| 社会化标签系统的结构、演化和功能 |
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| 引用本文： | 张子柯.社会化标签系统的结构、演化和功能[J].上海理工大学学报,2011,33(5). |
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| 作者姓名： | 张子柯 |
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| 作者单位： | 杭州师范大学信息经济研究所,杭州310036;杭州师范大学阿里巴巴商学院,杭州310036;电子科技大学互联网科学中心,成都611731 |
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| 基金项目： | 国家自然科学基金资助项目(11105025,61103109,60973069); 四川省科技厅国际合作项目(2010HH0002) |
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| 摘 要： | 从复杂性科学角度总结了社会化标签系统的结构、演化和功能问题.包括多类异质性节点和超图模型的网络结构;基于标注行为的网络演化模型;基于标签的个性化推荐系统.系统地总结和比较了当前几种代表性的模型和推荐算法,并指出各方法的优缺点和适用范围.有助于更深层次理解和解决社会化标签系统中的理论和应用问题.
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| 关 键 词： | 社会化标签 推荐系统 模型 超图 |
Social tagging systems:structure,dynamics and function |
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| ZHANG Zi ke.Social tagging systems:structure,dynamics and function[J].Journal of University of Shanghai For Science and Technology,2011,33(5). |
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| Authors: | ZHANG Zi ke |
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| Institution: | ZHANG Zi-ke1,2,3(1.Insititute of Information Economy,Hangzhou Normal University,Hangzhou 310036,China,2.Alibaba Business College,3.Web Sciences Center,University of Electronic Science and Technology of China,Chengdu 611731,China) |
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| Abstract: | The recent research progress on understanding the structure,dynamics and function of social tagging systems was summarized.In particular,the following was emphasized:network structures of heterogeneous nodes and hypergraph;tagging behavior based evolving models;tag-aware recommender systems.The representive models and algorithms were systematically studied and compared,and advantages and disadvantages of each,as well as their applicable areas,were pointed out respectively.This survey could shed some lights ... |
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| Keywords: | social tag recommender system model hypergraph |
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