Probabilistic Latent Document Network Embedding

• Main Authors: LE, Tuan M. V., LAUW, Hady W.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: dimensionality reduction; document network; embedding; visualization; topic modeling; generative model; Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/2594; https://ink.library.smu.edu.sg/context/sis_research/article/3594/viewcontent/icdm14.pdf
• Institution: Singapore Management University

A document network refers to a data type that can be represented as a graph of vertices, where each vertex is associated with a text document. Examples of such a data type include hyperlinked Web pages, academic publications with citations, and user profiles in social networks. Such data have very h...