Detecting local community structures in complex networks based on local degree central nodes

► We define the local central node and explore the property of local degree nodes. ► We present a local community detection method based on the local degree central node. ► For a node, its local community is discovered by starting from its associated LDC nodes. ► Our method is not sensitive to the position of the given nodes. ► Our algorithm can discover local communities accurately for more nodes.