Text messaging is the most widely used form of computer-mediated communication (CMC). Previous findings have shown that linguistic factors can reliably indicate messages as deceptive. For example, users take longer and use more words to craft deceptive messages than they do truthful messages. Existing research has also examined how factors, such as student status and gender, affect rates of deception and word choice in deceptive messages. However, this research has been limited by small sample sizes and has returned contradicting findings. This paper aims to address these issues by using a dataset of text messages collected from a large and varied set of participants using an Android messaging application. The results of this paper show significant differences in word choice and frequency of deceptive messages between male and female participants, as well as between students and non-students.
翻译:以往的研究结果表明,语言因素可以可靠地表明信息具有欺骗性,例如,用户在编造欺骗性信息时使用的时间比他们编造真实信息的时间长,使用的语言更多;现有研究还研究了学生地位和性别等因素如何影响欺骗率和欺骗性信息中的字选率;然而,这种研究受到少量抽样的局限,并又回到了相互矛盾的结论;本文件的目的是利用从使用安卓信息应用程序的大批不同参与者收集的一组文字信息数据集来解决这些问题;本文的结果显示,男女参与者之间以及学生和非学生之间在文字选择和欺骗性信息频率方面差异很大。