Mining Twitter to Assess the Public Perception of the "Internet of Things"

被引:54
作者
Bian, Jiang [1 ]
Yoshigoe, Kenji [2 ]
Hicks, Amanda [1 ]
Yuan, Jiawei [3 ]
He, Zhe [4 ]
Xie, Mengjun [2 ]
Guo, Yi [1 ]
Prosperi, Mattia [5 ]
Salloum, Ramzi [1 ]
Modave, Francois [1 ]
机构
[1] Univ Florida, Hlth Outcomes & Policy, Gainesville, FL 32611 USA
[2] Univ Arkansas, Dept Comp Sci, Little Rock, AR 72204 USA
[3] Embry Riddle Aeronaut Univ, Dept Elect Comp Software & Syst Engn, Daytona Beach, FL USA
[4] Florida State Univ, Sch Informat, Tallahassee, FL 32306 USA
[5] Univ Florida, Dept Epidemiol, Gainesville, FL USA
关键词
D O I
10.1371/journal.pone.0158450
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Social media analysis has shown tremendous potential to understand public's opinion on a wide variety of topics. In this paper, we have mined Twitter to understand the public's perception of the Internet of Things (IoT). We first generated the discussion trends of the IoT from multiple Twitter data sources and validated these trends with Google Trends. We then performed sentiment analysis to gain insights of the public's attitude towards the IoT. As anticipated, our analysis indicates that the public's perception of the IoT is predominantly positive. Further, through topic modeling, we learned that public tweets discussing the IoT were often focused on business and technology. However, the public has great concerns about privacy and security issues toward the IoT based on the frequent appearance of related terms. Nevertheless, no unexpected perceptions were identified through our analysis. Our analysis was challenged by the limited fraction of tweets relevant to our study. Also, the user demographics of Twitter users may not be strongly representative of the population of the general public.
引用
收藏
页数:14
相关论文
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