Intelligent computer assisted blog writing system
Intelligent computer assisted blog writing system
复制标题
智能计算机辅助博客写作系统
DOI：
10.1016/j.eswa.2011.09.139
复制
发表时间：
2012
期刊：
影响因子：
--
通讯作者：
Bo
中科院分区：
文献类型：
--
作者：
Chien;Chia;Bo
本文设计并实现了一个智能化的计算机辅助博客写作系统。该系统包括概念扩展模块、文本生成模块和内容替换模块。概念扩展用于对用户提供的概念进行扩展，扩展后的概念可以为系统提供更多的语义信息。文本生成模型基于关键词生成模型和文本片段生成模型，从系统语料库中提取重要关键词作为模板的主干。同时，关键词之间的文本段将构成模板的内容，并基于统计分析从语料库中检索候选文本段。内容替换模块使用Google从Web上检索内容，并根据Term和POS标记的相似性对内容进行排名。该原型系统可以很好地应用于博客写作应用领域，本研究的思路可以很容易地扩展到其他领域。
In this paper, we designed and implemented an intelligent computer assisted blog writing system. The system includes concept expansion module, text generation module and content replacement module. The concept expansion is employed to expand the concept provided by the user and these expanded concepts can provide the system more semantic information. The text generation model is based on keyword generation model and text segment generation model of which the important keywords are extracted from system corpus to serve as the backbone of the template. Meanwhile, the text segments between keywords will make up the content of the template and candidate text segments are retrieved from the corpus based on statistical analysis. The content replacement module employs Google to retrieve content from the Web and ranks the content based on term and POS tagging similarities. The prototype system has shown that it could work well on blog writing application domain and the concept of this research could be extended to other domains easily.
影响因子：
22.7
作者：
MILLER, GA
通讯作者：
MILLER, GA
机器辅助英语写作原型系统
DOI：
--
发表时间：
2002
期刊：
International Conference on Information-2002, Series of Information & Management Sciences Vol.3
影响因子：
--
作者：
Minoru Nagayasu
通讯作者：
Minoru Nagayasu