کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
815568 906412 2014 21 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Sentiment analysis algorithms and applications: A survey
ترجمه فارسی عنوان
الگوریتم های تحلیل احساسات و برنامه های کاربردی: یک نظرسنجی
کلمات کلیدی
تجزیه و تحلیل احساسات، طبقه بندی احساسات، انتخاب ویژگی، تشخیص احساسات، انتقال یادگیری، منابع ساختمان
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
چکیده انگلیسی

Sentiment Analysis (SA) is an ongoing field of research in text mining field. SA is the computational treatment of opinions, sentiments and subjectivity of text. This survey paper tackles a comprehensive overview of the last update in this field. Many recently proposed algorithms' enhancements and various SA applications are investigated and presented briefly in this survey. These articles are categorized according to their contributions in the various SA techniques. The related fields to SA (transfer learning, emotion detection, and building resources) that attracted researchers recently are discussed. The main target of this survey is to give nearly full image of SA techniques and the related fields with brief details. The main contributions of this paper include the sophisticated categorizations of a large number of recent articles and the illustration of the recent trend of research in the sentiment analysis and its related areas.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Ain Shams Engineering Journal - Volume 5, Issue 4, December 2014, Pages 1093–1113
نویسندگان
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