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基于链接结构分析的主题搜索 被引量:2
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作者 余旸 zhangxi lin 夏国平 《北京工业大学学报》 EI CAS CSCD 北大核心 2011年第4期614-618,623,共6页
针对目前一般文本搜索引擎采用的关键词匹配方法导致搜索效率相对低下的问题,在分析语义相关性的度量方案基础上,利用Wikipedia丰富链接结构所蕴涵信息,提出基于链接结构分析的主题搜索策略.设计了词条相关性算法,用以描述词间距离,并... 针对目前一般文本搜索引擎采用的关键词匹配方法导致搜索效率相对低下的问题,在分析语义相关性的度量方案基础上,利用Wikipedia丰富链接结构所蕴涵信息,提出基于链接结构分析的主题搜索策略.设计了词条相关性算法,用以描述词间距离,并对词条进行相关度的重新排序.实验中引入用户评价机制,并与传统策略搜索结果进行对比.结果证明,该策略在扩大主题覆盖度的同时保证了较高的用户意图识别度. 展开更多
关键词 维基百科 网络聚类 知识发现
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Harnessing Internet finance with innovative cyber credit management 被引量:8
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作者 zhangxi lin Andrew B.Whinston Shaokun Fan 《Financial Innovation》 2015年第1期46-69,共24页
In the last two decades,Internet technologies,such as cloud computing,mobile communications,social media,and big data analytics,have brought tremendous changes to our society and reshaped the business in various indus... In the last two decades,Internet technologies,such as cloud computing,mobile communications,social media,and big data analytics,have brought tremendous changes to our society and reshaped the business in various industries.Specifically,the mushrooming innovations in the financial area fertilized by information and communication technologies indicates the advent of the Internet finance era.Applying the exploratory research approach,we investigate major innovative Internet-based financial services and classify them into five categories,as of e-commerce,e-payment,e-money market,online loan services,and digital currencies.Then we propose a market structure of Internet finance extended from the traditional financial market.We claim that credit management is the key issue in the marketplace of Internet finance,characterized by big data analytics,in which cyber credit appears as whole-process,multi-dimensional,and holographic.We further suggest that cyber credit be represented in the form of vector to overcome the limits of traditional single-value measure in cyber credit management.Based on this framework,we raise main research issues in Internet finance from the perspectives of theory,technology,and governance. 展开更多
关键词 Electronic commerce Internet finance Credit risk REGULATION Financial market INNOVATION
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A Novel Topology for the Zonal Network with Wireless Coverage
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作者 Fumin ZOU Xinhua JIANG +1 位作者 zhangxi lin Tongsen WANG 《Communications and Network》 2009年第2期57-62,共6页
In this paper, we propose a banyan-tree topology for the wireless coverage along the road or railway, which is characterized as a zonal network. Theoretical analysis and numerical studies show that the proposed ban-ya... In this paper, we propose a banyan-tree topology for the wireless coverage along the road or railway, which is characterized as a zonal network. Theoretical analysis and numerical studies show that the proposed ban-yan-tree topology is appropriate for the zonal network with the Wireless Mesh Network (WMN) technology, which is feasible to deploy and has the enhanced robust, improved bandwidth with this topology. 展开更多
关键词 Banyan-Tree TOPOLOGY ZONAL NETWORK Wireless COVERAGE TRANSPORTATION
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Expected return,time-varying risk,and hedging demand in the US REITs market 被引量:1
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作者 Zhongyi Xiao zhangxi lin Siming Li 《Journal of Management Analytics》 EI 2014年第1期78-98,共21页
This paper explores the time-varying relationship between the return and risk for the portfolios in the US real estate investment trusts(REITs)market.Three classes of REITs portfolios are sorted on size,momentum and b... This paper explores the time-varying relationship between the return and risk for the portfolios in the US real estate investment trusts(REITs)market.Three classes of REITs portfolios are sorted on size,momentum and book-to-market.The empirical results place a positive trade-off between the return and predictable covariation in all REITs portfolios.Furthermore,this paper examines the significance of intertemporal hedging demand in each REITs portfolio by extending the Intertemporal Capital Asset Pricing model(ICAPM)with a set of prevailing macroeconomic variables and financial market indicators,which indicate that the predictable movements in return could be attributed to the change in covariances with these innovations.The conclusive results show that innovations in inflation rate,de-trended short-term interest rate,Fama-French momentum factor,S&P/Case-Shiller home price index,and Barclay Capital long-term government/corporate bond index play a crucial role in hedging demand for REITs portfolios. 展开更多
关键词 REITS RETURN risk ICAPM hedging demand
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