How to Choose Appropriate Experts for Peer Review: An Intelligent Recommendation Method in a Big Data Context Cover

How to Choose Appropriate Experts for Peer Review: An Intelligent Recommendation Method in a Big Data Context

Data Science Journal

Volume 14 (2015): Issue 0

By: Duanduan Liu, Wei Xu, Wei Du and Fuyin Wang

Open Access

|May 2015

Figures & Tables

figures/Fig01_web.jpg — Architecture of our expert recommendation research framework.

figures/Fig02_web.jpg — The component of our expert recommendation model.

Table 1

Performance of two methods in terms of AR.

	The proposed method	The baseline method
Top 1	4.23	4.05
Top 5	4.68	4.26

Table 2

Performance of two methods in terms of NDCG.

	The proposed method	The baseline method
Top 1	0.78	0.62
Top 5	0.84	0.74

DOI: https://doi.org/10.5334/dsj-2015-016 | Journal eISSN: 1683-1470

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Language: English

Published on: May 22, 2015

Published by: Ubiquity Press

In partnership with: Paradigm Publishing Services

Publication frequency: 1 issue per year

Keywords:

Experts recommendation,

Integration model,

Big data analysis

© 2015 Duanduan Liu, Wei Xu, Wei Du, Fuyin Wang, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.

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