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The Effectiveness Of Using Python Programming Approach In Teaching Ffnancial Analytics, Clarence Goh, Yuanto Kusnadi, Gary Pan Dec 2022

The Effectiveness Of Using Python Programming Approach In Teaching Ffnancial Analytics, Clarence Goh, Yuanto Kusnadi, Gary Pan

Research Collection School Of Accountancy

This study presents a learning method and challenges regarding implementing a Python programming approach in teaching financial analytics to graduate accounting students. The advent of Big Data, as well as related applications and technologies, has significantly changed the process and practice of accounting. This has led to essential changes in the construction and teaching content of accounting education. While there have been several studies examining how data analytics is embedded in the accounting curriculum, the majority of the teaching cases in accounting focus on analysis and communication with Excel as the principal tool, with very few covering the necessary steps …


Gamified Online Industry Learning Platform For Teaching Of Foundational Computing Skills, Yi Meng Lau, Rafael Jose Barros Barrios, Gottipati Swapna, Kyong Jin Shim Dec 2022

Gamified Online Industry Learning Platform For Teaching Of Foundational Computing Skills, Yi Meng Lau, Rafael Jose Barros Barrios, Gottipati Swapna, Kyong Jin Shim

Research Collection School Of Computing and Information Systems

Online industry learning platforms are widely used by organizations for employee training and upskilling. Courses or lessons offered by these platforms can be generic or specific to an enterprise application. The increased demand of new hires to learn these platforms or who are already certified in some of these courses has led universities to look at the opportunities for integrating online industry learning platforms into their curricula. Universities hope to use these platforms to aid students in their learning of concepts and theories. At the same time, these platforms can equip students with industryrecognized certifications or digital badges. This paper …


A Recommendation On How To Teach K-Means In Introductory Analytics Courses, Manoj Thulasidas Dec 2022

A Recommendation On How To Teach K-Means In Introductory Analytics Courses, Manoj Thulasidas

Research Collection School Of Computing and Information Systems

We teach K-Means clustering in introductory data analytics courses because it is one of the simplest and most widely used unsupervised machine learning algorithms. However, one drawback of this algorithm is that it does not offer a clear method to determine the appropriate number of clusters; it does not have a built-in mechanism for K selection. What is usually taught as the solution for the K Selection problem is the so-called elbow method, where we look at the incremental changes in some quality metric (usually, the sum of squared errors, SSE), trying to find a sudden change. In addition to …


Smu Appoints Communication And Technology Professor Lim Sun Sun As Inaugural Vice President, Partnerships And Engagement, Singapore Management University Nov 2022

Smu Appoints Communication And Technology Professor Lim Sun Sun As Inaugural Vice President, Partnerships And Engagement, Singapore Management University

SMU Press Releases

The Singapore Management University (SMU) is pleased to announce the appointment of Professor Lim Sun Sun (林珊珊 教授) as Vice President, Partnerships and Engagement with effect from 1 December 2022. As Vice President, Partnerships & Engagement (合作与交流总监), Prof Lim will lead teams to deliver SMU’s strategy to be an Engaged City University, primarily in the areas of industry partnership; innovation and entrepreneurship; and international partnerships, within the University’s larger strategic plans. Her team will also support the University’s ambition to distinguish its education and research by enabling strong external partnerships with the private and public sectors, and with academic and …


Wee Kim Wee Centre Celebrates 20 Years Of Making Meaningful Impact, Singapore Management University Nov 2022

Wee Kim Wee Centre Celebrates 20 Years Of Making Meaningful Impact, Singapore Management University

SMU Press Releases

The Wee Kim Wee Centre is celebrating its 20th anniversary with the opening of the new Wee Kim Wee Room housed at Singapore Management University and the launch of the Wee Kim Wee Heritage Fund.


