با سلام خدمت کاربران در صورتی که با خطای سیستم پرداخت بانکی مواجه شدید از طریق کارت به کارت (6037997535328901 بانک ملی ناصر خنجری ) مقاله خود را دریافت کنید (تا مشکل رفع گردد).
دسته بندی:
مدیریت دانش - knowledge management
سال انتشار:
2018
عنوان انگلیسی مقاله:
The evolution of sentiment analysis—A review of research topics, venues, and top cited papers
ترجمه فارسی عنوان مقاله:
تحول تحليل احساسات - بازبينی موضوعات پژوهشی،سالنها، و مقالات فوق الذکر
منبع:
Sciencedirect - Elsevier - Computer Science Review, 27 (2018) 16-32. doi:10.1016/j.cosrev.2017.10.002
نویسنده:
Mika V. Mäntylä a,*, Daniel Graziotin b, Miikka Kuutila a
چکیده انگلیسی:
Sentiment analysis is one of the fastest growing research areas in computer science, making it challenging
to keep track of all the activities in the area. We present a computer-assisted literature review, where
we utilize both text mining and qualitative coding, and analyze 6996 papers from Scopus. We find that
the roots of sentiment analysis are in the studies on public opinion analysis at the beginning of 20th
century and in the text subjectivity analysis performed by the computational linguistics community in
1990’s. However, the outbreak of computer-based sentiment analysis only occurred with the availability
of subjective texts on the Web. Consequently, 99% of the papers have been published after 2004. Sentiment
analysis papers are scattered to multiple publication venues, and the combined number of papers in the
top-15 venues only represent ca. 30% of the papers in total. We present the top-20 cited papers from
Google Scholar and Scopus and a taxonomy of research topics. In recent years, sentiment analysis has
shifted from analyzing online product reviews to social media texts from Twitter and Facebook. Many
topics beyond product reviews like stock markets, elections, disasters, medicine, software engineering
and cyberbullying extend the utilization of sentiment analysis.
Keywords: Sentiment analysis ، Opinion mining ، Bibliometric study ، Text mining ، Literature review ، Topic modeling ، Latent Dirichlet Allocation ، Qualitative analysis
قیمت: رایگان
توضیحات اضافی:
تعداد نظرات : 0