. The system asks and answers questions related to user's personality traits and person-job competency fit to give feedback, and potentially support migrant populations. The chatbot's response database is based on reputable socio-psychological tools and can be customised. The system's backend is written with Node.js, deployed to AWS and Twilio, and joined with Facebook through Graph and Messenger APIs. To our knowledge this is the first multilingual social chatbot deployed to Facebook and designed to research and support migrant populations with feedback in Europe. It does not have personality like other bots, but it can study and feedback on migrants' personality and on other customised questionnaires e.g., job-competency fit. The aim of a social chatbot in our research project is to help engage migrants with social research using feedback information tailored to them. It can help migrants to get knowledge about their psycho-social resources and therefore to facilitate their integration process into a receiving labour market. We evaluated the chatbot on a group of 53 people, incl. 23 migrants, and we present the results.

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