Android平台上属性约简贝叶斯优化Web Services分类选择算法研究

摘要

Web Services has become an important service component on the Web now, Web Services' features make it completely suitable for the wireless communications equipment to provide services.About how to choose the Web Services of quality service(QoS) demand under the conditions of limited resources, this paper through the establishment of the QoS ontology, put fomard a Web Services classification selection algorithm of attribute reduction based on Bayesian optimization.The algorithm can improve the efficiency of the classification selection of Web Services in a short time, and provide users with high quality search results, which is suitable for the smart phone operating platform.%现在Web Services已经成为Internet上一个重要的服务组件,Web Services的特点使它完全适合于为无线通信设备提供服务.对于如何在资源有限的条件下快速选择满足服务质量(QoS)需求的Web Services,该文通过建立顶层QoS本体,提出一种属性约简贝叶斯优化Web Services分类选择算法.该算法能在短时间内提高对Web Services的分类选择效率,为用户提供高质量的搜索查询结果,并适用于智能手机运行平台.