Agnes Sandor

Title: Agnes Sandor: Innovator in Semantic Annotation and User Interaction

Introduction

Agnes Sandor is a notable inventor based in Meylan, France. She has made significant contributions to the fields of machine learning and user interface design. With a total of 4 patents to her name, her work focuses on enhancing the efficiency of data annotation and user interaction with points of interest.

Latest Patents

One of her latest patents is titled "Method and system for extraction and annotation using semantic attribute paths." This invention features an annotation assistant designed for the semi-automatic creation of annotated machine learning training data. It includes a graphical annotation interface that allows users to display a sequence of tokens for annotation and select spans. The system employs an artificial neural network to assign class probabilities to the tokens and utilizes a processor-based path-scoring algorithm to compute scores for semantic attribute paths. The interface is designed to display these scored paths and facilitate user selection.

Another significant patent is "Method and system for providing information to a user relating to a point-of-interest." This invention involves receiving a query through a communication network and retrieving information about a point of interest (POI). The system generates a user interface that interactively displays retrieved POI tips, which are sorted by associated semantic categories. This innovative approach enhances user experience by providing organized and relevant information.

Career Highlights

Agnes has worked with prominent companies such as Xerox Corporation and Naver Corporation. Her experience in these organizations has contributed to her expertise in developing advanced technologies in data processing and user interaction.

Collaborations

Some of her notable coworkers include Caroline Brun and Gregorio Convertino. Their collaborative efforts have likely played a role in the successful development of her innovative projects.

Conclusion

Agnes Sandor's contributions to the fields of machine learning and user interface design are noteworthy. Her patents reflect her commitment to improving data annotation processes and enhancing user experiences. Through her work, she continues to influence the landscape of technology and innovation.