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1-2 of 2
Keywords: design science
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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
... introduces a novel framework for automated financial data extraction from Portable Document Format (PDF)-formatted files. Following a design science methodology, this research develops the framework through a combination of text mining and prompt engineering techniques. The framework is subsequently applied...
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
... decisions and then describe the information they used and how they used it in making their decisions. These elicited descriptions provide researchers insight into participants’ knowledge structures. This study uses a design science approach to develop a semantic similarity (a natural language processing...