用于工作推荐的人工免疫系统

Shaha T. Al-Otaibi, M. Ykhlef
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引用次数: 5

摘要

人工免疫系统是近年来出现的一种受免疫学启发的新型计算智能技术,它从免疫系统中获得灵感,以发展新的计算机制来解决广泛领域的问题。本文提出了一种面向问题的方法来设计职位推荐问题的免疫解。我们将描述与工作推荐系统相关的免疫系统隐喻。然后,讨论应该考虑的设计问题,例如,要建模的问题的特征、数据表示、亲和度量以及应该为问题量身定制的免疫过程。最后,给出了相应的计算模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Artificial Immune System for job recommendation
Artificial Immune System is a novel computational intelligence technique inspired by immunology has appeared in the recent few years and takes inspiration from the immune system in order to develop new computational mechanisms to solve problems in a broad range of domain areas. This paper presents a problem oriented approach to design an immunizing solution for job recommendation problem. We will describe the immune system metaphors that are relevant to job recommender system. Then, discuss the design issues that should be taken into account such as, the features of the problem to be modeled, the data representation, the affinity measures, and the immune process that should be tailored for the problem. Finally, the corresponding computational model is presented.
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