| CPC G06Q 30/0228 (2013.01) [G06Q 10/025 (2013.01); G06Q 30/0215 (2013.01); G06Q 30/0233 (2013.01)] | 12 Claims |

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1. A method, comprising:
providing, in a collaboration space, a point conversion interface;
receiving, via the point conversion interface and from a third-party point issuer, a number of points, wherein the number of points is associated with a user profile of a contributing user of a planning group, and wherein the contributing user is a first planning group member of the planning group;
multiplying the number of points by a conversion factor, wherein the multiplying produces a number of unified points;
crediting a points pool associated with the collaboration space with the number of unified points;
storing the number of unified points as an integer value in a datastore, wherein the number of unified points are stored in the datastore with a first relationship pointer to the collaboration space, and a second relationship pointer to the user profile of the contributing user;
processing the number of points associated with the user profile of the contributing user as input data to a machine learning model;
weighting a first classification of a plurality of predicted travel objective classifications of the machine learning model with a greater relative weight based on a condition in a variable of a corresponding tree of the first classification indicating that the input data includes the number of points associated with the user profile of the contributing user; and
receiving, at the collaboration space and from the contributing user of the collaboration space, an instruction to apply the number of unified points to a balance due, wherein the balance due is associated with a user profile of a second planning group member of the planning group, wherein the balance due is for a travel objective, and wherein the travel objective is included on a digital itinerary provided by the collaboration space.
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