This inventor holds 3 USPTO granted patents. Top assignee: Soongsil University. Active years: 2016-2023.
Company Filing History:
Years Active: 2016-2023
Title: Jagvaral Batselem: Innovator in Triple Detection Systems
Introduction
Jagvaral Batselem is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of knowledge base verification through his innovative patents. With a total of 3 patents, Batselem's work focuses on enhancing the accuracy of triple detection systems.
Latest Patents
One of his latest patents is titled "System and method for detecting incorrect triple." This invention includes a triple selector that identifies a target triple (subject, type, object) within a knowledge base. It also features a sampler that creates a sentence model by connecting object triples that share entities included in the target triple. Additionally, a model builder embeds the sentence model into a vector space to create a training entity vector and build an embedding model. The system is equipped with an incorrect triple detector that identifies incorrect triples by inputting test triples into the embedding model.
Another notable patent is the "Triple verification device and triple verification method." This method involves setting a triple with a source entity, a target entity, and a relation value between them. It extracts multiple intermediate entities associated with the source and target entities and defines connection relations among them. The method generates connection paths and creates a matrix by embedding these paths into vector values. It calculates a feature map through convolution operations and generates encoding vectors using a bidirectional long short-term memory neural network (BiLSTM) technique. Finally, it verifies the triple based on the similarity value between the relation value and the generated state vector.
Career Highlights
Jagvaral Batselem is affiliated with Soongsil University, where he continues to advance his research and development in the field of knowledge verification. His work has garnered attention for its innovative approach to addressing challenges in triple detection.
Collaborations
Some of his notable coworkers include Young Tack Park and Wan Gon Lee, who have collaborated with him on various projects related to his patents.
Conclusion
Jagvaral Batselem's contributions to the field of triple detection systems highlight his innovative spirit and dedication to advancing technology. His patents reflect a commitment to improving knowledge base verification methods, making a significant impact in the field.