The facial structure of the convex hull of a family of characteristic functions

Let $S$ be a finite set and let $\mathcal{A} \subset\mathcal{P}(S)$ be a family of subsets of $S$. Consider the convex polytope spanned by the characteristic functions of members of $\mathcal{A}$ : $$C=C_ \mathcal{A}:=\operatorname{co}\{ \mathbf {1}_A \, : \, A\in\mathcal{A} \}\, .$$ It's easy to see that every $\mathbf {1} _ A$, for $A\in\mathcal{A}$, is extremal in $C_ \mathcal{A}$ (indeed, if we have a convex combination $\mathbf {1} _ A= \sum_{B\in\mathcal{A}}\lambda _ B\, \mathbf {1} _ B$, then $B\subset A$ for any $B$ corresponding to a coefficient $\lambda _ B > 0$, so $\sum_{B\in\mathcal{A}}\lambda _ B\left(|A|-|B| \right )=0$, whence $\lambda _ A =1$ is the only non-zero coefficient of the convex combination).
Therefore, the vertex set of $C_ \mathcal{A}$ is exactly $\{ \mathbf {1}_A \, : \, A\in\mathcal{A} \}$, that we may identify abstractly with $\mathcal{A}$ itself.

Question 1. How to describe the complete abstract facial structure of $C$ in terms of the combinatorics of $\mathcal{A}$?

I suspect that for a general family $\mathcal{A}$ this task may prove to be quite hard. If so, I'd like to see known examples of polytopes obtained this way, especially when $\mathcal{A}$ enjoies special regularity properties, such that the skeleton of $C_ \mathcal{A}$ admits simple description. For instance:

Let $S$ be the $r$-th Cartesian power of the set $[n]:=\{1,2,\dots,n \}$ , $S={n}^r$, and let $$\mathcal{A}:=\{B^{\, r} \, : \, B\subset R \}\, .$$ Question 2. Which polytope is the corresponding $C_ n^r:=C _ \mathcal{A}$?

The present problem, especially in the latter example, has been suggested to me by a recent interesting question, which is related to the case $r=2$ (the analogous problem of the one described there, where one consider all intersections of $r$ sets extracted from a given family of $n$, yields to the above polytope $C _ n ^ r\subset \mathbb{R}^{n^r}$).

Up-date, April 13, 2012. Thanks to the very interesting references given so far, I see that my naive suspicions about the difficulty of question 1 were after all right . So, I would like to focus the attention on question 2: what can be said about $C_n^r$, at least for $r=2$? Can we at least count the number $f_k$ of $k$-dimensional faces of $C_n^2$: which polynomial sequence do they define, $P_n(x):=\sum_{k\ge 0} f_k x^k$ ?

-
The combinatorics of $0/1$ polytopes is not as simple as you'd expect from looking at low dimensional examples. It would be nice if you had a specific question in mind for $C^r_n$. –  Gjergji Zaimi Apr 7 '12 at 21:37
Here is a gentle introduction: arxiv.org/abs/math/9909177 –  Gjergji Zaimi Apr 7 '12 at 21:38
Thank you for your reference! –  Pietro Majer Apr 7 '12 at 22:39
One example is that of the independent set polytope, $P_{I(M)}$ for a matroid $M$, where one uses the independent sets of the matroid to define the characteristic vectors. In this case, there is a well-known description of the hyperplane description of $P_{I(M)}$ using the rank function for the matroid. Also, one can describe the facets of the polytope using the combinatorial structure of the matroid. See for example Jon Lee's book titled A First Course in Combinatorial Optimization, section 1.7.