Micro-Electronics and Telecommunication Engineering by Unknown

Author:Unknown
Language: eng
Format: epub
ISBN: 9789811523298
Publisher: Springer Singapore

2.3 Community Instability

Community instability is the major concern in the area of dynamic community detection. There can be multiple decompositions in complex network communities. This generates the ambiguity in the partitions of communities [3]. But mostly algorithms generate the partitions assigning nodes to one community only for simplification. But nodes often belong to multiple communities as discussed early in overlapping of communities. Also, the partition selection process is arbitrary in nature. Different types of selection lead to different results. All these lead to the complexity in identifying the decomposition in stable networks due to community instability.

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