학술논문

An Application of Object Detection in Contract Analysis
Document Type
Conference
Source
2022 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2022 IEEE International Conference on. :3324-3328 Dec, 2022
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Engineering Profession
Geoscience
Robotics and Control Systems
Signal Processing and Analysis
Visualization
Object detection
Big Data
Portable document format
Contracts
Business
information governance
contract analysis
object detection
handwriting detection
signature detection
Language
Abstract
In this paper, we discuss the application of visual object-detection analysis on an information governance business use case. Specifically, we discuss how handwriting detection can serve as the centerpiece of a workflow where signatures are detected in PDF documents, and the number of detected signatures is utilized as a method of singling out countersigned and fully executed contracts. We outline the business case and the recommended workflow involving final validation using an eDiscovery platform and provide statistics from a real-world project to illustrate the potential effectiveness of the solution.