Making Virtual Project-Based Learning Work During The Covid-19 Pandemic, Yuanto Kusnadi, Gary Pan, Shankararaman, Venky Oct 2022

Making Virtual Project-Based Learning Work During The Covid-19 Pandemic, Yuanto Kusnadi, Gary Pan, Shankararaman, Venky

Research Collection School Of Accountancy

Project-based learning is an increasingly popular pedagogical approach in university education shown to be effective in fostering problem-solving, analytical, design thinking and teamwork skills. The COVID-19 pandemic has led to universities pivoting from project-based learning (PBL) in the classroom to a virtual learning environment. By examining local student consulting courses conducted virtually in a Singapore University (UNIS) during the COVID-19 pandemic, this study aims to address the knowledge gap in the PBL literature by identifying the roles played by digital literacy - in utilising the digital tools that support virtual learning, in a virtual learning environment. The study also serves …


Smu Launches Analytics And Cloud Technology Work-Study Programme With Google And Kpmg, Singapore Management University Oct 2022

Smu Launches Analytics And Cloud Technology Work-Study Programme With Google And Kpmg, Singapore Management University

SMU Press Releases

The Singapore Management University’s (SMU) School of Computing and Information Systems (SCIS) has launched a new SMU-KPMG Analytics and Cloud Technology Work Study Programme in partnership with Google. Students enrolled in this programme will acquire a Google Career Certificate via a scholarship before embarking on a six-month extended internship with KPMG.


Smu Adds Another Sustainable Building To Its City Campus, Singapore Management University Oct 2022

Smu Adds Another Sustainable Building To Its City Campus, Singapore Management University

SMU Press Releases

Singapore Management University (SMU) today officially launched a new seven-storey multi-use building that adds over 12,700 square metres of teaching, learning, research and faculty space to its footprint. The ceremony was officiated by Guest-of-Honour Mr Heng Swee Keat, Deputy Prime Minister and Coordinating Minister for Economic Policies, in the presence of 250 guests and SMU faculty, staff, students and alumni.


Smu Climbs 14 Spots In The Financial Times Masters In Management Global Ranking, Singapore Management University Sep 2022

Smu Climbs 14 Spots In The Financial Times Masters In Management Global Ranking, Singapore Management University

SMU Press Releases

Singapore Management University’s (SMU) Lee Kong Chian School of Business (LKCSB) has been ranked 69th place in the Financial Times’ (FT) 2022 global ranking of Masters in Management (MiM) programmes, advancing 14 spots from 83rd place in the 2021 ranking. SMU also holds the eighth spot among Asian universities in the closely watched annual global ranking.


Experiential Learning: The Case Of Training Mba Students In An Asian School, Chiyachantana N. Chiraphol, Kuan Yong David Ding, Jack Jiajun Hong Sep 2022

Experiential Learning: The Case Of Training Mba Students In An Asian School, Chiyachantana N. Chiraphol, Kuan Yong David Ding, Jack Jiajun Hong

Research Collection Lee Kong Chian School Of Business

Consulting for a startup company is an effective way for Master of Business Administration (MBA) students to learn about management consulting, and the ways and means of a startup company. This paper discusses the experience of an MBA startup project within the context of a core corporate finance course. The project requires the active engagement of several groups of stakeholders—MBA students, the university’s entrepreneurship incubator, a selection of startup companies, and the project’s academic collaborators. In line with the literature, we find that entrepreneurship education through student-startup collaboration contributes to the students’ entrepreneurial learning, and that the offering of an …


Tolaram Contributes $600,000 To Support Innovation And Entrepreneurship At Smu, Singapore Management University Aug 2022

Tolaram Contributes $600,000 To Support Innovation And Entrepreneurship At Smu, Singapore Management University

SMU Press Releases

Tolaram, a Singapore conglomerate with businesses in consumer goods, fintech, infrastructure and industrials, has established the Tolaram Innovation and Entrepreneurship Fund at the Singapore Management University (SMU) with a term contribution of S$600,000.


Smu Founding Chairman Ho Kwon Ping To Step Down After 25 Years Of Distinguished Leadership, Singapore Management University Aug 2022

Smu Founding Chairman Ho Kwon Ping To Step Down After 25 Years Of Distinguished Leadership, Singapore Management University

SMU Press Releases

Mr Ho Kwon Ping (何光平), Chairman of the Singapore Management University (SMU) Board of Trustees (BOT), will step down on 11 January 2023 after an illustrious 25 years of distinguished leadership. Mr Piyush Gupta (高博德), currently a member of the SMU BOT, will succeed Mr Ho as the new Chairman of SMU from 12 January 2023.


