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Years Active: 2014-2015
Title: **Innovative Contributions of Guohua Hao in Technology**
Introduction
Guohua Hao, an accomplished inventor based in Vernon Hills, IL, has made significant contributions to the field of technology through his innovative patents. With a total of four patents to his name, Hao's work reflects a profound understanding of user preferences and behavioral data analysis, making him a valuable figure in the tech industry.
Latest Patents
Among Guohua Hao's latest patents is the invention titled "Inferring Attribute and Item Preferences." This patent focuses on collecting user-preference datapoints related to items, such as movies, and attributes, including movie genres and actors. The invention creates a user profile based on these datapoints, allowing for the assignment of a user-preference score, even in cases where explicit ratings are unavailable. It updates the profile dynamically as new datapoints are added, enhancing the overall accuracy of user preference predictions. Another important patent is the "Hierarchical Behavioral Profile," which organizes behavioral data into a hierarchical structure. This approach aggregates numerous observations into a single datapoint, enabling powerful predictive capabilities across various domains. The profile's structure can adapt based on new observations, alerting users to significant changes in behavior.
Career Highlights
Guohua Hao has had a remarkable career, working with leading companies such as Google Inc. and Motorola Mobility LLC. His experience in these prestigious organizations has equipped him with the skills and insights needed to create impactful innovations in technology and user behavior analysis.
Collaborations
Throughout his career, Hao has collaborated with notable individuals in the industry, including Jianguo Li and Paul C. Davis. These partnerships have contributed to the development of his patents and the advancement of technology in user preference modeling.
Conclusion
Guohua Hao's contributions to the field of technology through his innovative patents highlight his expertise in user behavior and data analysis. His work not only showcases his individual talent but also emphasizes the collaborative nature of technological advancements in today's fast-paced digital world.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.