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Research of semantic search algorithm based on Cloud computing

机译:基于云计算的语义搜索算法研究

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Traditional search algorithm based on keywords, is easy to appear polysemy and synonyms phenomenon, which affects the recall and precision of search. And it uses a centralized search algorithm. Once the servers have problems, the whole system will be out of service. As a new distributed computing, Cloud computing has a high computing and mass storage. In order to reduce server load and increase the efficiency of resource discovery, this paper puts forward the search algorithm based on semantic in the cloud environment, which realizes intelligent search through the Chord precise search and semantic fuzzy matching fusion, and enhances the recall rate. Simulation experiment shows that the algorithm achieves high recall-precision, which performs the efficiency search in small-scale stable network.
机译:基于关键字的传统搜索算法很容易出现多义和同义词现象,这会影响搜索的召回和精度。 它使用集中式搜索算法。 一旦服务器存在问题,整个系统将失货。 作为一种新的分布式计算,云计算具有高计算和大容量存储。 为了减少服务器负载并提高资源发现的效率,本文提出了基于云环境中语义的搜索算法,从而实现了智能搜索的智能搜索精确的搜索和语义模糊匹配融合,增强了召回率。 仿真实验表明,该算法实现了高召回精度,这对小规模稳定网络进行了效率搜索。

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