EVENT-TRIGGERED HOST RECOMMENDATION TOOL

1 . A method comprising:

determining an event will occur, on a future date, in a geographic region in which a user has registered on an accommodation management system;

determining an estimated hosting value of the user hosting a guest user during the event;

identifying a listing for an accommodation that was added to a wish list by the user, the listing having a reservation criterion; and

responsive to determining that that the estimated hosting value satisfies the criterion, outputting, by the accommodation management system, a prompt to the user to host the guest user during the event, the prompt specifying the listing.

2 . The method of claim 1 , wherein the listing was added to the wish list by:

displaying, by the accommodation management system, an interface describing the listing including an interactable object for adding the accommodation to the wish list;

receiving an interaction with the interactable object from the user; and

adding, responsive to the interaction, the listing to the wish list.

3 . The method of claim 1 , wherein the listing was added to the wish list by:

storing, by the accommodation management system, a set of profile data describing the user's interactions with the accommodation management system;

determining, based on the set of profile data, a likelihood of the user booking the listing; and

adding, based on the likelihood exceeding a threshold, the listing to the wish list.

4 . The method of claim 3 , wherein determining the likelihood comprises:

inputting the profile data and a set of characteristics of the listing into a machine learned model; and

receiving the likelihood as output from the model.

5 . The method of claim 4 , further comprising:

collecting, by the accommodation management system, a set of data describing interactions of a plurality of users with the accommodation management system;

collecting, by the accommodation management system, characteristics of a plurality of accommodation listings on the accommodation management system; and

training the model to predict the likelihood of the user booking the listing using the set of data describing interactions of a plurality of users and characteristics of a plurality of accommodations.

6 . The method of claim 1 , wherein determining the estimated hosting value of the user hosting the guest user during the event comprises:

accessing a host listing hosted by the user;

identifying characteristics of the host listing; and

determining the estimated hosting value based on the characteristics of the host listing.

7 . The method of claim 6 , wherein the prompt specifies the host listing, and wherein the method further comprises:

receiving, responsive to an interaction by the user with the prompt, confirmation from the user to host the host listing.

8 . The method of claim 6 , wherein determining the estimated hosting value comprises:

storing, by the accommodation management system, data describing accommodation booking activity of users of the accommodation management system, the data including accommodation booking activity during one or more events;

determining, based on the booking activity, a likelihood of a second user booking the host listing at each of a plurality of candidate estimated hosting values; and

selecting the estimated hosting value from the plurality of candidate estimated hosting values based on the likelihood.

9 . The method of claim 8 , wherein determining the likelihood comprises:

determine a first set of characteristics of the second accommodation listing and a second set of characteristics of the event; and

for each candidate estimated hosting value of the plurality of candidate estimated hosting values:

inputting the set of characteristics of the second accommodation, the set of characteristics of the event, and the candidate estimated hosting value into a machine learned model; and

receiving the likelihood as output from the model.

10 . The method of claim 9 , further comprising:

collecting, by the accommodation management system, a set of data describing accommodation booking activity of a plurality of users on the accommodation management system; and

training the model to predict the likelihood of the second user booking the second accommodation listing using the set of data describing accommodation booking activity of a plurality of users.

11 . The method of claim 6 , wherein the prompt is displayed using an interface which includes descriptions of the first accommodation, the second accommodation, and the event.

12 . The method of claim 11 , wherein the interface includes one or more dates associated with a stay of the user at the second accommodation.

13 . The method of claim 6 , further comprising:

determining that the user is not hosting on the accommodation management system;

prompting, by the accommodation management system, the user to create the host listing;

receiving information describing an accommodation associated with the user; and

creating the host listing based on the information describing the accommodation.

14 . The method of claim 1 , wherein the wish list includes a plurality of accommodation listings.

15 . The method of claim 14 , wherein identifying the accommodation listing on the wish list comprises:

comparing the estimated hosting value to the reservation criteria of each listing of the plurality of accommodation listings; and

identifying, based on the comparison, the listing from the plurality of accommodation listings based on the estimated hosting value satisfying the listing's reservation criterion.

16 . The method of claim 15 , wherein the prompt specifies each accommodation listing of a second plurality of accommodation listings with which have reservation criteria satisfying the estimated hosting value.

17 . The method of claim 1 , further comprising:

providing, responsive to the user hosting the guest user during the event, a booking of the accommodation listing for the user.

18 . A system comprising one or more processors configured to execute instructions that cause the processor to:

determine an event will occur, on a future date, in a geographic region in which a user has registered on an online accommodation t system;

determine an estimated hosting value of the user hosting a guest user during the event;

identify a listing for an accommodation that was added to a wish list by the user, the listing having a reservation criterion; and

responsive to determining that that the estimated hosting value satisfies the criterion, output, by the accommodation management system, a prompt to the user to host the guest user during the event, the prompt specifying the listing.

19 . The system of claim 18 , wherein determining the estimated hosting value of the user hosting the guest user during the event further comprises instructions that cause the processor to:

access a host listing hosted by the user;

identify characteristics of the host listing; and

determine the estimated hosting value based on the characteristics of the host listing.

20 . A computer readable medium configured to store instructions, the instructions when executed by a processor cause the processor to perform operations, the instructions comprising instructions to:

determine an event will occur, on a future date, in a geographic region in which a user has registered on an accommodation management system;

determine an estimated hosting value of the user hosting a guest user during the event;

identify a listing for an accommodation that was added to a wish list by the user, the listing having a reservation criterion; and

responsive to determining that that the estimated hosting value satisfies the criterion, output, by the accommodation management system, a prompt to the user to host the guest user during the event, the prompt specifying the listing.