TypingSuite: Integrated Software for Presenting Stimuli, and Collecting and Analyzing Typing Data

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• 作者：Erin L. Mazerolle (1) (2)
  Yannick Marchand (1) (3)
  
  1. Department of Psychology and Neuroscience ; Dalhousie University ; Halifax ; NS ; Canada
  2. Department of Radiology ; University of Calgary ; Calgary ; AB ; Canada
  3. Faculty of Computer Science ; Dalhousie University ; 6050 University Avenue ; PO BOX 15000 ; Halifax ; NS ; B3H 4R2 ; Canada
  
• 关键词：Typing patterns ; Keystroke dynamics ; Psycholinguistics ; Biometrics ; Software
• 刊名：Journal of Psycholinguistic Research
• 出版年：2015
• 出版时间：April 2015
• 年：2015
• 卷：44
• 期：2
• 页码：127-139
• 全文大小：793 KB
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• 刊物主题：Psychology, general; Cognitive Psychology; Psycholinguistics;
• 出版者：Springer US
• ISSN：1573-6555

文摘

Research into typing patterns has broad applications in both psycholinguistics and biometrics (i.e., improving security of computer access via each user鈥檚 unique typing patterns). We present a new software package, TypingSuite, which can be used for presenting visual and auditory stimuli, collecting typing data, and summarizing and analyzing the data. TypingSuite is a Java-based software package that is platform-independent and open-source. To validate TypingSuite as a beneficial tool for researchers who are interested in keystroke dynamics, two studies were conducted. First, a behavioural experiment based on single word typing was conducted that replicated two well-known findings in typing research, namely the lexicality and frequency effects. The results confirmed that words are typed faster than pseudowords and that high frequency words are typed faster than low frequency words. Second, in regard to biometrics, it was also shown that typing data from the same user are more similar than data from different users. Because TypingSuite allows its users to easily implement an experiment and to collect and analyze data within a single software package, it holds promise for being a valuable educational and research tool in language-related sciences such as psycholinguistics and natural language processing.