One problem that has been bugging me all this summer is as follows:
a) Calculate
$$I_3=\int_{0}^{1}\int_{0}^{1}\int_{0}^{1} \ln{(1-x)} \ln{(1-xy)} \ln{(1-xyz)} \,\mathrm{d}x\, \mathrm{d}y\, \mathrm{d}z.$$
b) More generally, let $n \ge 1$ be an integer. Calculate, if possible, in terms of well known constants (find a closed form) this multiple logarithmic integral:
$$I_n=\int_{[0,1]^n} \ln{(1-x_1)}\ln{(1-x_1x_2)}\cdots\ln{(1-x_1x_2 \cdots x_n)}\,\mathrm{d}^nx.$$
My attempt so far is that I have got $I_1=-1$ and $I_2=3-2\zeta(3)$.
Major Edit: This is almost a completely new response rather than an edit. The previous version of this response was extremely long and clumsy, and ultimately failed to even yield a definite final result. This new and improved response is much more streamlined and does include a definite final value.
Evaluation of integral $I_3$:
The triple integral defining $I_3$ can in principle be integrated in any order, but integrating in "alphabetical order" (i.e., with the integral over $x$ as the outermost one, and the integral over $z$ as the innermost) is probably the best way to go and is the order used in the first step below. Next, we rescale the integral over $z$ via the substitution $t=(xy)\,z$; after that, we also rescale the integral over $y$ via the substitution $u=(x)\,y$. Now, instead of evaluating the integrals from innermost-to-outermost, note that our integral is now in a form that lends itself very well to integration by parts with respect to $x$. The result is a sum of two double integrals:
$$\begin{align} I_3 &=\int_{0}^{1}\int_{0}^{1}\int_{0}^{1}\ln{(1-x)}\ln{(1-xy)}\ln{(1-xyz)}\,\mathrm{d}x\mathrm{d}y\mathrm{d}z\\ &=\int_{0}^{1}\mathrm{d}x\,\ln{(1-x)}\int_{0}^{1}\mathrm{d}y\,\ln{(1-xy)} \int_{0}^{1}\mathrm{d}z\,\ln{(1-xyz)}\\ &=\int_{0}^{1}\mathrm{d}x \frac{\ln{(1-x)}}{x} \int_{0}^{x}\mathrm{d}u \frac{\ln{(1-u)}}{u}\int_{0}^{u}\mathrm{d}t\,\ln{(1-t)}\\ &=-\operatorname{Li}_2{(1)}\int_{0}^{1}\mathrm{d}u \frac{\ln{(1-u)}}{u}\int_{0}^{u}\mathrm{d}t\,\ln{(1-t)}\\ &~~~~~+\int_{0}^{1}\mathrm{d}x\frac{\operatorname{Li}_2{(x)}\ln{(1-x)}}{x}\int_{0}^{x}\mathrm{d}t\,\ln{(1-t)}\\ &=:J+K. \end{align}$$
Using the evaluations of $J$ and $K$ below, we arrive at a final value for $I_3$:
$$\begin{align} I_3 &=J+K\\ &=\left[-3\zeta{(2)}+2\zeta{(3)}\zeta{(2)}\right]+\left[\zeta{(5)}+6\zeta{(4)}+6\zeta{(3)}+3\zeta{(2)}-2\zeta{(3)}\zeta{(2)}-15\right]\\ &=\zeta{(5)}+6\zeta{(4)}+6\zeta{(3)}-15\\ &=\zeta{(5)}+6\zeta{(3)}+\frac{\pi^4}{15}-15\\ &=-0.2567 9142 3632 2352\dots . \end{align}$$
Evaluation of integral $J$:
First we state without proof the following three anti-derivatives:
$$\int\mathrm{d}u\ln{(1-u)}=(u-1)\ln{(1-u)}-u+constant;$$
$$\int\mathrm{d}u\ln^2{(1-u)}=(u-1)\left(\ln^2{(1-u)}-2\ln{(1-u)}+2\right)+constant;$$
$$\int\mathrm{d}u\frac{\ln^2{(1-u)}}{u}=-2\operatorname{Li}_3{(1-u)}+2\operatorname{Li}_2{(1-u)}\ln{(1-u)}+\ln{(u)}\ln^2{(1-u)}+constant.$$