A Zero-Based Cultural Perspective On Dealing With The Hybrid Reality Of Teaching In Business Schools, Susan Fournier, Howard Thomas Jul 2022

A Zero-Based Cultural Perspective On Dealing With The Hybrid Reality Of Teaching In Business Schools, Susan Fournier, Howard Thomas

Research Collection Lee Kong Chian School Of Business

Susan Fournier and Howard Thomas explore a new business school future, question existing approaches and identify and examine five core issues.


Uncovering Inclusivity Gaps In Design Pedagogy Through The Digital Design Marginalization Framework, Jaisie Sin, Cosmin Munteanu, Michael Nixon, Velian Pandeliev, Garreth W. Tigwell, Kristen Shinohara, Anthony Tang, Steve Szigeti Jul 2022

Uncovering Inclusivity Gaps In Design Pedagogy Through The Digital Design Marginalization Framework, Jaisie Sin, Cosmin Munteanu, Michael Nixon, Velian Pandeliev, Garreth W. Tigwell, Kristen Shinohara, Anthony Tang, Steve Szigeti

Research Collection School Of Computing and Information Systems

Designers play a key role in the design of inclusive and socially conscious interfaces. Thus, it is imperative for designers to be thoughtful of the ethical and social implications of design. However, gaps in the foundational training that designers receive (e.g., as university students) can negatively impact their ability to consider the social implications of their design practice. This can result in consequences such as digital marginalization, which, as defined by the Digital Design Marginalization (DDM) framework, is the “pushing away”, whether intentional or not, of a defined group of users from a digital or online service or system, where …


Universities In And Beyond A Pandemic, Lily Kong, Sovan Patra Jul 2022

Universities In And Beyond A Pandemic, Lily Kong, Sovan Patra

Research Collection School of Social Sciences

The impact of the COVID pandemic, and concomitant public health interventions, on university operations and finances is unprecedented in its scope and scale. This chapter provides, firstly, a panorama of the challenges of tertiary teaching and learning in a socially distanced world as well as of the fiscal impact of the pandemic on universities. Secondly, it is an experience-informed personal reflection on the lessons that university instructors, researchers, and leaders can learn from the events of the past year to be more effective in sub-optimal environments, both as individuals and as members of the larger society. Finally, it presents an …


Smu Lee Kong Chian School Of Business Ranks Among The Top In The Financial Times Masters In Finance Rankings 2022, Singapore Management University Jun 2022

Smu Lee Kong Chian School Of Business Ranks Among The Top In The Financial Times Masters In Finance Rankings 2022, Singapore Management University

SMU Press Releases

The Singapore Management University’s (SMU) Lee Kong Chian School of Business’ (LKCSB) placed 1st in Asia and 3rd globally in the latest Financial Times’ (FT) ranking of programmes for post-experience programmes, with its Master of Science in Wealth Management (MWM) programme. Another ranking of the world’s best pre-experience degrees by FT placed SMU LKCSB’s Master of Science in Applied Finance (MAF) programme firmly within Top 50 at 40th place, and 5th in Asia. Significantly, both programmes excelled in the indicators of ‘Employed at 3 months’ and ‘Salary percentage increase’, testament to the University’s commitment towards enhancing the employability of its …


Equinix Addresses Green Talent Gap In Singapore With S$160,000 Pledge Towards Sustainability Scholarships At Nus And Smu, Singapore Management University Jun 2022

Equinix Addresses Green Talent Gap In Singapore With S$160,000 Pledge Towards Sustainability Scholarships At Nus And Smu, Singapore Management University

