Company Filing History:
Years Active: 2020-2024
Title: Innovations of Pengrui Sun
Introduction
Pengrui Sun is an accomplished inventor based in Dalian, China. He has made significant contributions to the field of technology, particularly in enhancing user interaction with chatbots and mobile application testing. With a total of two patents to his name, Sun continues to push the boundaries of innovation.
Latest Patents
One of his latest patents is titled "Enhancing chatbot recognition of user intent through graph analysis." This invention describes methods and apparatuses for improving chatbot recognition of user intent by utilizing graph analysis. A computing device classifies user messages from a chat session into comprehensible messages that correspond to user intent and incomprehensible utterances that do not. The device organizes comprehensible messages into first clusters and incomprehensible messages into second clusters. It generates sub-graphs for each cluster and calculates a graph kernel matrix to train a classification model. This model is then executed to predict intent identifiers for incomprehensible messages.
Another notable patent is "Systems and methods for mobile automation testing by emulating human behaviors." This computerized method involves testing a mobile application stored on a mobile test device. The process includes executing a test script, running a human behavior simulation module, and retrieving an event list from a server. The computing device executes the electronic human behavior simulation on the mobile test device while following the test script to ensure comprehensive testing.
Career Highlights
Pengrui Sun is currently employed at Fmr Corp., where he applies his expertise in technology and innovation. His work focuses on developing advanced systems that enhance user experience and streamline testing processes.
Collaborations
Sun collaborates with talented individuals such as Ke Yang and Hongbing Gu, contributing to a dynamic work environment that fosters creativity and innovation.
Conclusion
Pengrui Sun is a notable inventor whose work in chatbot technology and mobile application testing showcases his commitment to advancing technology. His patents reflect a deep understanding of user interaction and automation, making significant strides in the field.