کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10368486 874795 2014 25 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Automatic scoring for answers to Arabic test questions
ترجمه فارسی عنوان
نمره خودکار برای پاسخ به سوالات آزمون عربی
کلمات کلیدی
نمره کوتاه پاسخ شباهت متن، شباهت معنایی، عربی،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
چکیده انگلیسی
Most research in the automatic assessment of free text answers written by students address English language. This paper handles the assessment task in Arabic language. This research focuses on applying multiple similarity measures separately and in combination. Many aspects are introduced that depend on translation to overcome the lack of text processing resources in Arabic, such as extracting model answers automatically from an already built database and applying K-means clustering to scale the obtained similarity values. Additionally, this research presents the first benchmark Arabic data set that contains 610 students' short answers together with their English translations.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Speech & Language - Volume 28, Issue 4, July 2014, Pages 833-857
نویسندگان
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