{'fraction_non_alphanumeric': 0.017467248908296942, 'fraction_numerical': 0.0, 'mean_word_length': 4.563106796116505, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Sentiment Analysis on Citations in Research Paper

Scientific papers are the papers including citations. Generally scientific papers include references at the end of the paper. Authors of these papers may include related work in their paper. The related work may or may not help the author. We apply sentiment analysis on the related work in a scientific paper and find out whether the references are helpful or not for the author. In this paper, we apply data pre-processing on the related work and find out the polarity for each mentioned reference using Naive-Bayes theorem. We also apply h-index ranking algorithm on the citations of references. Finally, we find out the overall polarity of the references. Three parameters are used to calculate the result. They are related work mentioned in the research paper, number of citations for each reference in the research paper and h-index value for each author in the references of the research paper respectively. First parameter is used to calculate naïve bayes and the rest two are used to calculate h-index. The expected result is to find the polarity of each reference cited by the author.