Travel services search
First Claim
Patent Images
1. A method comprising:
- receiving, by a server computer from a client device operated by a user, a travel request;
identifying, by the server computer, travel options according to the travel request;
ranking, by the server computer, each travel option in the identified travel options, the ranking based on travel attributes of each travel option and user preferences;
classifying, by the server computer, the ranked travel options into predefined buckets, wherein each bucket of the predefined buckets is associated with a plurality of weighted travel attributes;
classifying, by the server computer, a first bucket, the classifying based on a model function of the first bucket, wherein the classifying of the first bucket is further based on attributes associated with the travel options;
filtering, by the server computer, the ranked travel options in the predefined buckets;
communicating, by the server computer to the client device, the filtered classified ranked travel options in the corresponding predefined buckets for display, the filtered classified ranked travel options in the corresponding predefined buckets displayed at the client device in an order associated with the user;
receiving, by the server computer from the client device, interactions from the user with one or more of the displayed predefined buckets, the interactions comprising a voting of the travel options in the bucket; and
in response to receiving the interactions from the user with the one or more of the displayed predefined buckets, using, the interactions for future classifying.
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Abstract
A system and method for searching travel services. A server computer receives a travel request from a client device operated by a user. The server computer identifies travel options according to the travel request. The server computer classifies the travel options into predefined groups, the classifying based on at least one of past transactions, input from domain experts, input from semantic analysts, analytics data, user preferences, and company policies. The server computer presents the options via presentation of the predefined groups.
522 Citations
15 Claims
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1. A method comprising:
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receiving, by a server computer from a client device operated by a user, a travel request; identifying, by the server computer, travel options according to the travel request; ranking, by the server computer, each travel option in the identified travel options, the ranking based on travel attributes of each travel option and user preferences; classifying, by the server computer, the ranked travel options into predefined buckets, wherein each bucket of the predefined buckets is associated with a plurality of weighted travel attributes; classifying, by the server computer, a first bucket, the classifying based on a model function of the first bucket, wherein the classifying of the first bucket is further based on attributes associated with the travel options; filtering, by the server computer, the ranked travel options in the predefined buckets; communicating, by the server computer to the client device, the filtered classified ranked travel options in the corresponding predefined buckets for display, the filtered classified ranked travel options in the corresponding predefined buckets displayed at the client device in an order associated with the user; receiving, by the server computer from the client device, interactions from the user with one or more of the displayed predefined buckets, the interactions comprising a voting of the travel options in the bucket; and in response to receiving the interactions from the user with the one or more of the displayed predefined buckets, using, the interactions for future classifying. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A system comprising:
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a processor; and memory storing instructions configured to instruct the processor to; receive from a client device operated by a user, a travel request; identify travel options according to the travel request; rank each travel option in the identified travel options, the ranking based on travel attributes of each travel option and user preferences; classify the ranked travel options into predefined buckets, wherein each bucket of the predefined buckets is associated with a plurality of weighted travel attributes; classify a first bucket, the classifying based on a model function of the first bucket, wherein the classifying of the first bucket is further based on attributes associated with the travel options; filter the ranked travel options in the predefined buckets; communicate the filtered classified ranked travel options in the corresponding predefined buckets for display, the filtered classified ranked travel options in the corresponding predefined buckets displayed at the client device in an order associated with the user; receive interactions from the user with one or more of the displayed predefined buckets, the interactions comprising a voting of the travel options in the bucket; and in response to receiving the interactions from the user with the one or more of the displayed predefined buckets, use the interactions for future classifying. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. a non-transitory computer readable storage medium storing computer program instructions configured to instruct a computer processor to at least:
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receive from a client device operated by a user, a travel request; identify travel options according to the travel request; rank each travel option in the identified travel options, the ranking based on travel attributes of each travel option and user preferences; classify the ranked travel options into predefined buckets, wherein each bucket of the predefined buckets is associated with a plurality of weighted travel attributes; classify a first bucket, the classifying based on a model function of the first bucket, wherein the classifying of the first bucket is further based on attributes associated with the travel options; filter the ranked travel options in the predefined buckets; communicate the filtered classified ranked travel options in the corresponding predefined buckets for display, the filtered classified ranked travel options in the corresponding predefined buckets displayed at the client device in an order associated with the user; receive interactions from the user with one or more of the displayed predefined buckets, the interactions comprising a voting of the travel options in the bucket; and in response to receiving the interactions from the user with the one or more of the displayed predefined buckets, use the interactions for future classifying.
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Specification