Technology and Innovation Commons^™

Improving Credit Card Fraud Detection Using Transfer Learning And Data Resampling Techniques, Charmaine Eunice Mena Vinarta

Electronic Theses, Projects, and Dissertations

This Culminating Experience Project explores the use of machine learning algorithms to detect credit card fraud. The research questions are: Q1. What cross-domain techniques developed in other domains can be effectively adapted and applied to mitigate or eliminate credit card fraud, and how do these techniques compare in terms of fraud detection accuracy and efficiency? Q2. To what extent do synthetic data generation methods effectively mitigate the challenges posed by imbalanced datasets in credit card fraud detection, and how do these methods impact classification performance? Q3. To what extent can the combination of transfer learning and innovative data resampling techniques …

The Rise Of Multi-Homing In Asia's Ride-Hailing Industry, Hai Wang

Asian Management Insights

Getting it right secures environmental and economic wins for the present and future.

Realizing Innovation And Sustainability: A Case Study Of Macau Sar’S Smart City Development Capabilities, Yujia He, Felix Ter Chian Tan, Carmen Leong, Jingbo Huang, Don Rodney Junio

Patterson School of Diplomacy and International Commerce Faculty Publications

The emergence of digital technologies has transformed organizational innovation with important implications for a city, its economy and policymaking. Despite this, research on how capabilities underpin innovation through smart city initiatives is still lacking. To address this gap, we conduct an empirical investigation of smart city initiatives in Macau, a former Portuguese colony and now special administrative region (SAR) of China. The case study adopts a qualitative approach, using data collected through fieldwork observations and in-depth interviews with stakeholders, and analysis of secondary documents. The study develops a stage-based assessment of innovation capabilities related to the use of technologies in …

What Innovation Means For The Philippines, Felipe Jesus

Angelo King Institute for Economic and Business Studies (AKI)

The administration argues that the future of the nation is “innovation,” as this is the catalyst to sustaining growth. On paper, this certainly looks like a very defensible strategy. The Philippine Development Plan (PDP) 2023–2028’s Chapter 8: Advance Research and Development, Technology, and Innovation, lays out strategies, programs, and legislative priorities to be pursued to promote innovation among industries and identifies metrics to measure the country’s progress in harnessing research and development, technology, and innovation.

Scaling Digital Solutions For Wicked Problems: Ecosystem Versatility, Katherine Tatarinov, Tina Ambos, Feichin Ted Tschang

Research Collection Lee Kong Chian School Of Business

Digital solutions are increasingly used to address ‘‘wicked problems’’ that are locally embedded but require global approaches. Scaling these solutions internationally is imperative for their success, but to date we know little about this process. Using a qualitative case study methodology, our paper analyzes how four digital solutions driven by the United Nations are built and how they scale internationally. These solutions address wicked problems through artificial intelligence, blockchain, and geospatial mapping, and are embedded in networks of partners which evolve during scaling to create unique ecosystem roles and configurations. We identify different ecosystem roles and find that the specific …

Utilizing New Technologies To Measure Therapy Effectiveness For Mental And Physical Health, Jonathan Ossie

Dissertations

Mental health is quickly becoming a major policy concern, with recent data reporting increasing and disproportionately worse mental health outcomes, including anxiety, depression, increased substance abuse, and elevated suicidal ideation. One specific population that is especially high risk for these issues is the military community because military conflict, deployment stressors, and combat exposure contribute to the risk of mental health problems.

Although several pharmacological approaches have been employed to combat this epidemic, their efficacy is mixed at best, which has led to novel nonpharmacological approaches. One such approach is Operation Surf, a nonprofit that provides nature-based programs advocating the restorative …

The Evolution Of 5g: Delineating The Impact And Limitations Across Transportation, Education, Healthcare, Agriculture, And Manufacturing, Thomas Bailey

Information Systems Undergraduate Honors Theses

A world previously only thought possible in science fiction is about to become a reality. A world where doctors can operate on patients thousands of miles away. A world where students can experience ancient cities and distant galalike they are physically there. A world of fully self-driving cars. A world where every step of the supply chain is automated. A world where factories have a handful of employees overseeing robots handling the entire manufacturing process. A world of fully autonomous farms, where one farmer can manage an entire farm from seed to harvest from their smartphone. The development, implementation, and …

Nexus, A Software As A Service Business Plan, David Ator

Finance Undergraduate Honors Theses

Nexus is a Software as a Service company, focused on offering a more cohesive technology experience for businesses. Typically integration is an afterthought, leaving sensitive or strategically valuable data siloed and underutilized. Nexus plans to change that by integrating everything into a central database.

