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2
其它(请具体注明)
Other(Pleasespecify)
先修课程、其它学习要求
Pre-requisites or Other
Academic Requirements
后续课程、其它学习规划
Courses for which this course
is a pre-requisite
其它要求修读本课程的学系
Cross-listing Dept.
This course aims to demystify the writing process of scientific writing and introduce the fundamentals of effective
scientific writing. The course will be presented in three parts: part (1) teaches students the fundamentals of scientific
writing, part (2) teaches students how to write different parts of a scientific manuscript, and part (3) teaches students
how to improve scientific manuscripts. Instructions will focus on the process of writing. In this course, participants will
also learn how to analyse and summarize and be taken through the preparation of an actual scientific manuscript.
Students taking this course will be asked to complete some short writing and produce a scientific paper.
By the end of the course, students will be able to:
Know the fundamentals of good scientific writing by analysing published articles
Analyse, review and summarize scientific papers effectively
Enhance their revision skills and write stronger paragraphs with improved logic and organization
Present data effectively and write text that complements a table or figure
Develop effective self-editing strategies to improve their manuscripts and provide feedback to peers
Produce a complete scientific manuscript that conforms to the rules and format in a specific discipline
课程内容及教学日历 (如授课语言以英文为主,则课程内容介绍可以用英文;如团队教学或模块教学,教学日历须注明
主讲人)
Course Contents (in Parts/Chapters/Sections/Weeks. Please notify name of instructor for course section(s), if
this is a team teaching or module course.)