Improve Sentiment Analysis of Citations with Author Modelling
نویسندگان
چکیده
In this paper, we introduce a novel approach to sentiment polarity classification of citations, which integrates data about the authors’ reputation. More specifically, our method extends the h-index with citation polarities and utilizes it in sentiment classification of citation sentences. Our computational results show that our method yields significant improvement in terms of classification performance.
منابع مشابه
Sentiment analysis of scientific citations
Some figures in this document are best viewed in colour. If you received a black-and-white copy, please consult the online version if necessary. Summary While there has been growing interest in the field of sentiment analysis for different text genres in the past few years, relatively less emphasis has been placed on extraction of opinions from scientific literature, more specifically, citation...
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تاریخ انتشار 2016