Digital Literacy Among Older Adults In Singapore, Mindy Eiko Tadai, Micah Tan

ROSA Research Briefs

Singapore stands as the fourth most digitally competitive country, after Denmark, USA, and Sweden, in the latest edition of the IMD World Digital Competitiveness Ranking (IMD World Competitiveness Center, 2022). This global ranking measures the capacities of 63 nations to adopt and explore digitally transformative practices across government, industry, and wider society. Among households in Singapore, an astounding 99% have Internet access and 92% have computer access (Infocomm Media Development Authority, 2023). Even within the eldest surveyed cohort, proportions of smartphone usage have risen from 28% in 2017 to 48% in 2021 among resident Singaporeans aged 75 and above, and …

The Rapid Increase Of Ransomware Attacks Over The 21st Century And Mitigation Strategies To Prevent Them From Arising, Sanjay Jacob

Senior Honors Theses

Cyber-attacks have continued to become more common throughout the past century as more people are exposed to the Internet. Every year, various studies, reports, and scholarly research is done to emphasis the rapid increase of attacks. In this honors thesis, the student sought to gather further information about the rise of ransomware attacks, various cyber threats, discuss the psychological manipulation that exist, and provided the reader with an ethical complement of cyber-attacks. Additionally, case studies from previous research have been analyzed and mitigation strategies have been explained to provide the reader with practical application. This research emphasizes in on key …

Antitrust For Dominant Digital Platforms: An Alternative To The Monopoly Power Standard To Restore Competition, Jordan Ramsey

Senior Honors Theses

Antitrust law is meant to promote competition by prohibiting anticompetitive business practices such as mergers and acquisitions as well as exclusionary conduct. Judicial interpretation of antitrust law has allowed dominant digital platforms to undertake anticompetitive actions without prosecution. The Sherman Antitrust Act should be amended to remove the monopoly power standard that allows firms to engage in anticompetitive conduct as long as the conduct does not create or uphold monopoly power. The amendment would make anticompetitive conduct illegal regardless of monopoly power, as long as six proof requirements are met. This would result in lessened market concentration, which would benefit …

Digital To Phygital: An Analysis Of How A Better Collaboration Between Interior Designers And Mobile App Developers Could Improve The Future Of Retail, Hayden Wyrick

Interior Design Undergraduate Honors Theses

Interior designers and mobile app developers equally play a role in the design of omnichannel retailing spaces (either within the physical or digital realm) where retailers and consumers interact with each other; yet they hardly work in tandem. Omnichannel retailing creates a seamless experience for consumers when interacting with a retailer and allows them to purchase items in a cross-channel setting. Consumer expectations of retailers’ omnichannel approaches are increasing, and therefore this study investigates two of the most successful retailers, Walmart and Amazon, through a qualitative approach of case studies, interviews, and public observations. This study intended to explore the …

Technology Within Cultures: Segmenting The Wired Consumers In Canada, France, And The Usa, Maria Petrescu, Aidin Namin, Marie-Odile Richard

Publications

This paper uses a state-of-the-art quantitative modeling approach to latent class analysis to analyze American, Canadian, and French consumers’ perception of technology-based products and their cultural values. It identifies hidden segments of consumers based on technology adoption propensity, cosmopolitan characteristics, and identification with the global consumer culture. The study emphasizes the diversity and variability between and among countries regarding localism, globalism, cosmopolitanism, and the global consumer culture. The framework provides a new way to evaluate modern consumers and reflects the combination of national/regional cultural characteristics and global culture elements while highlighting the relevance of modern technologies and communication methods in …

