Scoring system for travel planning

• US 10,041,803 B2
• Filed: 06/09/2016
• Issued: 08/07/2018
• Est. Priority Date: 06/18/2015
• Status: Active Grant

• Current Assignee: Amgine Technologies (US), Inc.
• Original Assignee: Amgine Technologies (US), Inc.
• Inventors: Miller, Harold Roy, Miller, Jonathan David, Valverde, Jr., L. James
• Primary Examiner(s): Hilgendorf, Dale W
• Application Number:
  US15/178,453
• Publication Number:
  US 20160370197A1
• Time in Patent Office: 789 Days
• CPC Class Codes: G01C 21/3423 Multimodal routing, i.e. combining two or more modes of transportation, where the modes can be any of, e.g. driving, walking, cycling, public transport
• CPC Class Codes: G01C 21/343 Calculating itineraries, i.e. routes leading from a starting point to a series of categorical destinations using a global route restraint, round trips, touristic trips travelling salesman problem G06Q10/04; optimisation of routes G06Q10/047
• CPC Class Codes: G06Q 10/02 Reservations, e.g. for tickets, services or events
• CPC Class Codes: G06Q 10/047 Optimisation of routes or paths, e.g. travelling salesman problem
• CPC Class Codes: G06Q 30/0282 Rating or review of business operators or products

Abstract

A method for facilitating travel reservations is described. The method may commence with receiving a travel-related query from a user and parsing the travel-related query to derive at least one attribute of the travel-related query. One or more further users may be selected based on comparing the at least one attribute of the user with attributes of the one or more further users. The at least one attribute of the user may be ranked based on preference data of the one or more further users. The method may continue with assigning weights to the at least one attribute based on the ranking to create at least one weighted attribute. Feasible travel itineraries may be searched based on the at least one attribute. The feasible travel itineraries may be scored based on the at least one weighted attribute and travel itineraries selected based on the scoring may be presented.

Claims

1. A system for facilitating travel reservations, the system comprising:

a processor operable to;

receive a travel-related query from a user via a user device;

select one or more further users, wherein the selecting includes comparing at least one attribute of the user with attributes of the one or more further users, wherein the attributes of the one or more further users match the at least one attribute of the user;

combine the one or more further users into a subset based on the attributes of the one or more further users, wherein a selection of the subset is received from the user;

rank the at least one attribute of the user based on preference data of the one or more further users with respect to travel itineraries;

assign weights to the at least one attribute based on the ranking to create at least one weighted attribute;

score feasible travel itineraries based on the at least one weighted attribute; and

transmit the feasible travel itineraries to the user device to present, to the user via the user device, at least one travel itinerary selected from the feasible travel itineraries based on the scoring;

a parser in communication with the processor and operable to;

parse the travel-related query to derive the at least one attribute related to the travel-related query; and

a scheduler in communication with the processor and operable to;

search for the feasible travel itineraries based on the at least one attribute.

2. The system of claim 1, wherein the travel-related query includes one or more of:

a natural language query, a typed text query, and a selection of preexisting options.

3. The system of claim 1, wherein the preference data of the one or more further users includes one or more of:

ratings associated with the travel itineraries, recommendations associated with the travel itineraries, and reviews associated with the travel itineraries.

4. The system of claim 1, wherein the processor is further operable to receive a feedback associated with the at least one travel itinerary from the user.

5. The system of claim 4, wherein the feedback includes one or more of:

a rating associated with the at least one travel itinerary, a recommendation associated with the at least one travel itinerary, and a review associated with the at least one travel itinerary.

6. The system of claim 1, wherein the selecting of the one or more further users includes selecting the one or more further users from the subset.

7. The system of claim 1, wherein the processor is further operable to:

receive a selection of one or more identifiers from the user, wherein the one or more identifiers include one or more of;

a gender, an age, an education, interests, and a hobby; and

combine the one or more further users into a subset based on the one or more identifiers.

8. The system of claim 1, wherein the processor is further operable to receive a selection of at least one further user marked as a friend from the user, wherein the ranking is further based on the preference data of the at least one further user.

