Behavioral Profiling for Employees using Social Media: A Case Study based on WeChat
文献类型：会议论文
| 作者 | Ni, Xiaochun ; Zeng, Shuai; Qin, Rui; Li, Juanjuan; Yuan, Yong; Wang, Fei-Yue
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| 出版日期 | 2017-10-20 |
| 会议日期 | Oct. 20-22, 2017 |
| 会议地点 | Jinan, China |
| 关键词 | Employee Behavioral Profiling Behavior Analysis Social Media |
| 英文摘要 | With the continuing development and innovation of modern information and communication technologies in recent years, social media platforms, such as WeChat and Microblog, have been witnessed to play a key role in employee management for enterprises or organizations, enabling individual or groups of employees to express their viewpoints or report their works in a real-time fashion. The resulting Cyber-workspace in social media, which exists in parallel with employees’ physical workspace, has the potential of greatly changing the forms and functions of the organizations, as well as the knowledge structures and behavioral patterns of employees, thus bringing unprecedented challenges to the existing research efforts on the management of organizational behavior. In this paper, we propose an approach of behavioral profiling for analyzing and better understanding employees, with the input of large amounts of real-time collected data generated by employees’ daily reported works on social media. Our aim is to characterize the diversified behavior patterns of employees in an automatic and accurate fashion for organization management. We also validate our proposed method using a real-world dataset collected from WeChat, and the experimental results prove our analysis, as well as the effectiveness of our approach. |
| 会议录 | Proceedings of the 2017 Chinese Automation Congress
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| 源URL | [http://ir.ia.ac.cn/handle/173211/19631]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 通讯作者 | Yuan, Yong |
| 作者单位 | The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences |
| 推荐引用方式 GB/T 7714 | Ni, Xiaochun,Zeng, Shuai,Qin, Rui,et al. Behavioral Profiling for Employees using Social Media: A Case Study based on WeChat[C]. 见:. Jinan, China. Oct. 20-22, 2017. |
入库方式： OAI收割
来源：自动化研究所
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