# US 11,030,266 B2 · Venue recommendations based on shared guest traits > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 11,030,266 B2 - Document ID: US11030266B2 - Status: Granted - Kind: B2 - Application number: 16/008,564 - Filed: 2018-06-14 - Published: 2019-03-28 - Granted: 2021-06-08 - Earliest claimed: 2016-11-30 - Assignees: Blazer and Flip Flops, Inc. - Applicants: Blazer and Flip Flops, Inc - Inventors: Scott Sahadi - Web page: https://patentgrep.com/patent/US11030266B2 ## CPC - G06F 16/9537: Spatial or temporal dependent retrieval, e.g. spatiotemporal queries - G06F 16/248: Presentation of query results - G06F 16/29: Geographical information databases - G06F 16/9535: Search customisation based on user profiles and personalisation - G06Q 10/025: {Coordination of plural reservations, e.g. plural trip segments, transportation combined with accommodation} - G06F: ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N) - G06Q: INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR ## Abstract A platform identifies that a first venue attendee is similar to a second venue attendee based on at least one shared trait. The platform identifies an indicator of positivity about a particular point of interest corresponding to the second venue attendee. The platform selects the particular point of interest as a recommended point of interest for the first venue attendee based on the similarity between the first venue attendee and the second venue attendee and the indicator of positivity about the particular point of interest corresponding to the second venue attendee. ## Claims ### Claim 1 A method for itinerary personalization for a first venue attendee of a plurality of venue attendees in a predetermined venue area, the method comprising: receiving, from a mobile device associated with the first venue attendee, a location of the mobile device associated with the first venue attendee; retrieving a plurality of venue attendee profiles including at least a first venue attendee profile corresponding to the first venue attendee and a second venue attendee profile corresponding to a second venue attendee, wherein each venue attendee profile identifies a plurality of traits about one of the plurality of venue attendees; identifying that the first venue attendee is similar to the second venue attendee based on identifying at least a first shared trait common to both the first venue attendee profile and the second venue attendee profile; retrieving locations of a plurality of points of interest located within the predetermined venue area; selecting a recommended point of interest for the first venue attendee from the plurality of points of interest based on the recommended point of interest being within a predetermined range of the location of the mobile device associated with the first venue attendee, an indicator of positivity regarding the recommended point of interest and corresponding to the second venue attendee, and the prior identification that the first venue attendee is similar to the second venue attendee; and sending at least the recommended point of interest to the mobile device associated with the first venue attendee. ### Claim 2 (depends on 1) The method of claim 1, further comprising generating a personalized itinerary including at least the recommended point of interest and a second point of interest of the plurality of points of interest, wherein sending at least the recommended point of interest to the mobile device associated with the first venue attendee includes sending the personalized itinerary to the mobile device associated with the first venue attendee. ### Claim 3 (depends on 1) The method of claim 1, wherein identifying that the first venue attendee is similar to the second venue attendee is based on identifying that the first venue attendee profile and the second venue attendee profile have a highest number of shared traits in common compared to a plurality of pairings of the first venue attendee profile with each of the plurality of venue attendee profiles other than the first venue attendee profile. ### Claim 4 (depends on 1) The method of claim 1, wherein the first shared trait common to both the first venue attendee profile and the second venue attendee profile is a dietary restriction. ### Claim 5 (depends on 1) The method of claim 1, wherein the first shared trait common to both the first venue attendee profile and the second venue attendee profile is an age group. ### Claim 6 (depends on 1) The method of claim 1, wherein the first shared trait common to both the first venue attendee profile and the second venue attendee profile is an occupation. ### Claim 7 (depends on 1) The method of claim 1, wherein the first shared trait common to both the first venue attendee profile and the second venue attendee profile is an area common to a location history of the mobile device associated with the first venue attendee and a location history of a mobile device associated with the second venue attendee. ### Claim 8 (depends on 1) The method of claim 1, further comprising receiving a selection by the first venue attendee of a selected point of interest of the plurality of points of interest from the mobile device associated with the first venue attendee, wherein the first shared trait common to both the first venue attendee profile and the second venue attendee profile is selection of the selected point of interest. ### Claim 9 (depends on 1) The method of claim 1, wherein the indicator of positivity about the recommended point of interest corresponding to the second venue attendee is a rating by the second venue attendee that exceeds a predefined threshold corresponding