Intelligent Sentence Writing Tutor: A System Development Cycle

نویسنده

  • Marina Dodigovic
چکیده

This article focuses on the use of natural language processing (NLP) to facilitate second language learning within the context of academic English. It describes a full cycle of educational software development, from needs analysis to software testing. Two studies are included: 1) the needs analysis conducted to develop the Intelligent Sentence Writing Tutor (ISWT) which diagnoses and at request corrects second language errors in writing, and 2) the summative evaluation of ISWT. The former comprises a survey of learning styles and learner corpus analysis which have both fed into the development of ISWT. The latter is addressed in a quantitative study with elements of both within-sample and comparison design. Due to the interdisciplinary nature of the examined phenomenon, the paper establishes links to previous and concurrent research in the fields of second language acquisition and ICALL (intelligent computer assisted language learning), while relying on a variety of theories and approaches to address a specific educational problem. The comprehensive coverage of the development process takes precedence over the fine detail of individual development stages.

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

Authoring a Thermodynamics Cycle Tutor Using GIFT

The main idea of generalized intelligent tutoring system (ITS) development tools like Generalized Intelligent Framework for Tutoring (GIFT) is to provide authors with high-level standards and a readily reusable structure within different domains. Hence, adapting such a tool could be the best way to boost an underdeveloped tutor. In this paper we propose the design for a new GIFTbased tutor for ...

متن کامل

CIRCSIM-Tutor: An Intelligent Tutoring System Using Natural Language Dialogue

CIRCSlM-Tutor version 2, a dialogne-based intelligent tutoring system (ITS), is nearly five years old. It conducts a conversation with a student to help the student learn to solve a class of problems in cardiovascular physiology dealing with the regulation of blood pressure. It uses natural language for both input and output, and can handle a variety of syntactic constructions and lexical items...

متن کامل

Internal Usability Testing of Automated Essay Feedback in an Intelligent Writing Tutor

Research on automated essay scoring (AES) indicates that computer-generated essay ratings are comparable to human ratings. However, despite investigations into the accuracy and reliability of AES scores, less attention has been paid to the feedback delivered to the students. This paper presents a method developers can use to quickly evaluate the usability of an automated feedback system prior t...

متن کامل

Enhancing an Automated Braille Writing Tutor

The reported work advances the state-of-the-art in assistive technology for the blind by enhancing a low-cost automated tutor designed to teach braille writing skills to visually impaired children using voice feedback. We first provide some background on how the methodology of Intelligent Tutoring Systems correlates to an automated tutor for teaching braille writing skills. We then build on pri...

متن کامل

Carnegie Learning's Cognitive Tutor

Carnegie Learning, developers of the widely deployed Cognitive Tutor, has been working on several new adaptive learning products. In addition to demoing the Cognitive Tutor, an educationally effective intelligent tutoring system for mathematics that has been the subject of a great deal of educational and educational data mining research, we demo two iPad apps, an equation solving app that recog...

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:
  • I. J. Artificial Intelligence in Education

دوره 22  شماره 

صفحات  -

تاریخ انتشار 2013