Ludovic Menuge

Title: Ludovic Menuge: Innovator in Document Clustering and Categorization

Introduction

Ludovic Menuge is a notable inventor based in Meylan, France. He has made significant contributions to the field of document management through his innovative patent. His work focuses on enhancing the efficiency of document clustering and categorization, which is crucial in today's data-driven world.

Latest Patents

Ludovic Menuge holds a patent for "Interactive cleaning for automatic document clustering and categorization." This invention involves a method where documents are clustered or categorized to generate a model that associates documents with specific classes. Outlier measures are computed for the documents, indicating how well each document fits into the model. Outlier documents are identified based on these measures and a user-selected outlier criterion. Additionally, ambiguity measures are computed to assess the number of classes with which each document has similarity under the model. If a document is annotated with a label class, a possible corrective label class is identified if it shows higher similarity with the corrective label class than with the annotated label class. The clustering or categorizing process is adjusted based on user input to generate an updated model. Outlier and ambiguity measures are also calculated at runtime for new documents classified using the model.

Career Highlights

Ludovic Menuge is currently employed at Xerox Corporation, a leading company in the field of document technology and innovation. His work at Xerox has allowed him to apply his inventive ideas in a practical setting, contributing to advancements in document management solutions.

Collaborations

Throughout his career, Ludovic has collaborated with talented individuals such as Jean-Michel Renders and Caroline Privault. These collaborations have fostered a creative environment that encourages innovation and the development of cutting-edge technologies.

Conclusion

Ludovic Menuge is a distinguished inventor whose work in document clustering and categorization has the potential to transform how we manage and interact with information. His contributions to the field are invaluable, and his innovative spirit continues to drive advancements in technology.