Abstract: Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system receives input defining or modifying a theme schema for classifying results of user experience tests. Responsive to receiving the input, the system trains a themer model based at least in part on example classifications in a training dataset, where the classifications map results to themes within the theme schema. When a new set of results for a user experience test is received, the trained machine learning model may generate a set of predicted themes to classify the test results. The output of the model may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.

Abstract: Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system receives input defining or modifying a theme schema for classifying results of user experience tests. Responsive to receiving the input, the system trains a themer model based at least in part on example classifications in a training dataset, where the classifications map results to themes within the theme schema. When a new set of results for a user experience test is received, the trained machine learning model may generate a set of predicted themes to classify the test results. The output of the model may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.

Abstract: Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system identifies a set of expectation elements associated with one or more UX tests. An expectation element may specify, using unstructured data that does not conform to a schema, an expectation for a user experience and a respective outcome for the user experience. A themer model may generate predictions that map the respective expectation elements to a theme from a theme schema, which may include a plurality of themes. A selector model may generate selection scores for the expectation elements. The predicted themes and selection scores may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.

Abstract: A multifunctional cooking device is configured for chopping and stirring ground meat, about a radiused and/or convex surface, inside of a cooking pan. The multifunctional cooking device has a shaft with a handle located opposite a neck portion. A bowl is connected to the neck portion of the shaft. The bowl has a concave portion located opposite a back convex portion. The bowl has a plurality of bores traversing the bowl. Each bore has at least one side wall surface extending from the back portion of the bowl. At least one side wall surface having a tapered edge forming a blade. Each bore of the bowl is configured to receive chopped food when a user exerts a force on the multifunctional cooking device when the food is being chopped in a cooking pan, whereby, the food traverses the bore of the bowl to facilitate the chopping process.

Abstract: The invention provides agents and vaccines for treating and diagnosing celiac disease. In particular, the present invention provides a combination of three peptides that are useful for treating and diagnosing celiac disease in a large proportion of patients.

Abstract: The invention provides agents and vaccines for treating and diagnosing celiac disease. In particular, the present invention provides a combination of three peptides that are useful for treating and diagnosing celiac disease in a large proportion of patients.

Abstract: The invention provides agents and vaccines for treating and diagnosing celiac disease. In particular, the present invention provides a combination of three peptides that are useful for treating and diagnosing celiac disease in a large proportion of patients.

Abstract: The invention provides agents and vaccines for treating and diagnosing celiac disease. In particular, the present invention provides a combination of three peptides that are useful for treating and diagnosing celiac disease in a large proportion of patients.

Abstract: The invention provides agents and vaccines for treating and diagnosing celiac disease. In particular, the present invention provides a combination of three peptides that are useful for treating and diagnosing celiac disease in a large proportion of patients.

Abstract: The invention provides agents and vaccines for treating and diagnosing celiac disease. In particular, the present invention provides a combination of three peptides that are useful for treating and diagnosing celiac disease in a large proportion of patients.

Abstract: The invention provides agents and vaccines for treating and diagnosing celiac disease. In particular, the present invention provides a combination of three peptides that are useful for treating and diagnosing celiac disease in a large proportion of patients.