Abstract
Objective:In recent years, citation analysis tools provide many devices for finding or computing the citation score or impact factor for journals. It is important for the researchers to identify good journals for collecting research ideas discussed. 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:The work involves the cited content extractor for extracting the descriptive features mentioned about the cited paper. The cited content refers to the content in the article written by a citing paper and relating to the cited paper. The ranking system uses a citation score estimator for computing the overall weight of the descriptive cited content relating to a specific paper in the citing papers. The journal ranking system performs classification of the citation content with the evaluation of a citation score. The work that involves the citation content is classified under different categories as positively cited, negatively cited or neutral and unrelated.Results:Then the computed citation score is used for ranking the dealing with research on cancer research journals. The results of the ranking journals indicate that the particular ranked journal has been cited in the literature of many journals with a good descriptive content. Journal ranking system can be considered as a well-organized tool for ranking the cancer research scientific journal based on citation content and citation counting.Conclusion:This experimental cancer journal ranking method increases accuracy and effectiveness by using the citation content when compared with PageRank and HITS.
Highlights
Extreme leverage of accessing online resources has led to a rapid increase in online access by researchers who do research by referring to various research ideas published in different journals
This experimental cancer journal ranking method increases accuracy and effectiveness by using the citation content when compared with PageRank and HITS
In respect of the computation of the citation score based on the cited content, there is a need for performing opinion mining on the cited content seen in a variety of research articles in literature
Summary
Extreme leverage of accessing online resources has led to a rapid increase in online access by researchers who do research by referring to various research ideas published in different journals. Most of the researcher’s authors of articles write about cited papers in their research papers. The cited content may have opinions on the technique proposed in the cited paper. Cancer journal ranking system is useful for ranking and providing desirable recommendations of various well cited journals. Various citation analyses or journal ranking techniques are available and those systems might have used the citation count based ranking system. None of the systems is available for ranking journals based on the descriptive cited contents or the citation score calculated using the cited content. In respect of the computation of the citation score based on the cited content, there is a need for performing opinion mining on the cited content seen in a variety of research articles in literature
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