Moat Metrics, Inc.

Melody Denise Litovkin

David Craig Andrews

Deanna Lily Emery

Stacy P Chronopoulos

Grace Edith Carlson

Ke Feng

Systems and methods for dataset distinctiveness modeling are disclosed. For example, databases may be queried for datasets associated with intellectual property assets, particularly trademarks. A vector representation may be generated for the mark in question, and a vector representation may be generated for the description of goods and/or services associated with the mark. A machine learning model may be trained to predict a distinctiveness score based on the vector representations, similarity metrics between the trademark and other marks, goods and services of the other marks, and context data associated with the trademarks.

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Redmond, WA, United States of America

Melody Denise Litovkin