They may each be easily verified by differentiating the right-hand-sides, or checked using WolframAlpha. Once obtained, the integral $J$ may be calculated directly from these three anti-derivatives:
$$\begin{align} J &=-\operatorname{Li}_2{(1)}\int_{0}^{1}\mathrm{d}u \frac{\ln{(1-u)}}{u}\int_{0}^{u}\mathrm{d}t\,\ln{(1-t)}\\ &=-\operatorname{Li}_2{(1)}\int_{0}^{1}\mathrm{d}u \frac{\ln{(1-u)}}{u}\left[(u-1)\ln{(1-u)}-u\right]\\ &=\operatorname{Li}_2{(1)}\int_{0}^{1}\mathrm{d}u \left[\ln{(1-u)}-\ln^2{(1-u)}+\frac{\ln^2{(1-u)}}{u}\right]\\ &=\operatorname{Li}_2{(1)} \left[-1-2+2\zeta{(3)}\right]\\ &=-3\zeta{(2)}+2\zeta{(3)}\zeta{(2)}. \end{align}$$
Evaluation of integral $K$:
$$\begin{align} K &=\int_{0}^{1}\mathrm{d}x\frac{\operatorname{Li}_2{(x)}\ln{(1-x)}}{x}\int_{0}^{x}\mathrm{d}t\,\ln{(1-t)}\\ &=\int_{0}^{1}\mathrm{d}x\frac{\operatorname{Li}_2{(x)}\ln{(1-x)}}{x} \left[(x-1)\ln{(1-x)}-x\right]\\ &=\int_{0}^{1}\mathrm{d}x \operatorname{Li}_2{(x)}\ln{(1-x)} \left[-1+\ln{(1-x)}-\frac{\ln{(1-x)}}{x}\right]\\ &=\int_{0}^{1}\mathrm{d}x \operatorname{Li}_2{(x)} \left[-\ln{(1-x)}+\ln^2{(1-x)}-\frac{\ln^2{(1-x)}}{x}\right]\\ &=-\int_{0}^{1}\mathrm{d}x \ln{(1-x)}\operatorname{Li}_2{(x)} + \int_{0}^{1}\mathrm{d}x \ln^2{(1-x)}\operatorname{Li}_2{(x)} - \int_{0}^{1}\mathrm{d}x \frac{\ln^2{(1-x)} \operatorname{Li}_2{(x)}}{x}\\ &=K_1+K_2+K_3\\ &=\left[2\zeta{(3)}+\zeta{(2)}-3\right]+\left[6\zeta{(4)}+4\zeta{(3)}+2\zeta{(2)}-12\right]+\left[\zeta{(5)}-2\zeta{(3)}\zeta{(2)}\right]\\ &=\zeta{(5)}+6\zeta{(4)}+6\zeta{(3)}+3\zeta{(2)}-2\zeta{(3)}\zeta{(2)}-15. \end{align}$$
The evaluations of $K_1$ and $K_2$ can easily be found by first using a CAS to find the anti-derivatives. Finally, $K_3$ is calculated below.
Evaluation of integral $K_3$:
$$\begin{align} K_3 &=-\int_{0}^{1}\mathrm{d}x \frac{\ln^2{(1-x)} \operatorname{Li}_2{(x)}}{x}\\ &=-\int_{0}^{1}\mathrm{d}x \frac{\ln^2{(1-x)} \left[\zeta{(2)}-\ln{(1-x)}\ln{(x)}-\operatorname{Li}_2{(1-x)}\right]}{x}\\ &=-\zeta{(2)}\int_{0}^{1}\mathrm{d}x\frac{\ln^2{(1-x)}}{x} + \int_{0}^{1}\mathrm{d}x \frac{\ln^3{(1-x)}\ln{(x)}}{x}+\int_{0}^{1}\mathrm{d}x \frac{\ln^2{(1-x)}\operatorname{Li}_2{(1-x)}}{x}. \end{align}$$
The first integral in the last line above has already been calculated as part of the evaluation of integral $J$. The evaluations of the second and third integrals can be found in the responses to this question and this question, respectively.
$$\begin{align} K_3 &=-\zeta{(2)}\int_{0}^{1}\mathrm{d}x\frac{\ln^2{(1-x)}}{x} + \int_{0}^{1}\mathrm{d}x \frac{\ln^3{(1-x)}\ln{(x)}}{x}+\int_{0}^{1}\mathrm{d}x \frac{\ln^2{(1-x)}\operatorname{Li}_2{(1-x)}}{x}\\ &=-2\zeta{(3)}\zeta{(2)}+\left[12\zeta{(5)}-6\zeta{(3)}\zeta{(2)}\right]+\left[-11\zeta{(5)}+6\zeta{(3)}\zeta{(2)}\right]\\ &=\zeta{(5)}-2\zeta{(3)}\zeta{(2)}. \end{align}$$