全文本引文分析——引文分析的新发展

doi:10.13266/j.issn.0252-3116.2014.09.018

图书情报工作 ›› 2014, Vol. 58 ›› Issue (09): 129-135.DOI: 10.13266/j.issn.0252-3116.2014.09.018

全文本引文分析——引文分析的新发展

赵蓉英^1,2,3, 曾宪琴^1,3, 陈必坤^1,3

1. 武汉大学信息管理学院;
2. 武汉大学信息资源研究中心;
3. 武汉大学中国科学评价研究中心

收稿日期:2014-03-17 修回日期:2014-04-20 出版日期:2014-05-05 发布日期:2014-05-05
通讯作者: 曾宪琴，武汉大学信息管理学院、武汉大学中国科学评价研究中心硕士研究生，E-mail：xianqin.zeng@gmail.com
作者简介:赵蓉英，武汉大学信息管理学院、武汉大学信息资源研究中心教授，武汉大学中国科学评价研究中心副主任；陈必坤，武汉大学信息管理学院、武汉大学中国科学评价研究中心博士研究生。
基金资助:
本文系教育部人文社会科学基金项目“馆藏数字资源语义化深度聚合的理论与关键技术研究”（项目编号：13YJA870023）和国家社会科学基金重大项目“基于语义的馆藏资源深度聚合与可视化展示研究”（项目编号：11&ZD152）研究成果之一。

Citation in Full-text：The Development of Citation Analysis

Zhao Rongying^1,2,3, Zeng Xianqin^1,3, Chen Bikun^1,3

1. School of Information Management, Wuhan University, Wuhan 430072;
2. The Center for the Studies of Information Resources, Wuhan University, Wuhan 430072;
3. Research Center for China Science Evaluation, Wuhan University, Wuhan 430072

Received:2014-03-17 Revised:2014-04-20 Online:2014-05-05 Published:2014-05-05

摘要/Abstract

摘要：

对全文本引文分析法进行全面梳理，首先，将其提出的背景归纳为传统引文分析法的不足以及相关技术的发展；其次，介绍全文本引文分析的研究数据、研究方法及研究内容；最后，展望全文本引文分析法未来的研究方向，认为全文本引文分析作为一种微观的、基于全文数据的引文分析法，可以从根本上改变和发展引文分析和科学评价的理论与方法；随着结构化全文数据的普及，其将得到更大的发展。

关键词: 全文本引文分析, 引用内容分析, 引用分析, 引文分析

Abstract:

This paper makes a comprehensive analysis on the full text citation analysis. It sums up the background of the method as the disappointment of the traditional citation analysis and the development of relevant technologies. The paper also introduces the research data, methods and contents of the full text citation analysis. At last, it makes its future research direction. It draws a conclusion that the method can change and develop the theory and method of citation analysis and scientific evaluation as a microcosmic full-text-based method and it will get more attention and development with the popularity of structured data.

Key words: citation in full-text, citation context analysis, citing analysis, citation analysis

中图分类号:

G350

赵蓉英, 曾宪琴, 陈必坤. 全文本引文分析——引文分析的新发展[J]. 图书情报工作, 2014, 58(09): 129-135.

Zhao Rongying, Zeng Xianqin, Chen Bikun. Citation in Full-text：The Development of Citation Analysis[J]. LIS, 2014, 58(09): 129-135.

参考文献

[1] Kaplan N. The norms of citation behavior: Prolegomena to the footnote [J]. American Documentation, 1965, 16 (3) : 179-184.

[2] Liu Mengxiong. Progress in documentation the complexities of citation practice: A review of citation studies [J]. Journal of Documentation, 1993, 49(4): 370-408.

[3] Case D O, Higgins G M.How can we investigate citation behavior? A study of reasons for citing literature in communication [J]. Journal of the American Society for Information Science, 2000, 51(7):635-645.

[4] 丁学东.文献计量学基础[M]. 北京: 北京大学出版社, 1993: 198.

[5] Chubin D. Is citation analysis a legitimate evaluation tool [J]. Scientometrics,1980, 2(1) : 91-92.

[6] Bornmann L, Daniel H. What do citation counts measure? A review of studies on citing behavior [J]. Journal of Documentation, 2008, 64(1):45-80.

[7] MacRoberts M H, MacRoberts B R. Problems of citation analysis: A critical review [J]. Journal of the American Society for Information Science, 1989, 40(5): 342-349.

[8] Herlach G. Can retrieval of information from citation indexes be simplified? Multiple mention of a reference as a characteristic of the link between cited and citing article [J]. Journal of the American Society for Information Science, 1978, 29(6):308-310.

[9] 万里鹏.非结构化到结构化数据转换的研究与实现[D].成都:西南交通大学, 2013.

[10] 许学标, 顾宁, 施伯乐.半结构化数据模型及查询语言[J].计算机研究与发展,1998,35(10):896-901.

[11] 张明宝, 马静.基于UIMA的企业非结构信息资源管理系统研究[J].计算机系统应用,2008(10):15-20.

[12] 张群.文本挖掘技术及其在专利信息分析中的应用[J].现代情报,2006(3):209-213.

[13] Feldman R, Sanger J. The text mining handbook[M].New York:Cambridge University Press,2007.

[14] 李翠霞. 现代计算机智能识别技术处理自然语言研究的应用与进展[J].科学技术与工程, 2012, 12 (36):9912-9918.

