The dimensions:
\$ \dfrac{W \cdot s}{K} \cdot K \cdot Hz = \dfrac{W \cdot s}{K} \cdot K \cdot \dfrac{1}{s} = W \$
So your noise is a power quantity. The expression gives power as an absolute value. We're often more interested in power compared to a reference level, and to keep it practical, because the ratios can vary from very low to very high, a logarithmic scale is used:
\$ dB = 10 \cdot log\left(\dfrac{P}{P_{REF}}\right) \$
That's the 10-based logarithm. There exist several different power references, and each will give a different dB number, so it's important to state clearly which scale you're using. dBm for instance has a 1mW reference, that's for instance 775mV in 600\$\Omega\$. If your mobile phone transmits 500mW of power that's
\$ 10 \cdot log\left(\dfrac{500mW}{1mW}\right) = 27 dBm \$
A 3dB difference is a factor two; 3dB higher is twice the power.
You can also express voltage levels in dB. Then
\$ 10 \cdot log\left(\dfrac{P}{P_{REF}}\right) = 10 \cdot log\left(\dfrac{\dfrac{V^2}{R}}{\dfrac{V_{REF}^2}{R}}\right) = 10 \cdot log\left(\dfrac{V^2}{V_{REF}^2}\right) = 20 \cdot log\left(\dfrac{V}{V_{REF}}\right) \$
So, while for power you have to multiply by 10, for voltages it's by 20.
6dB lower is half the voltage.