SMU Press Releases

Since the launch of the Singapore Green Plan, the nation’s journey to becoming a low-carbon economy is moving forward with a deepening of workforce capabilities. According to LinkedIn, Asia-Pacific has seen 30% growth in hiring for green jobs — defined as jobs that cannot be done without sustainability skills — between 2016 and 2021.[1] Aiming to reduce the talent skills gap as sustainability becomes entrenched into regulation and public awareness, Equinix, Inc. (Nasdaq: EQIX), the world's digital infrastructure company™, today announced that it has pledged S$160,000 towards sustainability focused scholarships for programs administered by the National University of Singapore (NUS) …


Smu Takes Individualised Learning To The Next Level With The Launch Of Its College Of Integrative Studies5, Singapore Management University May 2022

Smu Takes Individualised Learning To The Next Level With The Launch Of Its College Of Integrative Studies5, Singapore Management University

SMU Press Releases

Singapore Management University (SMU) today announced the formation of the College of Integrative Studies (CIS). First of its kind in Singapore, the CIS will take individualised learning to the next level and is a strategic element of the University’s Vision 2025 of growing impact and transforming education. The CIS will serve as an incubator of interdisciplinary learning where future graduates will be equipped to look beyond the boundaries of a single discipline, enabling them to make a bold pivot to the new realities of an ever-changing world.


Itss: Interactive Web-Based Authoring And Playback Integrated Environment For Programming Tutorials, Eng Lieh Ouh, Benjamin Gan, David Lo May 2022

Itss: Interactive Web-Based Authoring And Playback Integrated Environment For Programming Tutorials, Eng Lieh Ouh, Benjamin Gan, David Lo

Research Collection School Of Computing and Information Systems

Video-based programming tutorials are a popular form of tutorial used by authors to guide learners to code. Still, the interactivity of these videos is limited primarily to control video flow. There are existing works with increased interactivity that are shown to improve the learning experience. Still, these solutions require setting up a custom recording environment and are not well-integrated with the playback environment. This paper describes our integrated ITSS environment and evaluates the ease of authoring and playback of our interactive programming tutorials. Our environment is designed to run within the browser sandbox and is less intrusive to record interactivity …


Smu And Synagie Partner To Upskill And Plug Skill Gaps In Southeast Asia's Ecommerce And Tech Workforce, Singapore Management University May 2022

Smu And Synagie Partner To Upskill And Plug Skill Gaps In Southeast Asia's Ecommerce And Tech Workforce, Singapore Management University

SMU Press Releases

Leading digital commerce enabler in Southeast Asia, Synagie, and Singapore Management University (SMU) signed a Memorandum of Understanding (MoU) today to co-develop continuing education and training programmes. The programmes are specially designed to address the specific talent and skills shortages faced by the technology and eCommerce sector in Singapore and Southeast Asia, with the aim of upskilling over 3,000 sector professionals by 2025.


Smu Announces New Dean For Yong Pung How School Of Law, Singapore Management University May 2022

Smu Announces New Dean For Yong Pung How School Of Law, Singapore Management University

SMU Press Releases

The Singapore Management University (SMU) announced today that it has appointed Professor Lee Pey Woan ( 李佩婉 ) as the new Dean of the SMU Yong Pung How School of Law (YPHSL), following an extensive and rigorous global search that started in August 2021.


Hci Education And Ux Practice: Highlights From Singapore, Tamas Makany, Dharani Perera-Schulz May 2022

Hci Education And Ux Practice: Highlights From Singapore, Tamas Makany, Dharani Perera-Schulz

Research Collection Lee Kong Chian School Of Business

This position paper highlights trends in education, practice, and support of HCI/UX in Singapore, a small city-state island in Southeast Asia. The paper was prepared for the 2022 Southeast Asia Computer-Human Interaction (SEACHI'22) virtual workshop on Apr 14, 2022, as part of the ACM CHI Conference on Human Factors in Computing Systems (CHI'22) international conference.


Lim Hoon Foundation Establishes $3 Million Scholarship At Smu, Singapore Management University Apr 2022

Lim Hoon Foundation Establishes $3 Million Scholarship At Smu, Singapore Management University

SMU Press Releases

Lim Hoon Foundation (LHF), a private charitable trust of the JL Family Office (JLFO), has made an endowed contribution of $3 million to establish the JLFO-LHF Scholarship (the Scholarship) at the Singapore Management University (SMU). The bond-free Scholarship aims to support undergraduates with demonstrated financial needs to achieve academic excellence and to recognise them for their accomplishments in student life and towards community outreach.


