The invention provides an interconnection line structure and a forming method of the interconnection line structure. The forming method of the interconnection line structure comprises the following steps of: providing a semiconductor substrate, wherein a semiconductor device is formed in the semiconductor substrate; forming an interlayer medium layer on the semiconductor substrate; forming a conductive layer on the interlayer medium layer; after the conductive layer is formed, forming grooves in the conductive layer and the interlayer medium layer, wherein the depth of the grooves is less than a thickness sum of the conductive layer and the interlayer medium layer, and a depth-to-width ratio of the grooves is more than 0.8; after the grooves are formed, depositing intermetallic medium layers, covering the conductive layer and filling the grooves through the intermetallic medium layers, and forming air gaps in the intermetallic medium layers. Compared with the prior art, the height of the grooves comprises the height of the conductive layer and a part of the height of the intermetallic medium layers, so that the depth-to-width ratio of the grooves between the adjacent interconnection lines is increased, the air gaps formed in the intermetallic medium layers inside the grooves are larger, stray capacitance is reduced and even removed, and the properties of the semiconductor device can be improved.