Building A Society Of Trust: Innovation And The Future Of Youth Employment In Jordan, Pierre Cativiela

Independent Study Project (ISP) Collection

The word startup is perhaps an unlikely word that comes to mind when discussing shifting dynamics in the Middle East – this is rapidly changing. In the past two decades, Arab entrepreneurs have emerged from across the region as key players in the paradigm of national economic visions. Within these plans, innovation will become the epicenter for public-private partnerships. Such collaboration will contribute to tackling youth unemployment, the region’s most pressing contemporary problem, as well as diversifying local economies. The research delves into the complexities and history of entrepreneurship in Jordan as one of the region’s pioneering nations, examining the …

Artificial Intelligence For Marketers And Communicators, Garrison Feldman

Emerson Authors, Researchers, & Creators

This presentation explores different technologies within the artificial intelligence space for use by marketers and communicators. Technologies discussed include ChatGPT, DeepAI, Otter.ai, SurferSEO, Jasper, and Synthesia. The focus of this presentation is to go over the different technologies at a high level, and discuss possible use cases for professional marketers and communicators.

Regulatory Sandboxes Enable Pragmatic Blockchain Regulation, Joshua Durham

Washington Journal of Law, Technology & Arts

Since blockchain technology supports digitally-native money, the centralized chokepoints that governments have traditionally targeted to regulate commerce no longer apply to our (digital) property. However, competent regulation furthers basic public policy goals and should enable responsible innovation of this promising technology. This Article discusses pragmatic policies that enable responsible innovation by cultivating regulatory expertise required to write enforceable rules. Responsible innovation is necessary because unlike the early internet, where programmers could manipulate simple colors and text on webpages, these same individuals can now create financial services applications that manipulate actual money—we are faced with an inescapable reality that more is …

Ro Khanna, Dignity In A Digital Age: Making Tech Work For All Of Us (2022), James W. Gentry

Markets, Globalization & Development Review

No abstract provided.

Technology As A Change Agent For Social Work Supervision, Hermaya Onunwor

DSW Capstone Projects

The COVID-19 pandemic has had a critical impact on the social work profession, with social workers relying heavily on technology to deliver services. There have been concerns about the effectiveness of these evolved practices, and practitioners are questioning whether they are acceptable as emergency orders caused by the pandemic begin to lapse. To address these concerns, a systematic literature review was conducted to synthesize scholarly literature on the effectiveness of telesupervision in social work practice. This capstone project aims to provide valuable insights into the effectiveness of telesupervision in social work practice

When evaluating the training and development of social …

Development Of Sensing And Programming Activities For Engineering Technology Pathways Using A Virtual Arduino Simulation Platform, Murat Kuzlu, Vukica Jovanovic, Otilia Popescu, Salih Sarp

Engineering Technology Faculty Publications

The Arduino platform has long been an efficient tool in teaching electrical engineering technology, electrical engineering, and computer science concepts in schools and universities and introducing new learners to programming and microcontrollers. Numerous Arduino projects are widely available through the open-source community, and they can help students to have hands-on experience in building circuits and programming electronics with a wide variety of topics that can make learning electrical prototyping fun. The educational fields of electrical engineering and electrical engineering technology need continuous updating to keep up with the continuous evolution of the computer system. Although the traditional Arduino platform has …

An Analysis Of The Effectiveness Of Virtual Reality In Distance Learning, Rashana Weerasinghe

Honors Scholar Theses

This study focuses on the applicability of emerging technologies in education. To explore this, our research was conducted through an “Intro To Emerging Technology” course taught by the OPIM Department at the University of Connecticut. The class meets in two modalities: virtual reality environment and video-conferencing platform. Our research explores the learning outcomes produced by the different classroom environments, seeking to better understand the impact of virtual reality in distance learning. The purpose of this is to identify and predict how virtual reality will be integrated into a distance learning environment and understand if it can be used as a …

Insights On Factors Influencing Startup Failure In The Hospitality Industry, Shivangi Khurania

