BL-MNE: Emerging Heterogeneous Social Network Embedding Through Broad Learning with Aligned Autoencoder

• Published in: Proceedings (IEEE International Conference on Data Mining) pp. 605 - 614
• Main Authors: Jiawei Zhang, Congying Xia, Chenwei Zhang, Limeng Cui, Yanjie Fu, Yu, Philip S.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.11.2017
• Subjects: Broad Learning; Complex networks; Heterogeneous Information Network; Heterogeneous networks; Machine learning algorithms; Multiple Aligned Social Networks; Network Embedding; Terminology; Twitter

Network embedding aims at projecting the network data into a low-dimensional feature space, where the nodes are represented as a unique feature vector and network structure can be effectively preserved. In recent years, more and more online application service sites can be represented as massive and...