Moat Metrics, Inc.

Ke Feng

David Craig Andrews

Deanna Lily Emery

Stacy P Chronopoulos

Grace Edith Carlson

Melody Denise Litovkin

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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Chicago, IL, United States of America

Ke Feng