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基于PageRank改进的文献排名算法研究 被引量:4

Research on improved ranking method of bibliography retrieval system based on PageRank
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摘要 在文献检索领域,如何更好地检索到与用户检索请求相匹配的文献是一个值得研究的问题。通常,检索系统往往会采用一定的排序算法对与用户检索请求相关的文献进行排序。然而,由于文献数量庞大,文献内容繁多,当前的文献检索系统的性能仍有待提高。文章基于Lucene排序机制及PageRank算法,提出了一种新的文献搜索排序算法。该算法同时考虑了文献的相关性和权威性。通过实验表明,与传统的检索算法相比,该算法的性能有一定程度的提高。 In the field of bibliography retrieval, how to retrieve literatures that meet users’ need is a complicated problem. Usually,retrieval systems tend to adopt certain sorting algorithm for sorting the user retrieval request related literature. However, the performance of the current literature retrieval system needs to be improved. Based on Lucene sorting mechanism and PageRank algorithm, this paper proposes a new literature search ranking algorithm. The algorithm takes into account both the correlation literature and authority. Experiments show that compared with the traditional retrieval algorithm, the performance of this algorithm has a certain degree of improvement.
作者 王丹 Wang Dan(University of Electronic Science and Technology of China, Chengdu, Sichuan 611731, China)
出处 《计算机时代》 2019年第1期59-62,66,共5页 Computer Era
基金 2016年电子科技大学教学改革重点项目"以效果为导向的电子信息类职业技能培训质量评价研究"(2016XJYZD020)
关键词 文献检索 排序算法 LUCENE PAGERANK bibliography retrieval sorting algorithm Lucene PageRank
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  • 1戚华春,黄德才,郑月锋.具有时间反馈的PageRank改进算法[J].浙江工业大学学报,2005,33(3):272-275. 被引量:27
  • 2黄德才,戚华春.PageRank算法研究[J].计算机工程,2006,32(4):145-146. 被引量:69
  • 3黄德才,戚华春,钱能.基于主题相似度模型的TS-PageRank算法[J].小型微型计算机系统,2007,28(3):510-514. 被引量:23
  • 4GARFIELD E. Citation Analysis as a Tool in Journal Evaluation [J]. Science, 1972, 178:471-479. 被引量:1
  • 5GARFIELD E. The History and Meaning of the Journal Impact Factor [ J]. Journal of the American Medical Association, 2006, 295 ( 1 ) : 90 - 93. 被引量:1
  • 6BORODIN A, ROBERTS G O, ROSENTHAL J S. Link analysis ranking: algorithms, theory, and experiments [ J ]. ACM Transactions on Internet Technology, 2005, 5 (1) : 231 -297. 被引量:1
  • 7KLEINBERG J M. Authoritative sources in a hyperlinked environment [ J ]. Journal of the ACM, 1999, 46 (5) : 604 - 632. 被引量:1
  • 8BRIN S, PAGE L. The Anatomy of a Large - scale Hypertextual Web Search Engine [ J]. Computer Networks and ISDN Systems, 1998, 30(1 -7) : 107 - 117 被引量:1
  • 9CHEN T T,XIE L Q. Identifying Critical Focuses in Research Domains [ C ]//Proceedings of the Ninth International Conference on Information Visualisation. London, England,2005 : 135 - 142. 被引量:1
  • 10SIDIROPOULOS A, MANOLOPOULOS Y. A citationbased system to assist prize awarding [ J ]. SIGMOD Record, 2005, 34 (4) : 54 - 60. 被引量:1

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