Amazon Technologies, Inc.

Adobe, Inc.

Ashok Gupta

Michael J Hart

Guoning Hu

David Jason Jones

Sandy Huang Cook

Seth Brickman

Jayant Kumar

Jing Zheng

Vipul Dalal

Ming Liu

Manasi Deshmukh

Chirag Arora

Karthik Suresh

Ravindra Sadaphule

Andrei Stefan

Devices and techniques are generally described for sending a first instruction for a device to output first content while the speech-processing device is in an ambient state during a first time period. First feedback data is received indicating that a first action associated with the first content was requested at a first time. A determination is made that the first time is during the first time period. Timing data related to a current time of the device is determined. Second content is determined based at least in part on the first action being requested during the first time period and the timing data. A second instruction is sent effective to cause the device to output second content while in the ambient state during a second time period.

Ambient device state content display

This disclosure describes methods, non-transitory computer readable storage media, and systems that generate a digital knowledge graph based on a plurality of tutorial content items to generate recommendations of digital resource items. Specifically, the disclosed system extracts a plurality of tasks, subject categories related to the tasks, and context signals related to an environment for the tasks from a plurality of tutorial content items for one or more digital content editing applications. The disclosed system generates a digital knowledge graph including nodes corresponding to the tasks and subject categories connected via edges based on relationships extracted from the tutorial content items. In some embodiments, the disclosed system also includes nodes corresponding to digital resource items in the digital knowledge graph or in a subgraph. The disclosed system utilizes the digital knowledge graph with context data to provide a recommendation of digital resource items for display at a client device.

Generating and utilizing a digital knowledge graph to provide contextual recommendations in digital content editing applications

Growing community of inventors

San Jose, CA, United States of America

Ashok Gupta