杨楷,男,香港城市大学商学院资讯系统系博士,现任职深圳大学经济学院会计系助理教授,主要的研究方向为大数据分析、智能会计、金融科技以及人工智能,并致力于探索人工智能领域顶尖成果在会计领域的应用及创新。其研究成果发表在国际顶级商业期刊,如《Information Systems Research》、人工智能领域知名期刊,如《Neurocomputing》,《Expert Systems with Applications》,管理信息系统顶级会议ICIS、HICSS,以及计算语言学顶级会议COLING。
大数据分析、智能会计、金融科技以及人工智能
2011~2015 华南理工大学,软件学院,学士
2015~2017 华南理工大学,软件学院,硕士
2017~2020 香港城市大学,商学院,博士
Kai Yang, Raymond YK Lau, Ahmed Abbasi, 2022, Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality, Information Systems Research (UTD24), forthcoming.
Kai Yang, Hui Yuan, Raymond YK Lau, 2022, PsyCredit: An interpretable deep learning-based credit assessment approach facilitated by psychometric natural language processing, Expert Systems with Applications (JCR Q1)
Qiping Wang, Raymond YK Lau, Kai Yang, 2020, Does the interplay between the personality traits of CEOs and CFOs influence corporate mergers and acquisitions intensity? An econometric analysis with machine learning-based constructs, Decision Support Systems (JCR Q1)
Kai Yang, Yi Cai, Ho-fung Leung, Raymond YK Lau, Qing Li, 2019, ITWF: A framework to apply term weighting schemes in topic model, Neurocomputing (JCR Q1)