Now We're Talking: Leveraging the Power of Natural Language Processing to Inform ITS Development

نویسندگان

  • Laura K. Allen
  • Erica L. Snow
  • Danielle S. McNamara
چکیده

In the current study, we utilize natural language processing techniques to examine relations between the linguistic properties of students’ self-explanations and their reading comprehension skills. Linguistic features of students’ aggregated selfexplanations were analyzed using the Linguistic Inquiry and Word Count (LIWC) software. Results indicated that linguistic properties of self-explanations were predictive of reading comprehension ability. The results suggest that natural language processing techniques can serve as stealth assessments of abilities within intelligent tutoring systems.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Corpus based coreference resolution for Farsi text

"Coreference resolution" or "finding all expressions that refer to the same entity" in a text, is one of the important requirements in natural language processing. Two words are coreference when both refer to a single entity in the text or the real world. So the main task of coreference resolution systems is to identify terms that refer to a unique entity. A coreference resolution tool could be...

متن کامل

Agent Communication Languages: The Current Landscape

ALTHOUGH THE FIRST PRIMATES that could be considered our remote ancestors appeared one to two million years ago, it has been less than 50,000 years since our species " invented " what we would recognize today as a language. In the short evolutionary time since that innovation, we have managed to raise ourselves to a level unmatched by other creatures on our planet. Admittedly, the attri-bution ...

متن کامل

ASKNet: Leveraging Bio-Cognitive Models in Natural Language Processing

This presentation will detail the inception, development and evaluation of ASKNet. A system which uses natural language processing tools in order to create psycholinguistically inspired, spreading activation based semantic networks from natural language texts.

متن کامل

Teaching approaches to Computer Assisted Language Learning

Computers have been used for language teaching ever since the 1960's.Learning a second language is a challenging endeavor, and, for decades now, proponents of computer assisted language learning (CALL) have declared that help is on the horison. We investigate the suitability of deploying speech technology in computer based systems that can be used to teach foreign language skills. In this case,...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014