Ben J Schaper

Title: Ben J Schaper: Innovator in Semantic Text Comparison

Introduction

Ben J Schaper is a notable inventor based in Stuttgart, Germany. He has made significant contributions to the field of artificial intelligence, particularly in the area of semantic text comparison. His innovative work has led to the development of a patented technology that enhances the understanding of document similarity.

Latest Patents

Ben J Schaper holds a patent for "Semantic text comparison using artificial intelligence identified source document topics." This invention involves a computer that assigns a similarity value to a comparison document. The computer receives reference document contextual word embeddings in a first set of topic clusters, each with a representative embedding. It also receives comparison document contextual word embeddings. Using a trained neural network model classifier, the computer determines topic correspondence values for each comparison document contextual word embedding relative to the representative embeddings of the first set of clusters. The computer generates a second set of clusters by assigning comparison document embeddings to the best matching one of the first clusters, based on the topic correspondence values. Furthermore, it determines a second set of representative embeddings and employs a comparison method to ascertain a cluster similarity value for the second set of clusters compared to the first set representative embeddings. Ultimately, the computer determines document similarity values based on at least one of the cluster similarity values.

Career Highlights

Ben J Schaper is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and develop advanced technologies. His work at IBM has positioned him as a key player in the field of artificial intelligence and semantic analysis.

Collaborations

Throughout his career, Ben has collaborated with talented individuals such as Richard Obinna Osuala and Christopher M Lohse. These collaborations have further enriched his work and contributed to the advancement of technology in his field.

Conclusion

Ben J Schaper is a distinguished inventor whose work in semantic text comparison using artificial intelligence has made a significant impact. His contributions to IBM and the field of artificial intelligence continue to pave the way for future innovations.