Google Inc.

Zilin Du

Ying Hai Chen

Wei Zhang

Annissa Al-Alusi

Sundardas Samuel Dorai-Raj

Deepak Kher

Akhil Vidwans

Vivek Singhal

Nina Ning Ye

Methods, systems, and computer readable medium for personalizing an analytics user interface. The method includes generating a set of training data from received user interaction data, inputting the set of training data to a machine learning model to train the model, generating a set of user interest scores for the particular user that each indicate a user's interest in accessing information corresponding to a UI element of the application, determining, from the user interest scores, that the user is interested in a particular UI element that was not included in the initial UI and has at least a threshold score, dynamically modifying the initial UI to include the particular UI element, presenting the updated UI, monitoring further user interactions, updating the model based on the further user interactions, and modifying the updated UI based on the updated model.

Analytics personalization framework

A plurality of source records are obtained from a plurality of source record databases, where the plurality of source records includes information regarding a common entity. A consolidated record is generated including selected information regarding the common entity, obtained from the plurality of source records. Identifier prefix values, different for each of the plurality of source record databases, are obtained and a plurality of source record identifiers are obtained that are stored in the source record databases and are associated with the plurality of source records. An ordered set of candidate consolidation identifiers is determined based on prepending identifier prefix values to the source record identifiers. A consolidated record identifier is determined based on selecting an extreme value of the set of candidate consolidation identifiers, and is stored in association with the consolidated record in a consolidated record database for identification and retrieval of the consolidated record.

Consolidated record generation with stable identifiers for data integration systems

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Mountain View, CA, United States of America

Zilin Du