{"id":365,"date":"2020-07-09T16:56:57","date_gmt":"2020-07-09T16:56:57","guid":{"rendered":"http:\/\/sites.rutgers.edu\/lanxin-jiang\/?page_id=365"},"modified":"2024-07-30T23:38:19","modified_gmt":"2024-07-30T23:38:19","slug":"research","status":"publish","type":"page","link":"https:\/\/sites.rutgers.edu\/lanxin-jiang\/research\/","title":{"rendered":"Research"},"content":{"rendered":"

Interests<\/strong><\/h2>\n

 <\/p>\n

Auditing, Accounting Information Systems, Machine Learning, Text Mining, LLM, ESG<\/h5>\n

 <\/p>\n

Publications<\/strong><\/h2>\n

 <\/p>\n

Jiang, L., Gu, Y., & Dai, J. (2023). Environmental, Social, and Governance Taxonomy Simplification: A Hybrid Text Mining Approach<\/a>. Journal of Emerging Technologies in Accounting, 20(1), 305-325.<\/h5>\n

 <\/p>\n

Zhang, Z., Gu, Y., Jiang, L., Yu, W., & Dai, J. (2023). Internet of Things and Blockchain-Based Smart Contracts: Enabling Continuous Risk Monitoring and Assessment in Peer-to-Peer Lending<\/a>. Journal of Emerging Technologies in Accounting, 1-14.<\/h5>\n

 <\/p>\n

Working Papers<\/strong><\/h2>\n

 <\/p>\n

(With Chanyuan Abigail Zhang, Yu Gu, & Lei Zhao) Using Machine Learning to Improve Accrual Estimates. Revise and Resubmit.<\/h5>\n

 <\/p>\n

(With Chanyuan Abigail Zhang, Soohyun Cho, & Miklos Vasarhelyi) Predicting Material Misstatements Using Machine Learning, presented at the 2021 PCAOB Conference on Auditing and Capital Markets. Revise and Resubmit.<\/h5>\n

 <\/p>\n

(With Yu Gu & Jun Dai) Using Blockchain and Smart Contracts to Combat Greenwashing in Environmental Disclosures. Revise and Resubmit.<\/h5>\n

 <\/p>\n

(With Kathy Wei, Heejae Lee, Yu Gu, & Soohyun Cho) Audit Data Analytics with Machine Learning, Data Visualization, and Auditor\u2019s Judgment: A Field Study. Revise and Resubmit.<\/h5>\n

 <\/p>\n

(With Miklos Vasarhelyi & Chanyuan Abigail Zhang) Towards Real-Time Financial Statement Fraud Detection Using Machine Learning<\/a>, presented at the 2023 PCAOB Conference on Auditing and Capital Markets.<\/h5>\n

 <\/p>\n

(With Wenjun Yu, Yu Gu, & Jun Dai) A Greenhouse Gas Emission Tracking System (GETS) for Climate-Related Disclosures<\/a>.<\/h5>\n

 <\/p>\n

(With Steven Katz & Yu Gu) Information Extraction from ESG Reports Using NLP: A ChatGPT Comparison.<\/h5>\n

 <\/p>\n

 <\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

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