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Keywords: unstructured data
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Journal Articles
Extracting Financial Data from Unstructured Sources: Leveraging Large Language Models
Available to Purchase
Journal:
Journal of Information Systems
Journal of Information Systems (2025) 39 (1): 135–156.
Published: 05 February 2025
... Classifications: M41; O31; C81. Editor’s note: Accepted by Diane J. Janvrin, under the Senior Editorship of Tawei Wang. data extraction information processing unstructured data large language model (LLM) ChatGPT PDF reports design science accounting information systems Accounting...
Journal Articles
Using Semantic Similarity to Proxy for Knowledge Structures in Accounting Research
Available to Purchase
Journal:
Journal of Information Systems
Journal of Information Systems 1–30.
Published: 24 January 2025
...; knowledge structure; accounting research; unstructured data; design science. I. INTRODUCTION A ccountants and auditors often evaluate complex facts and rules to make judgments and decisions. To examine these judgments experimentally, researchers ask participants to make accounting task decisions...
Journal Articles
Constituent Input on Regulatory Initiatives: A Machine-Learning Approach to Efficiently and Effectively Analyze Unstructured Data
Available to Purchase
Journal:
Journal of Information Systems
Journal of Information Systems (2023) 37 (3): 119–138.
Published: 01 October 2023
..., given that major differences as well as competing incentives are noted in the perspectives among issuers, auditors, and financial statement users ( Brown 1981 ). However, the sheer volume of individual comment letter responses and the intricate landscape of unstructured data contained within each unique...
Includes: Supplementary data