View source for 20250231947. Machine Learning (Soroco India Private Limited)

= MACHINE LEARNING TECHNIQUES FOR IMPROVING CONTEXT AND UNDERSTANDING OF USER INTERACTION-BASED DATA =

'''Abstract''':
techniques for using machine learning (ml) model(s) to generate a textual summary of a stream of events at least in part by receiving information corresponding to the stream of events corresponding to interactions between a user and application program(s) executing on a computing device, the information comprising, for each of multiple events in the stream of events associated with a process, metadata associated with the event, wherein metadata for a particular event specifies values for attributes of the particular event; processing, using at least one ml model, the metadata associated with the multiple events to generate multiple corresponding textual summaries of the multiple events; generating, using the textual summaries of the multiple events, a textual summary of the process performed by the user through the interactions between the user and the application program(s) executing on the computing device; and outputting the textual summary of the process.

'''Inventor(s)''': [[:Category:Kirby Scott Files of Milton MA US|Kirby Scott Files]], [[:Category:George Peter Nychis of Somerville MA US|George Peter Nychis]], [[:Category:Nikhil Malayil of Calicut  IN|Nikhil Malayil]], [[:Category:Rohan Narayana Murty of Bangalore  IN|Rohan Narayana Murty]], [[:Category:Dishant Arora of Bikaner  IN|Dishant Arora]], [[:Category:Vinayak Dhar of Bengaluru  IN|Vinayak Dhar]], [[:Category:Sourabh De of Bangalore  IN|Sourabh De]], [[:Category:Shreyas Harsha Karanth of Bengaluru  IN|Shreyas Harsha Karanth]], [[:Category:Hemanth Yamijala of Bangalore  IN|Hemanth Yamijala]], [[:Category:Mounik V. Patel of Bengaluru  IN|Mounik V. Patel]], [[:Category:Nikhil Minz of Ranchi  IN|Nikhil Minz]]

'''CPC Classification''': [[:Category:CPC_G06F16/24568|G06F16/24568]] ({Data stream processing; Continuous queries})


[[Category:Patent Applications]]
[[Category:Soroco India Private Limited]]
[[Category:CPC_G06F16/24568]]
[[Category:Kirby Scott Files of Milton MA US]]
[[Category:George Peter Nychis of Somerville MA US]]
[[Category:Nikhil Malayil of Calicut  IN]]
[[Category:Rohan Narayana Murty of Bangalore  IN]]
[[Category:Dishant Arora of Bikaner  IN]]
[[Category:Vinayak Dhar of Bengaluru  IN]]
[[Category:Sourabh De of Bangalore  IN]]
[[Category:Shreyas Harsha Karanth of Bengaluru  IN]]
[[Category:Hemanth Yamijala of Bangalore  IN]]
[[Category:Mounik V. Patel of Bengaluru  IN]]
[[Category:Nikhil Minz of Ranchi  IN]]

[https://wikipatents.org/index.php?search=20250231947+rejection&title=Special%3ASearch&wprov=acrw1_-1 Search for rejections for patent application number 20250231947]


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