Automatic Book Generation by using ICT Job-Skills and Computing Curricula

A. Ochirbat, Timothy K. Shih, Chalothon Chootong, Worapot Sommool, W. Gunarathne
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Abstract

With the growing new technologies and a vast variety of different jobs available to students, it is not possible to educate students with all necessary skills that they will need for different potential jobs. However, a gap between student skills and industry expectations is needed to decrease. In order to help senior students for discovering skills which are required to their intended jobs in ICT industry and improving their missing skills, we generate and provide wiki-based books based on their intended job-skills. We use two datasets, ICT jobs in labor market and ACM Computer Science 2013 (CS2013) guideline. Skills are extracted from job descriptions and keywords are extracted from knowledge units of CS2013, then those are mapped into each other. Finally, wiki-contents are extracted by using the keywords and wiki-books are generated. We discuss preliminary results and demonstrate the proposed system.
利用信息通信技术自动生成图书工作技能和计算机课程
随着新技术的不断发展和各种不同的工作可供学生选择,不可能教育学生所有必要的技能,他们将需要不同的潜在工作。然而,学生技能与行业期望之间的差距需要缩小。为了帮助高年级学生发现他们在信息通信技术行业中所需要的技能,并改善他们所缺乏的技能,我们根据他们的预期工作技能制作和提供基于维基的书籍。我们使用了两个数据集,劳动力市场中的ICT工作和ACM计算机科学2013 (CS2013)指南。从CS2013的职位描述中提取技能,从知识单元中提取关键词,然后将它们相互映射。最后,利用关键词提取维基内容,生成维基图书。我们讨论了初步结果,并演示了所提出的系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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