首页|'System And Method To Infer Thoughts And A Process Through Which A Human Generat ed Labels For A Coding Scheme' in Patent Application Approval Process (USPTO 202 40232247)
'System And Method To Infer Thoughts And A Process Through Which A Human Generat ed Labels For A Coding Scheme' in Patent Application Approval Process (USPTO 202 40232247)
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This patent application is assigned to Toyota Research Institute Inc. (Los Altos , California, UnitedStates).The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: ““Field“Certain aspects of the present disclosure generally relate to machine learning and, more particularly,to a system for inferring thoughts and a process through which a human generated labels for a codingscheme.“Background“Coding unstructured content (e.g., text, images, etc.) with labels is used in m any different applications,and is a vital part for qualitative data analysis. C oding unstructured content generally involveshumans for naming objects in image s, identifying sounds in audio clips, detecting activities in video clips,and t he like. Unfortunately, such conventional techniques are severely limited in tha t they ignore a greatdeal of human behavior and other such variables, such as u ncertainties of human conduct, preferences,biases, and the like. In particular, relying on humans in the loop for coding results in the definitions oflabels, which by their nature are very subjective. A large part of the subjectiveness is due to the differencesof how people interpret the context based on their biase s, expectations, etc., and how people take that intheir thinking process.
BusinessCyborgsEmerging TechnologiesMachine LearningToyota Research Institute Inc.
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