to positivity. ### Claim 10 (depends on 1) The method of claim 1, wherein the indicator of positivity about the recommended point of interest corresponding to the second venue attendee is a review by the second venue attendee that includes one or more phrases corresponding to positivity. ### Claim 11 (depends on 1) The method of claim 1, wherein the indicator of positivity associated with the recommended point of interest and corresponding to the second venue attendee is a selection of the recommended point of interest by the second venue attendee for an itinerary associated with the second venue attendee. ### Claim 12 (depends on 1) The method of claim 1, wherein the indicator of positivity associated with the recommended point of interest and corresponding to the second venue attendee is a recommendation generated for the second venue attendee. ### Claim 13 (depends on 1) The method of claim 1, wherein selecting the recommended point of interest for the first venue attendee from the plurality of points of interest is also based on the recommended point of interest fulfilling one or more requirements generated based on the first venue attendee profile, the one or more requirements associated with compliance with one or more preferences of the first venue attendee. ### Claim 14 (depends on 1) The method of claim 1, wherein selecting the recommended point of interest for the first venue attendee from the plurality of points of interest is also based on the recommended point of interest fulfilling one or more requirements generated based on the first venue attendee profile, the one or more requirements associated with avoidance of one or more dislikes of the first venue attendee. ### Claim 15 A system for itinerary personalization for a first venue attendee of a plurality of venue attendees in a predetermined venue area, the system comprising: a communication transceiver that receives a location of a mobile device associated with the first venue attendee and sends a recommended point of interest to the mobile device associated with the first venue attendee; a memory that stores instructions, locations of a plurality of points of interest located within the predetermined venue area, and a plurality of venue attendee profiles including at least a first venue attendee profile corresponding to the first venue attendee and a second venue attendee profile corresponding to a second venue attendee, wherein each venue attendee profile identifies a plurality of traits about one of the plurality of venue attendees; and a processor, wherein execution of the instructions by the processor causes the processor to: identifying that the first venue attendee is similar to the second venue attendee based on identifying at least a first shared trait common to both the first venue attendee profile and the second venue attendee profile, and selecting the recommended point of interest for the first venue attendee from the plurality of points of interest based on the recommended point of interest being within a predetermined range of the location of the mobile device associated with the first venue attendee, an indicator of positivity regarding the recommended point of interest and corresponding to the second venue attendee, and the prior identification that the first venue attendee is similar to the second venue attendee. ### Claim 16 (depends on 15) The system of claim 15, wherein the communication transceiver receives the location of the mobile device associated with the first venue attendee from the mobile device associated with the first venue attendee. ### Claim 17 (depends on 15) The system of claim 15, wherein the communication transceiver receives the location of the mobile device associated with the first venue attendee from a point of sale (POS) terminal within the predetermined venue area. ### Claim 18 (depends on 15) The system of claim 15, wherein the communication transceiver receives the plurality of venue attendee profiles from one or more network servers. ### Claim 19 A method for itinerary personalization for a first venue attendee in a predetermined venue area, the method comprising: receiving a location of a mobile device associated with the first venue attendee; storing profile information identifying a first plurality of traits of the first venue attendee and a second plurality of traits of a second venue attendee; identifying a first shared trait that is common to both the first plurality of traits and the second plurality of traits; storing locations of a plurality of points of interest located within the predetermined venue area; selecting a recommended point of interest for the first venue attendee from the plurality of points of interest based on the recommended point of interest being within a predetermined range of the location of the mobile device associated with the first venue attendee, an indicator of positivity regarding the recommended point of interest and corresponding to the second venue attendee, and the prior identification that the first venue attendee is similar to the second venue attendee; and sending at least the recommended point of interest to the mobile device associated with the first venue attendee. ### Claim 20 (depends on 19) The method of claim 19, further comprising storing additional profile information identifying traits corresponding to a plurality of venue attendees other than the first venue attendee, wherein the second venue attendee is selected from the plurality of venue attendees other than the first venue attendee based on identifying the first shared trait that is common to both the first plurality of traits and the second plurality of traits.