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Semiconductor Quantum Dots (QDs) have been attracting immense interest over the last decade from both basic and application-orientated research because of their envisioned use as fundamental building blocks in non-classical device architectures. Their presumable ease of integration into existing semiconductor technology has bought them the reputation of being cost-efficiently scalable and renders them a place among the top candidates in a wide range of proposed quantum logic and quantum information processing schemes. These include the highly acclaimed use of QD as triggered sources of single pairs of entangled photons, which is a key ingredient of most of the intensivly investigated optical quantum cryptography operations. A big obstacle towards these goals are the pronounced asymmetries that are intrinsically present in all currently availabe semiconductor QD systems. They are a natural by-product that stems from the employed self-assembled growth methods and manifest in various forms such as shape-asymmetry, inhomogeneous strain distribution within the QD and concomittant piezo-elecric fields. These asymmetries in return give rise to distinct anisotropies in the optical properties of QDs, which in fact render their optical response classic. For device oriented research these anisotropies are therefore typically considered unwanted and actively researched to be controlled. They are, however, interesting from a fundamental point of view, as anisotropic QDs basically provide a testbed system for fundamental atom-like quantum physics with non-centrosymmetric potentials. As shall be shown in the current work, this gives rise to novel and interesting physics in its own right. Employing photoluminescence spectroscopy (PL) we investigate the optical anisotropy of the radiative recombination of excitons confined to CdSe/ZnSe QDs. This is done by angle-dependent polarization-resolved PL. We demonstrate experimentally that the electron-hole exchange interaction in asymmetric QDs gives rise to an effective conversion of the optical polarization from linear to circular and vice versa. The experiment is succesfully modeled in the frame of an exciton pseudospin-formalism that is based on the exchange induced finestructure splitting of the radiative excitonic states and unambiguously proves that the observed polarization conversion is the continuous-wave equivalent to quantum beats between the exchange split states in the time domain. These results indicate that QDs may offer extended functionality beyond non-classical light sources in highly integrated all-optical device schemes, such as polarization converters or modulators. In a further extension we apply the exciton pseudospin-formalism to optical alignment studies and demonstrate how these can be used to directly measure the otherwise hidden symmetry distribution over an ensemble of QDs. This kind of measurement may be used on future optical studies in order to link optical data more directly to structural investigations, as it yields valuable information on capped QDs that cannot be looked at directly by topological methods. In the last part of this work we study the influence of an in-plane magnetic field on the optical anisotropy. We find that the optical axis of the linear polarization component of the photoluminescence signal either rotates in the opposite direction to that of the magnetic field or remains fixed to a given crystalline direction. A qualitative theoretical analysis based on the exciton pseudospin Hamiltonian unambiguously demonstrates that these effects are induced by isotropic and anisotropic contributions to the heavy-hole Zeeman term, respectively. The latter is shown to be compensated by a built-in uniaxial anisotropy in a magnetic field B=0.4 T, resulting in an optical response that would be expected for highly symmetric QDs. For a comprehensive quantitative analysis the full heavy-hole exciton k.p-Hamiltonian is numerically calculated and the resulting optical polarization is modeled. The model is able to quantitatively describe all experimental results using a single set of parameters. From this model it is explicitly seen that a optical response characteristic for high symmetry QDs may be obtained from an ensemble of asymmetric QDs without a crossing of the zero-field bright exciton states, which was required for application of QDs in non-classical light sources. It is clearly demonstrated that any scheme using in-plane magnetic fields to symmetrize the optical response has to take into account at least four optically active states instead of the two observed in the absence of magnetic fields. These findings may explain some of the major disagreement on recent entanglement studies in asymmetric QDs, as models that do not take the above result into account cannot be a priori expected to provide reliable results on excitonic Bell states.