UNLV Theses, Dissertations, Professional Papers, and Capstones

Hospitality businesses and innovative startups have faced extremely high failure rates. The author provides insights on the factors that impact startup failure in the hospitality industry after performing a deep analysis on innovation frameworks such as the diffusion of innovation theory, the theory of disruptive innovation, and the ten types of innovation framework. Not only that, the author also provides insights based on their own personal experience and knowledge gained through education at the University of Las Vegas, Nevada. The research explored in this paper revealed that startup failure is not based on one factor alone and how leaders in …

Technology-Enabled Behavioral Health Integration Decreases Emergency Department Utilization, Adam Pardes, Rachelle Rene, Phansy Chun Chun, Mollie Cherson

Jefferson Hospital Staff Papers and Presentations

Background:

Behavioral health integration allows for patient-centered care, leads to higher levels of provider-patient engagement, and is key to improving patient outcomes. However, behavioral health integration is administratively burdensome and therefore is often not adopted. Technology presents opportunities to increase care team efficiency and improve patient outcomes. The goal of this study was to retrospectively compare clinical outcomes and emergency department utilization in patients using a technology platform compared to patients receiving treatment as usual.

Methods:

The technology platform, NeuroFlow, was deployed to deliver technology-enabled behavioral health integration in 30 clinics, and 598 electronic health records were analyzed.

Results:

In …

Artificial Intelligence And Human Employment, Singapore Management University

Perspectives@SMU

AI will replace humans in repetitive tasks. Greater value can be created when it augments and complements the jobs people do

New Technology And Desired Skills Of Early Career Accountants, Denise Jackson, Grant Michelson, Rahat Munir

Research outputs 2022 to 2026

Purpose: Technological advances have led to accounting roles shifting from transaction focussed tasks to using data generated by technology to inform stakeholder strategies, resulting in changing skill requirements. This study aims to investigate how early career accountants (ECAs) and organisations value different skills among ECAs, how technology is impacting on these skills and the preparedness of ECAs for future technological work in different organisational settings.

Design/methodology/approach: The research adopted a multi-stakeholder, mixed-method approach, surveying 315 ECAs and 175 managers/recruiters and interviewing 10 from each group. The sample drew from different industry sectors and organisation types in Australia, with all states …

Meeting All The Challenges: These Five Colby Alumnae Are Reshaping The World Of Business, Finance, And Technology With Their Liberal Arts Education, Kayla Voigt

Colby Magazine

Five high-achieving alumnae talk about their lives, careers, and Colby.

When Will Cryptocurrency’S Winter Come To An End?, Singapore Management University

Perspectives@SMU

With the price of Bitcoin and other cryptocurrencies dropping dramatically, what is in store for the digital asset market?

The Effect Of Technology And Regulation On The Co-Evolution Of Product And Industry Architecture, Nicholas Burton, Peter Galvin

Research outputs 2022 to 2026

This paper explores the co-evolution of product and industry architecture by drawing on a longitudinal study of the UK personal pensions industry between 2005 and 2020. It provides qualitative evidence for the way in which institutional structures, particularly regulation, entwine with firm strategic choices to shape the contours of an industry value chain (IVC). We draw upon modularity theory and the literature on industry architecture to consider how strategic bottlenecks emerged and how value shifted between layers of the IVC. Furthermore, we examine the interplay between the agendas of the regulator and firm strategic responses to unpack how firms (product …

Cryptocurrencies: Now What?, Wei Zhou, Fathurraman

Perspectives@SMU

New use cases could lead to wider adoption, but regulation and the transition to Web3 must be handled first

Regulating The Fintech Space, Jing Yang, Patrick Thng, Zhu Juntao, Kell Jay Lim

Perspectives@SMU

China gets to grips with fintech but still frowns upon cryptocurrencies. Regulation, blockchain technology, and central bank digital currencies will be under the spotlight amidst the crypto crash

Is The Crypto World Having Its Own 2008 Lehman Brothers Moment?, Eric Lim

Perspectives@SMU

Cryptocurrency markets have tumbled in recent times due to the age-old story of greed, arrogance and disregard for responsibility, writes UNSW Business School’s Eric Lim