SoulMate: Short-text author linking through Multi-aspect temporal-textual embedding

no code implementations • 27 Oct 2019 • Saeed Najafipour, Saeid Hosseini, Wen Hua, Mohammad Reza Kangavari, Xiaofang Zhou

Our approach, on the one hand, computes the relevance score (edge weight) between the authors through considering a portmanteau of contents and concepts, and on the other hand, employs a stack-wise graph cutting algorithm to extract the communities of the related authors.

Community Detection named-entity-recognition +2

TEAGS: Time-aware Text Embedding Approach to Generate Subgraphs

no code implementations • 6 Jul 2019 • Saeid Hosseini, Saeed Najafipour, Ngai-Man Cheung, Hongzhi Yin, Mohammad Reza Kangavari, Xiaofang Zhou

We can use the temporal and textual data of the nodes to compute the edge weights and then generate subgraphs with highly relevant nodes.