[15] 赵妍妍,秦兵,刘挺. 文本情感分析[J]. 软件学报, 2010(8):1834-1848.

[16] Hatzivassiloglou V, McKeown K R. Predicting the semantic orientation of adjectives[C]//Proceedings of the EACL'97. Morristown: ACL,1997:174-181.

[17] Robertson G, Card S K, Mackinlay J D. The cognitive coprocess or for interactive user interfaces [C]//Proceedings of the ACM Symposium on User Interface Software and Technology. New York: ACM, 1989: 102-108.

[18] Garfield E. Can citation indexing be automated? [J]. Essays of an Information Scientist, 1962, 13(1): 84-90.

[19] Voos H, Dagaev K S. Are all citations equal? Or, did we op. cit. your idem? [J]. Journal of Academic Librarianship, 1976, 1(6):19-21.

[20] McCain K W, Turner K. Citation context analysis and aging patterns of journal articles in molecular genetics[J]. Scientometrics, 1989,17(1):127-163.

[21] Ding Ying, Liu Xiaozhong, Guo Chun, et al. The distribution of references across texts: Some implications for citation analysis [J]. Journal of Informetrics, 2013(7):583-592.

[22] 胡志刚, 陈超美, 刘则渊, 等从基于引文到基于引用——一种统计引文总被引次数的新方法[J]. 图书情报工作, 2013, 57(21):5-10.

[23] Cano V. Citation behavior: Classification, utility, and location [J]. Journal of the American Society for Information Science, 1989, 40(4): 284-290.

[24] Hu Zhigang, Chen Chaomei, Liu Zeyuan. Where are citations located in the body of scientific articles? A study of the distributions of citation locations [J]. Journal of Informetrics, 2013,7(4):887-896.

[25] Cozzens S E. What do citations count? The rhetoric-first model [J]. Scientometrics, 1989, 15(4):437-447.

[26] Elkiss A, Shen S, Fader A, et al. Blind men and elephants: What do citation summaries tell us about a research article?[J]. Journal of the American Society for Information Science and Technology, 2008, 59(1):51-62.

[27] Liu Shengbo, Chen Chaomei. The proximity of co-citation [J]. Scientometrics, 2012, 91(3):495-511.

[28] Gipp B, Beel J. Identifying related documents for research paper recommender by CPA and COA [C]//Proceedings of World Congress on Engineering and Computer Science. San Francisco: Int Assoc Engineers-Iaeng, 2009: 636-639.

[29] Boyack K W, Small H, Klavans R. Improving the accuracy of co-citation clustering using full text [J]. Journal of the American Society for Information Science and Technology, 2013, 64(9):1759-1767.

[30] Callahan A, Hockema S, Eysenbach G. Contextual cocitation:Augmenting cocitation analysis and its applications[J]. Journal of the American Society for Information Science and Technology, 2010, 61(6):1130-1143.

[31] Nakov P I, Schwartz A S, Hearst M A. In citances: Citation sentences for semantic analysis of bioscience text[EB/OL].[2014-03-05]. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.59.2666&rep=rep1&type=pdf.

[32] Mei Qiaozhu, Zhai Chengxiang. Generating impact-based summaries for scientific literature [C]//The Ohio State University. The Proceedings of ACL-08: The 46th Annual Meeting of the Association for Computational Linguistics. Columbus: ACL. 2008:816-824.

[33] Small H. Cited documents as concept symbols [J]. Social Studies of Science, 1978,8(3):327-340.

[34] Small H. Citation context analysis [J]. Progress in Communication Sciences, 1982,8(3):287-310.

[35] Small H. The significance of bibliographic references [J]. Scientometrics, 1987, 12(5-6):339-341.

[36] Small H. Co-citation context analysis: The relationship between bibliometric structure and knowledge [C]//Proceedings of the 16th ASIS Annual Meeting. Medford:Knowledge Industry Pubns. 1979:270-275.

[37] Small H. Interpreting maps of science using citation context sentiments: A preliminary investigation [J]. Scientometrics,2011,87(2):373-388.

[38] Small H. Text mining of citations for emerging scientific communities [OL]. [2014-03-07].http://mediazone.brighttalk.com/comm/ReedElsevier/78d7d945a8-24781-4950-26860.

[39] Nanba H. Okumura M. Towards multi-paper summarization using reference information [C]//IJCAII. The Proceedings of 16th International Joint Conference on Artificial Intelligence. Stockholm: Morgan Kaufmann Pub Inc, 1999:926-931.

[40] Mohammad S, Dorr B, Egan M, et al. Using citations to generate surveys of scientific paradigms [C]//Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistic. Stroudsburg: Association for Computational Linguistics, 2009: 584-592.

[41] Frsig R E. Citation classification based on genre: The significance of the textual location of citations [D]. Copenhagen: Royal School of Library and Information Science, 2011.

[42] Teufel S, Siddharthan A, Tidhar D. Automatic classification of citation function [C]//Association for Computational Linguistics. Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP'06). Stroudsburg: Association for Computational Linguistics, 2006: 103-110.

[43] 胡志刚,陈超美,刘则渊,等. 基于XML 全文数据引文分析系统的设计与实现[J]. 现代图书情报技术, 2012(11):72-77.

全文本引文分析——引文分析的新发展

Citation in Full-text：The Development of Citation Analysis

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