Jonas Björk

Title: Innovations by Jonas Björk

Introduction

Jonas Björk is a notable inventor based in Stockholm, Sweden. He has made significant contributions to the field of data processing and personalized recommendations. With a total of 3 patents to his name, his work reflects a deep understanding of technology and innovation.

Latest Patents

One of Jonas's latest patents is titled "Method and arrangement for processing data." This invention involves a method for training a data model using multiple iterations of data records stored in a database. The process includes allocating memory space in the database to maintain the data model during training. The data records are read directly from the database for each iteration, and the model is trained by repeatedly applying the read data records. The updated model is checked for convergence according to a predefined condition, and it is saved once it has converged.

Another significant patent is "Rating and novelty decay." This invention provides application servers and methods for generating personalized recommendations for users. It determines an updated rating value based on the age of each rating and the difference between the initial rating and a neutral rating value. The updated rating converges towards the neutral rating as the age of the rating increases.

Career Highlights

Jonas Björk is currently employed at Telefonaktiebolaget LM Ericsson (publ), a leading telecommunications company. His work at Ericsson has allowed him to apply his innovative ideas in a practical setting, contributing to advancements in technology.

Collaborations

Jonas has collaborated with notable coworkers, including Simon Moritz and Christina Moritz. Their teamwork has likely fostered an environment of creativity and innovation, leading to the development of impactful technologies.

Conclusion

Jonas Björk's contributions to the field of data processing and personalized recommendations highlight his innovative spirit and technical expertise. His patents reflect a commitment to advancing technology and improving user experiences.