9. The system of claim 1, wherein the processor is further operable to receive a setting of a trust level for the one or more further users from the user, wherein the ranking of the at least one attribute of the user is further based on the trust level of the one or more further users.

10. A method for facilitating travel reservations, the method comprising:

receiving, by a processor, a travel-related query from a user via a user device;

parsing, by a parser, the travel-related query to derive at least one attribute related to the travel-related query;

selecting, by the processor, one or more further users, wherein the selecting includes comparing the at least one attribute of the user with attributes of the one or more further users, wherein the attributes of the one or more further users match the at least one attribute of the user;

combining, by the processor, the one or more further users into a subset based on the attributes of the one or more further users, wherein a selection of the subset is received from the user;

ranking, by the processor, the at least one attribute of the user based on preference data of the one or more further users with respect to travel itineraries;

assigning, by the processor, weights to the at least one attribute based on the ranking to create at least one weighted attribute;

searching, by a scheduler, for feasible travel itineraries based on the at least one attribute;

scoring, by the processor, the feasible travel itineraries based on the at least one weighted attribute;

transmitting, from the processor to the user device, the feasible travel itineraries; and

presenting, to the user via the user device, at least one travel itinerary selected from the feasible travel itineraries based on the scoring.

11. The method of claim 10, wherein the travel-related query includes one or more of:

a natural language query, a typed text query, and a selection of preexisting options.

12. The method of claim 10, wherein the preference data of the one or more further users includes one or more of:

ratings associated with the travel itineraries, recommendations associated with the travel itineraries, and reviews associated with the travel itineraries.

13. The method of claim 10, further comprising receiving, by the processor, a feedback associated with the at least one travel itinerary from the user, wherein the feedback includes one or more of:

a rating associated with the at least one travel itinerary, a recommendation associated with the at least one travel itinerary, and a review associated with the at least one travel itinerary.

14. The method of claim 10, wherein the selecting of the one or more further users includes selecting the one or more further users from the subset.

15. The method of claim 10, further comprising:

receiving, by the processor, a selection of one or more identifiers from the user, wherein the one or more identifiers include one or more of;

a gender, an age, an education, interests, and a hobby; and

combining, by the processor, the one or more further users into a subset based on the one or more identifiers.

16. The method of claim 10, further comprising receiving, by the processor, a selection of at least one further user marked as a friend from the user, wherein the ranking is further based on the preference data of the at least one further user.

17. The method of claim 10, further comprising receiving, by the processor, a setting of a trust level for the one or more further users from the user, wherein the ranking of the at least one attribute of the user is further based on the trust level of the one or more further users.

18. A system for facilitating travel reservations, the system comprising:

a processor operable to;

receive a travel-related query from a user via a user device, the travel-related query including at least a natural language query;

receive a selection of one or more identifiers from the user, wherein the one or more identifiers include one or more of;

a gender, an age, an education, interests, and a hobby;

combine one or more further users into a subset based on the one or more identifiers;

select the one or more further users, wherein the selecting includes comparing at least one attribute of the user with attributes of the one or more further users, wherein the attributes of the one or more further users match the at least one attribute of the user, wherein the selecting of the one or more further users includes selecting the one or more further users from the subset;

receive a selection of at least one further user marked as a friend from the user;

rank the at least one attribute of the user based on preference data of the one or more further users with respect to travel itineraries, wherein the ranking includes ranking of the at least one attribute of the user based on the preference data of the at least one further user;

assign weights to the at least one attribute based on the ranking to create at least one weighted attribute;

score feasible travel itineraries based on the at least one weighted attribute;

transmit the feasible travel itineraries to the user device to present, to the user via the user device, at least one travel itinerary selected from the feasible travel itineraries based on the scoring; and

receive a feedback associated with the at least one travel itinerary from the user, wherein the feedback includes one or more of;

a rating associated with the at least one travel itinerary, a recommendation associated with the at least one travel itinerary, and a review associated with the at least one travel itinerary;

a parser in communication with the processor and operable to;

parse the travel-related query to derive the at least one attribute related to the travel-related query; and

a scheduler in communication with the processor and operable to;

search for the feasible travel itineraries based on the at least one attribute.