Effects of an intelligent virtual assistant on office task performance and workload in a noisy environment

被引:7
|
作者
Haghighat, Parian [1 ]
Nguyen, Toan [1 ]
Valizadeh, Mina [2 ]
Arvan, Mohammad [2 ]
Parde, Natalie [2 ]
Kim, Myunghee [1 ]
Jeong, Heejin [3 ]
机构
[1] Univ Illinois, Dept Mech & Ind Engn, Chicago, IL USA
[2] Univ Illinois, Dept Comp Sci, Chicago, IL USA
[3] Arizona State Univ, Ira A Fulton Sch Engn, Tempe, AZ 85281 USA
关键词
Intelligent virtual assistant; Office work; Background noise; Conversational agents; Digital personal assistants; Human -computer interaction; AUTOMATIC SPEECH RECOGNITION; MENTAL WORKLOAD; SOFTWARE; TIME;
D O I
10.1016/j.apergo.2023.103969
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study examines the effects of noise and the use of an Intelligent Virtual Assistant (IVA) on the task per-formance and workload of office workers. Data were collected from forty-eight adults across varied office task scenarios (i.e., sending an email, setting up a timer/reminder, and searching for a phone number/address) and noise types (i.e., silence, non-verbal noise, and verbal noise). The baseline for this study is measured without the use of an IVA. Significant differences in performance and workload were found on both objective and subjective measures. In particular, verbal noise emerged as the primary factor affecting performance using an IVA. Task performance was dependent on the task scenario and noise type. Subjective ratings found that participants preferred to use IVA for less complex tasks. Future work can focus more on the effects of tasks, demographics, and learning curves. Furthermore, this work can help guide IVA system designers by highlighting factors affecting performance.
引用
收藏
页数:10
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