Traveler tracking system
Systems and methods described herein may include a memory and a computing a system in communication with said memory. The computing system may be configured to receive data from network management systems. In one embodiment, the network management system includes a network gateway. Users at venues may access external network resources using the network management system. Further, the network management systems may extract device identifiers from network packets sent from user devices to request access to external network resources. In some embodiments, the network management system may provide transmission control protocol handshake completion data to user devices. In some embodiments, the computing system also receives one or more attributes associated with the venue, user data associated with the user device, and connection data associated with communication between the user device and said external network resource.
1. A method of managing visitors of a venue comprising:
detecting, by a quest monitoring system comprising computer hardware, a plurality of requests to connect to network resources during visits at a plurality of hotels from a user device associated with a first user;
tracking, by the guest monitoring system, the visits based in part on a first device identifier of the user device retrieved from said requests, wherein the tracking comprises determination of respective hotel property attributes corresponding to the plurality of hotel visited by the first user, wherein the hotel property attributes comprise cost, location, hotel age, and room size and storing the hotel property attributes in conjunction with the first device identifier;
conducting the detection and the tracking for a plurality of users visiting the plurality of hotels;
applying, by the guest monitoring system, an unsupervised learning algorithm to the tracked data;
determining, by the guest monitoring system, a plurality of clusters of users based on the application of the unsupervised learning algorithm;
determining, by the guest monitoring system, a first user's loyalty metric score for a first hotel of the plurality of hotels for the first user based in part on said tracking, wherein the loyalty metric score corresponds to a ratio of a number of the first user's visits to the first hotel of the plurality of hotels over a total number of the first user's visits to all of the plurality of hotels;
determining, by the quest monitoring system, a first likelihood of the first user belonging in a first cluster of the plurality of clusters of users; and
adjusting, by the quest monitoring system, traveler treatment of the first user based in part on the first user's loyalty metric score determined based in part on said tracking and the likelihood of the first user belonging in the first cluster.
2. The method of claim 1 , further comprising, by the guest monitoring system, determining a travel frequency for the first user based in part on said tracking.
3. The method of claim 1 , further comprising, by the guest monitoring system, determining out of pattern hotel stays based in part on said tracking.
4. The method of claim 1 , wherein the first device identifier comprises a MAC address of the user device.
5. The method of claim 1 , wherein said requests are received by a network management system in network communication with the quest monitoring system.
6. The method of claim 1 , wherein said requests comprise packets including the first device identifier.
7. The method of claim 1 , further comprising
generating, by the quest monitoring system, a travel map based on the tracking of the visits; and
determining, by the quest monitoring system, a first geographical location of the user device requesting access to external network resources at a network management portal from a first venue at the first geographical location; and
identify, by the quest monitoring system, a second geographical location that the first user of the user device is likely to travel to next from the first geographical location.
8. The method of claim 1 , further comprising injecting, by the quest monitoring system, content into a user requested content based in part on the tracking.
9. The method of claim 1 , further comprising generating an alert in response to detecting the first user at the first hotel from the tracking.
10. The method of claim 1 , further comprising determining a second likelihood of the first user belonging in a second cluster of the plurality of clusters of users that is different from the first cluster, wherein the second likelihood is lower than the first likelihood.