Hayato Uchide

Title: Hayato Uchide: Innovator in Semantic Relationship Learning

Introduction

Hayato Uchide is a prominent inventor based in Tokyo, Japan. He has made significant contributions to the field of information processing and machine learning. With a total of 5 patents to his name, Uchide is recognized for his innovative approaches to semantic relationship learning.

Latest Patents

Uchide's latest patents include a semantic relationship learning device, a semantic relationship learning method, and a storage medium storing a semantic relationship learning program. The semantic relationship learning device features processing circuitry that acquires positive example data pairs and generates negative example data pairs by combining language data. Each negative example data pair is formed with language data that do not share a predetermined semantic relationship. The device extracts feature values from these negative example data pairs and calculates a similarity level between them. It classifies the negative example data pairs into predetermined similarity level ranges, generating learning-purposed negative example data sets. The device then selects a learning-purposed negative example data set according to a selection schedule and performs a machine learning process using the selected data set alongside the positive example data pairs.

Additionally, his information processing device includes an acquisition unit that gathers multiple documents and clue information containing various words. The generation processing unit then creates inter-document relationship source information based on these documents and clue information. It generates high-frequency appearance information and vicinity appearance information, ultimately producing an inter-document relationship table.

Career Highlights

Hayato Uchide is currently employed at Mitsubishi Electric Corporation, where he continues to innovate and develop new technologies. His work has significantly impacted the field of semantic relationship learning and information processing.

Collaborations

Uchide collaborates with talented coworkers, including Takeyuki Aikawa and Daishin Ito, who contribute to his projects and research endeavors.

Conclusion

Hayato Uchide is a distinguished inventor whose work in semantic relationship learning has paved the way for advancements in information processing technology. His innovative patents and contributions to Mitsubishi Electric Corporation highlight his commitment to pushing the boundaries of technology.