Organizing Books and Authors by Multilayer SOM.

Zhang Haijun,Chow Tommy W. S.,Wu Q. M. Jonathan,H Zhang,T W Chow

IEEE Transactions on Neural Networks and Learning Systems（2016）

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摘要

This paper introduces a new framework for the organization of electronic books (e-books) and their corresponding authors using a multilayer self-organizing map (MLSOM). An author is modeled by a rich tree-structured representation, and an MLSOM-based system is used as an efficient solution to the organizational problem of structured data. The tree-structured representation formulates author featur...

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关键词

Electronic publishing,Feature extraction,Collaboration,Recommender systems,Biographies,Adaptation models,Nonhomogeneous media

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