# Understanding user behavior of virtual personal assistant devices

> Research article (Information Systems and e-Business Management, 2018) · cited 172× · AI/ML

**Wikidata**: [openalex:W2809936677](https://www.wikidata.org/wiki/openalex:W2809936677)  
**Source**: https://4ort.xyz/entity/understanding-user-behavior-of-virtual-personal-assistant-devices