Probabilistic Latent Document Network Embedding

• المؤلفون الرئيسيون: LE, Tuan M. V., LAUW, Hady W.
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2014
• الموضوعات: dimensionality reduction; document network; embedding; visualization; topic modeling; generative model; Computer Sciences; Databases and Information Systems
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/2594; https://ink.library.smu.edu.sg/context/sis_research/article/3594/viewcontent/icdm14.pdf

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...