کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
552284 873197 2012 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
From once upon a time to happily ever after: Tracking emotions in mail and books
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
From once upon a time to happily ever after: Tracking emotions in mail and books
چکیده انگلیسی

In this paper, we show how sentiment analysis can be used in tandem with effective visualizations to quantify and track emotions in mail and books. We study a number of specific datasets and show, among other things, how collections of texts can be organized for affect-based search and how books portray different entities through co-occurring emotion words. Analysis of the Enron Email Corpus reveals that there are marked differences across genders in how they use emotion words in work-place email. Finally, we show that fairy tales have more extreme emotion densities than novels.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 53, Issue 4, November 2012, Pages 730–741
نویسندگان
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