A Service-Oriented Platform for Sentence Judgment.

碩士 === 元智大學 === 資訊管理學系 === 105 === This study aims to integrate a rule-based method, n-gram language model, convolutional neural network (CNN) and long-short term memory (LSTM) to create a service-oriented sentence judgment platform. This plateform is developed based on JAVA, JSP and HTML. The devel...

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Bibliographic Details
Main Authors: Ping Cheng, 程平
Other Authors: Liang-Chih Yu
Format: Others
Language:zh-TW
Published: 2017
Online Access:http://ndltd.ncl.edu.tw/handle/7bwsrn
Description
Summary:碩士 === 元智大學 === 資訊管理學系 === 105 === This study aims to integrate a rule-based method, n-gram language model, convolutional neural network (CNN) and long-short term memory (LSTM) to create a service-oriented sentence judgment platform. This plateform is developed based on JAVA, JSP and HTML. The development environment for Eclipse, messaging services Apache ActiveMQ, Apache Tomcat Web Server using the technology to build a web server. Language learners can use a web browser to check out the four language rules, and identify the correct syntax languages. This plateform provides online users an easy way to learn languages and thereby strengthen their language skills for both Chinese and English. The proposed plateform can be eaisly extended to accommodate other methods as a back-end service so that the online learners can improve their language from the newly added methods.