New Smu-A*Star Joint Lab In Social & Human-Centred Computing, Singapore Management University Apr 2022

New Smu-A*Star Joint Lab In Social & Human-Centred Computing, Singapore Management University

SMU Press Releases

S$10 million joint lab integrates technology and social sciences for research outcomes that support and enhance lives in Singapore.


Smu Launches Its First Skillsfuture Work-Study Degree To Meet Demand For Software Engineers, Singapore Management University Mar 2022

Smu Launches Its First Skillsfuture Work-Study Degree To Meet Demand For Software Engineers, Singapore Management University

SMU Press Releases

The School of Computing and Information Systems (SCIS) at the Singapore Management University will, from Academic Year 2022-2023 (which begins in August 2022), offer the University’s first work-study degree in software engineering to train a pipeline of talent with the necessary knowledge and skills to meet the demand for such talent.


Does The Dna Of Business Schools Need To Change?, Arnoud Cyriel Leo De Meyer Mar 2022

Does The Dna Of Business Schools Need To Change?, Arnoud Cyriel Leo De Meyer

Research Collection Lee Kong Chian School Of Business

The causes, effects and consequences concern corporate governance and organisational management as much as political conflict, environmental sustainability and foreign diplomacy. In Business Schools on an Innovation Mission, a report released by the Association to Advance Collegiate Schools of Business in May 2010, management and leadership were clearly positioned, side-by-side with science and technology, as vital components to the innovation value chain. The business world exists as an eco-system of business, government, NGOs and non-profits, each interlocking. To be truly a "School for Business" it is also important to build strong relationships and strategic partnerships with the business world. In …


Smu School Of Accountancy Ranked First In The World By Byu Accounting Research Rankings (2021), Singapore Management University Feb 2022

Smu School Of Accountancy Ranked First In The World By Byu Accounting Research Rankings (2021), Singapore Management University

SMU Press Releases

The school takes top spot worldwide in three categories - Citation Rankings, Archival Research (All Topics) and Archival Research (Financial Accounting).


Developing Talent Through Work-Integrated Learning, Poh Sun Seow, Gary Pan Jan 2022

Developing Talent Through Work-Integrated Learning, Poh Sun Seow, Gary Pan

Research Collection School Of Accountancy

No abstract provided.


Smu Professor David Chan Becomes First Singaporean And First Asian To Receive The Prestigious Raymond Katzell Award, Singapore Management University Jan 2022

Smu Professor David Chan Becomes First Singaporean And First Asian To Receive The Prestigious Raymond Katzell Award, Singapore Management University

SMU Press Releases

The Society for Industrial and Organizational Psychology (SIOP) has conferred the prestigious Raymond Katzell Award to Professor David Chan (陈振中教授), Director of the Behavioural Sciences Initiative (行为科学研究院长) and Professor of Psychology of the Singapore Management University (SMU) (新加坡管理大学) for his outstanding contributions in using scientific research to address social issues and make a difference to people and society. Professor Chan, who makes history for being both the first Singaporean and the first Asian to receive this top award, will receive the award and deliver his keynote address at the Annual SIOP conference to be held this April in the United …


Smu Welcomes Three New Members To Its Board Of Trustees In January 2022, Singapore Management University Jan 2022

Smu Welcomes Three New Members To Its Board Of Trustees In January 2022, Singapore Management University

SMU Press Releases

The Singapore Management University is pleased to announce that we have appointed three new members to its Board of Trustees with effect from 12 January 2022. Their appointment will be for an initial term of three years. The three are: (i) Mr Piyush Gupta (Group CEO, DBS Bank); (ii) Ms Deborah Ho (Country Head, Singapore/Regional Head, South East Asia, Blackrock); and (iii) Ms Melissa Khoo (Deputy Secretary (Higher Education and Skills), MOE).