使用 "圆盘法 "自动确定行为人格类型:基于人工智能的程序和聊天机器人比较研究

Vasily Kashkin, Valeriya Paliy
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引用次数: 0

摘要

文章介绍了基于人工智能的程序和聊天机器人的比较研究和测试结果,以使用 DISC 方法确定客户的性格类型。本研究的目的是就基于心理测量的文本分析自动化程序的比较效果及其在实践中使用的可能性得出结论。我们使用自动语言模型分析了 62 个文本挖掘程序和 11 个人工智能聊天机器人,并确定了那些能够基于 DISC 方法进行心理测量文本分析的程序。我们使用选定的程序分析了选定公司领导的社交媒体帖子和访谈文本,以确定其心理特征和人格类型。所研究的程序能够根据他/她的文本和社交网络确定其人格类型,但我们认为,如今这种评估不如直接对一个人进行心理测试和观察他/她在现实生活中的行为来得可靠。从市场营销的角度来看,这种研究一个人的方法非常有用,可以根据潜在客户的心理特征来准备产品和业务报价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automated Determination of a Behavioral Personality Type Using the Disc Method: Comparative Research of Programs and Chatbots Based on Artificial Intelligence
The article presents the results of the comparative research and testing of programs and chatbots based on artificial intelligence in order to determine the type of client's personality using the DISC method. The purpose of this study is to draw conclusions about the comparative effectiveness of the automated programs of psychometric text-based analysis and the possibility of their use in practice. We have analyzed 62 text mining programs and 11 artificial intelligence chatbots using automated language models and identified those that are capable of psychometric text analysis based on the DISC methodology. Using selected programs, we analyzed the text of social media posts and interviews of the selected company leader in order to determine his psychological characteristics and personality type. The studied programs are able to determine the personality type based on his/her texts and social networks, however, in our opinion, today such an assessment is not as reliable as with direct psychometric testing of a person and observation of his/her behavior in real life. This method of studying a person is quite useful from a marketing point of view and allows to prepare a product and business offer based on the psychological characteristics of a potential client.
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