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人工智能技术的数字图书馆信息检索模型
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作者 阳石刚 《江西服装学院论丛》 2020年第1期58-62,共5页
图书馆信息检索的传统模型智能化水平低,无法获得效果非常好的检索匹配结果,为此,提出人工智能技术的数字图书馆信息检索模型。利用人工智能技术构建领域本体,再利用语义字典和主体词表简化程序,处理用户查询信息。完成上述工作后,计算... 图书馆信息检索的传统模型智能化水平低,无法获得效果非常好的检索匹配结果,为此,提出人工智能技术的数字图书馆信息检索模型。利用人工智能技术构建领域本体,再利用语义字典和主体词表简化程序,处理用户查询信息。完成上述工作后,计算候选术语的出现频率、候选术语长度、候选术语出现次数总和,得到候选术语列表,构建数字图书馆信息检索模型,处理检索需求。由此,完成人工智能技术的数字图书馆信息检索模型的设计。最后,在SaaS领域中挑选经常使用的15个检索词,检测传统模型与所建模型的检索匹配结果的准确率、召回率、平均权重值。实验结果表明,所建模型获得了效果非常好的准确率、召回率、平均权重值。由此说明,所建模型的检索匹配结果更准确。 展开更多
关键词 人工智能技术 数字图书馆 信息检索 模型 多本体结构 本体结构
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Multi-broker architecture for large-scale dynamic heterogeneous information integration
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作者 邓华锋 刘云生 《Journal of Southeast University(English Edition)》 EI CAS 2007年第3期343-346,共4页
In order to realize interoperability to a large number of autonomous and heterogeneous information sources with high efficiency, an agent-based multi-broker architecture (AMA)-HustEven, is constructed. A group of br... In order to realize interoperability to a large number of autonomous and heterogeneous information sources with high efficiency, an agent-based multi-broker architecture (AMA)-HustEven, is constructed. A group of broker agents are designed to provide brokering services in a peer-to-peer (P2P) manner for the non- broker agents (user agents, resource agents, query agents). Thus, the scalability and robustness of the system are enhanced. Ontology is also used by the broker agents for facilitating interoperability among all the agents in HustEven. Unlike any other AMAs, an interdomain ontology is built in this system to represent the relationships among the common concepts in the innerdomain ontologies. Therefore, a broker forwards the queries only to the other related brokers according to the interdomain ontology and the communication overhead among the brokers is reduced. Obviously, the application of the interdomain ontology enables a broker to fully take advantage of the multi-broker architecture. The experimental results show that the HustEven performs more efficiently than any other existing systems. 展开更多
关键词 multi-broker architecture semantic interoperability ONTOLOGY information integration open systems
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Multilevel Power Modeling of Base Station and Its ICs 被引量:1
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作者 WANG Wei LI Xiaoyang +2 位作者 LIU Dake CAI Zhaoyun GONG Chen 《China Communications》 SCIE CSCD 2015年第5期22-33,共12页
A new power estimation method is proposed for base station(BS) in this paper.Based on this method,a software platform for power estimation is developed.The proposed method models power consumption on different abstrac... A new power estimation method is proposed for base station(BS) in this paper.Based on this method,a software platform for power estimation is developed.The proposed method models power consumption on different abstraction levels by splitting a typical base station into several basic components at different levels in the view of embedded system design.In particular,our focus is on baseband IC(Integrate Circuit) due to it's the dominant power consumer in small cells.Baseband power model is based on arithmetic computing costs of selected algorithms.All computing and storage costs are calibrated using algorithm complexity,hardware architecture,activity ratio,silicon technology,and overheads on all hierarchies.Micro architecture and IC technology are considered.The model enables power comparison of different types of base stations configured with different baseband algorithms,micro architectures,and ICs.The model also supports cellular operators in power estimation of different deployment strategies and transmission schemes.The model is verified by comparing power consumption with a real LTE base station.By exposing more configuration freedoms,the platform can be used for power estimation of current and future base stations. 展开更多
关键词 baseband IC power consumption power modeling base station 5G
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