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New Technology of Library and Information Service  2012, Vol. Issue (11): 72-77    DOI: 10.11925/infotech.1003-3513.2012.11.12
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Design and Implementation of the Citation Analysis System Based on XML Full-text Articles
Hu Zhigang1,2, Chen Chaomei1,3, Liu Zeyuan1,2, Hou Haiyan1,2
1. Joint-Institute for the Study of Knowledge Visualization and Science Discovery, Dalian University of Technology(China)-Drexel University(USA), Dalian 116024, China;
2. WISELab, Dalian University of Technology, Dalian 116024, China;
3. College of Information Science and Technology, Drexel University, Philadelphia 19104, USA
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Abstract  In this paper, the authors design a novel citation analysis system based on the full-text literature, which can be used to identify citation location, cited references, and citation context as well as other citation information in the full text. The extracted information is imported into a relational database for the following citation retrieval and citation analysis. A case study is conducted using the field of Nano-tube, cited retrieval is tested firstly and then an analysis based on the search results is conducted. This experiment shows the function and the effect of the system and proves its performance on citation analysis in micro-level and based on full-text data.
Key wordsCitation analysis      XML full-text      Citation location     
Received: 09 November 2012      Published: 06 February 2013
:  G354.4  

Cite this article:

Hu Zhigang, Chen Chaomei, Liu Zeyuan, Hou Haiyan. Design and Implementation of the Citation Analysis System Based on XML Full-text Articles. New Technology of Library and Information Service, 2012, (11): 72-77.

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[1] Chubin D, Garfield E. Is Citation Analysis a Legitimate Evaluation Tool[J]. Scientometrics, 1980, 2(1):91-94.
[2] Moed H F. Citation Analysis in Research Evaluation[M]. Netherlands: Springer, 2005.
[3] 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.
[4] MacRoberts M H, MacRoberts B R. Problems of Citation Analysis: A Critical Review[J]. Journal of the American Society for Information Science and Technology, 1989, 40(5):342-349.
[5] Liu M X. Progress in Documentation the Complexities of Citation Practice: A Review of Citation Studies[J]. Journal of Documentation, 1993, 49(4):370-408.
[6] 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.
[7] White H D. Citation Analysis and Discourse Analysis Revisited[J]. Applied Linguistics, 2004, 25(1):89-116.
[8] Smith L C. Citation Analysis[J]. Library Trends, 1981, 30(1):83-106.
[9] Yu H, Agarwal S, Frid N. Investigating and Annotating the Role of Citation in Biomedical Full-text Articles[C]. In: Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine Workshop (BIBMW'09). Washington, DC: IEEE Computer Society, 2009:308-313.
[10] Cano V. Citation Behavior: Classification, Utility, and Location[J]. Journal of the American Society for Information Science, 1989, 40(4):284-290.
[11] Frsig 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.
[12] 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.
[13] Teufel S, Siddharthan A, Tidhar D. Automatic Classification of Citation Function[C]. In: Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP'06). Stroudsburg,PA: Association for Computational Linguistics, 2006:103-110.
[14] Garzone M, Mercer R E. Towards an Automated Citation Classifier[C]. In: Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence. London,UK: Springer-Verlag, 2000: 337-346.
[15] Pham S B, Hoffmann A. A New Approach for Scientific Citation Classification Using Cue Phrases[C]. In: Proceedings of the 16th Australian Conference on Artificial Intelligence. Berlin, Heidelberg:Springer-Verlag, 2003:759-771.
[16] Radoulov R. Exploring Automatic Citation Classification[D]. Waterloo: University of Waterloo, 2008.
[17] Ritchie A, Teufel S, Robertson S. How to Find Better Index Terms Through Citations[C]. In: Proceedings of the Workshop on How Can Computational Linguistics Improve Information Retrieval (CLIIR'06). Stroudsburg,PA: Association for Computational Linguistics, 2006: 25-32.
[18] Aljaber B, Martinez D, Stokes N, et al. Improving MeSH Classification of Biomedical Articles Using Citation Contexts[J]. Journal of Biomedical Informatics, 2011, 44(5):881-896.
[19] Giles C L, Bollacker K D, Lawrence S. CiteSeer: An Automatic Citation Indexing System[C]. In: Proceedings of the 3rd ACM Conference on Digital Libraries (DL'08). New York: ACM, 1998:89-98.
[20] Ritchie A, Robertson S, Teufel S. Comparing Citation Contexts for Information Retrieval[C]. In: Proceedings of the 17th ACM Conference on Information and Knowledge Mining (CIKM'08). New York: ACM, 2008: 213-222.
[21] Amer-Yahia S, Lakshmanan L V S, Pandit S. FleXPath: Flexible Structure and Full-text Querying for XML[C]. In: Proceedings of the 2004 ACM SIGMOD International Conference on Management of Data (SIGMOD'04). New York: ACM, 2004: 83-94.
[22] Amer-Yahia S, Shanmugasundaram J. XML Full-text Search: Challenges and Opportunities[C]. In: Proceedings of the 31st International Conference on Very Large Data Bases (VLDB'05). VLDB Endowment, 2005:1368.
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