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SYSTEMS AND METHODS FOR MACHINE LEARNING OPTIMIZATION OF SEARCH QUERIES AND RESPONSE PARAMETERS

Application US20260080322A1 Kind: A1 Mar 19, 2026

Assignee

Expedia, Inc.

Inventors

Anirudh Kamalapuram Muralidhar, Andrew Charles Reuben, Hitesh Saai Mananchery Panneerselvam

Abstract

A system includes at least one processing circuit including at least one memory and one or more processors configured to: identify, via at least one machine learning model, at least one excluded parameter of a non-bounded query relating to a trip; identify, via the at least one machine learning model, a set of travel results that match the query and the excluded parameter by: analyzing, based on search data from one or more users, at least one search result distribution corresponding to at least one parameter associated with at least one trip of the one or more users and relating to the at least one excluded parameter; and identifying the set of travel results based on a value regarding the at least one parameter satisfying a presentation threshold for the at least one search result distribution; and present one or more travel results of the set of travel results.

CPC Classifications

G06Q 10/025 G06F 16/9538

Filing Date

2025-11-25

Application No.

19400539