I have this sentence
- Prediction is a numerical value, $P_{a,j}$, expressing the predicted likeliness of item $i_{j} \notin I_{u_{a}}$ for the active user $u_a$. This predicted value is within the same scale (e.g., from $1$ to $5)$ as the opinion values provided by $u_{a}$
I want to write the Pa,i (the prediction of a user a on an item i) formally.
because P is a rating, thus P belongs to the group ratings.
Rating = {0,1,2,3,4,5}
P belong-to-group-symbol Rating
I also know that a
belongs to Users. Thus.
U = {u1, u2, .... um}
a belong-to-group-sybmo U
and I know that i
belongs to Items. Thus,
I = {i1, i2, .... in}
i belong-to-group-symbol I
my question
is how can I say that P belongs to Rating, and at the same time say that P is a relationship between a
(user) and i
(item)
Let $R$ be the space of ratings, $U$ the space of users and $I$ the space of items. Then, $P:U \times I \to R$ is a function that takes elements $(a,i) \in U \times I$ into an element of $R$.