A balanced modularity maximization link prediction model in social networks.

•We present a novel community-based link prediction method called MMLP.•We use modularity maximization process build a bridge a bridge between link prediction and community detection.•A trade-off technique is designed to maintain the network in balance.•A feature aggregation method is proposed to combine information of different level.•Experiments with synthetic and real-world data are presented.