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Liu Guangyuan, Manas Vegi, Sha Long, Vuong Hoang Longįinal Year Project/UROP students 6 (Aug 2022-Apr 2023) Truong Ngoc Khanh, John Kevin Tjahjadi, Gabriella Michelle, Muhammad Rais Fathin Mudzakirįinal Year Project/UROP students 5 (Aug 2021-Dec 2022) Jonathan Irvin Gunawan, Nathan Azaria, Ian Leow Tze Wei, Nguyen Viet Dung, Nguyen Khac Tung, Steven Kester Yuwono, Cao Shengze, Mohan Jishnuįinal Year Project/UROP students 3 (Jun 2014-Apr 2015)įinal Year Project/UROP students 4 (Jun 2016-Dec 2017) Undergraduate Student Researchers 2 (May 2014-Jul 2014) Phan Thi Quynh Trang, Peter Phandi, Albert Millardo Tjindradinata, Nguyen Hoang Duyįinal Year Project/UROP students 2 (Jun 2013-Apr 2014) Undergraduate Student Researchers 1 (Jul 2011-Apr 2012)įinal Year Project/UROP students 1 (Jul 2012-Dec 2013)

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Project Leader & Advisor (Jul 2011-present)ĭr Steven Halim, Senior Lecturer, School of Computing (SoC), National University of Singapore (NUS)ĭr Felix Halim, Senior Software Engineer, Google (Mountain View) Currently, we have also written public notes about VisuAlgo in various languages: id, We have translated VisuAlgo pages into three main languages: English, Chinese, and Indonesian. We will soon add the remaining 12 visualization modules so that every visualization module in VisuAlgo have online quiz component. The training mode currently contains questions for 12 visualization modules. By setting a small (but non-zero) weightage on passing the online quiz, a CS instructor can (significantly) increase his/her students mastery on these basic questions as the students have virtually infinite number of training questions that can be verified instantly before they take the online quiz.

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This online quiz system, when it is adopted by more CS instructors worldwide, should technically eliminate manual basic data structure and algorithm questions from typical Computer Science examinations in many Universities. The questions are randomly generated via some rules and students' answers are instantly and automatically graded upon submission to our grading server.

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The most exciting development is the automated question generator and verifier (the online quiz system) that allows students to test their knowledge of basic data structures and algorithms. VisuAlgo is an ongoing project and more complex visualizations are still being developed. However, we are currently experimenting with a mobile (lite) version of VisuAlgo to be ready by April 2022. The minimum screen resolution for a respectable user experience is 1024x768 and only the landing page is relatively mobile-friendly. VisuAlgo is not designed to work well on small touch screens (e.g., smartphones) from the outset due to the need to cater for many complex algorithm visualizations that require lots of pixels and click-and-drag gestures for interaction.

Though specifically designed for National University of Singapore (NUS) students taking various data structure and algorithm classes (e.g., CS1010/equivalent, CS2040/equivalent, CS3230, CS3233, and CS4234), as advocators of online learning, we hope that curious minds around the world will find these visualizations useful too. Today, a few of these advanced algorithms visualization/animation can only be found in VisuAlgo. VisuAlgo contains many advanced algorithms that are discussed in Dr Steven Halim's book ('Competitive Programming', co-authored with his brother Dr Felix Halim and his friend Dr Suhendry Effendy) and beyond. VisuAlgo was conceptualised in 2011 by Dr Steven Halim as a tool to help his students better understand data structures and algorithms, by allowing them to learn the basics on their own and at their own pace.

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