Using Citation Context to Improve the Retrieval of Research Article from Cancer Research Journals

摘要

Objective: In recent years, citation analysis tools provide many devices for finding or computing the citation scoreor impact factor for journals. It is important for the researchers to identify good journals for collecting research ideasdiscussed. A journal with a good impact factor value is preferably referred to by many researchers. In this research work,the author proposes a system for ranking journals on the basis of ideas and results cited in other papers. Methods: Thework involves the cited content extractor for extracting the descriptive features mentioned about the cited paper. Thecited content refers to the content in the article written by a citing paper and relating to the cited paper. The rankingsystem uses a citation score estimator for computing the overall weight of the descriptive cited content relating to aspecific paper in the citing papers. The journal ranking system performs classification of the citation content with theevaluation of a citation score. The work that involves the citation content is classified under different categories aspositively cited, negatively cited or neutral and unrelated. Results: Then the computed citation score is used for rankingthe dealing with research on cancer research journals. The results of the ranking journals indicate that the particularranked journal has been cited in the literature of many journals with a good descriptive content. Journal ranking systemcan be considered as a well-organized tool for ranking the cancer research scientific journal based on citation content andcitation counting. Conclusion: This experimental cancer journal ranking method increases accuracy and effectivenessby using the citation content when compared with PageRank and HITS.