Digital Commons Network^™

Unlocking The Potential Of Ethiopia’S Apiculture Sector: A Diagnostic And Baseline Study, International Centre Of Insect Physiology And Ecology (Icipe)

icipe Manuals

icipe, ORDA Ethiopia and IIRR jointly implement Mass Youth Employment in Apiculture (MaYEA) Program in partnership with the Mastercard Foundation. The program aims to enable 1 million young women secure dignified and fulfilling jobs by addressing key constraints and unlock the apiculture sector’s and allied value chains employment generation potential building on experiences from previous programs such as the More Young Entrepreneurs in Silk and Honey (MOYESH) Program. MaYEA program aims to enhance honey and beeswax production, improve quality standards, promote value addition, and create an enabling environment for youth engagement in the sector. To guide this effort, this study …

Discontent In The World City Of Singapore, Gordon Tan, Jessie P. H. Poon, Orlando Woods

Research Collection College of Integrative Studies

A burgeoning literature on ‘left behind’ places has emerged that captures the backlash against globalisation and highlights the locales that lag world cities. This paper integrates the ‘left behind’ and world cities literatures through the lens of discontent in the context of Singapore, using sentiment analysis and topic modelling as well as interviews with local professionals to unpack the multidimensional aspects of discontent. Focusing on the Singapore–India Comprehensive Economic Cooperation Agreement that spurred discontent directed at foreign Indian professionals, we show that the worlding generated by transnational flows has accentuated intra-urban inequality through racialisation and spatialisation of financial business and …

China's Global Leadership Aspirations And Domestic Support For Climate Policy, Chen Xiang, Terry Van Gevelt

Research Collection College of Integrative Studies

In recent years, China has pivoted towards a global leadership role in mitigating and adapting to climate change. Notwithstanding the complex political economic reasons underlying China's global leadership aspirations, we are interested in seeing whether the associated national discourse championed by the state increases domestic support for climate policy. That is, do China's international leadership aspirations foster a unifying sense of national pride among the domestic population, thereby lending support to the legitimacy of the state and expediting the implementation of costly domestic climate policies? To test our hypothesis, we enumerated a vignette experiment embedded with conjoint analysis to a …

Book Review: The Malayan Emergency: Revolution And Counterinsurgency At The End Of Empire By Karl Hack, Wen-Qing Ngoei

Research Collection College of Integrative Studies

This book review critiques the scholarly contributions of historian Karl Hack's new book on the Malayan Emergency.

An Eye-Tracking Study Of Gaze Guidance And Visual Integration Effects On Attention, Learning, And Instructor Social Presence, Sonny Rosenthal, John Komar, Vanessa Simin Ho

Research Collection College of Integrative Studies

This study used the gaze-cueing effect and split-attention principle to study the impact of gaze guidance and lecture recording format on attention, knowledge retention and instructor social presence. The authors analysed data from 250 participants in a mixed factorial experiment with eye-tracking, self-reported instructor social presence and a delayed knowledge measure as dependent variables. Results showed that when the instructor looked at the slide content, participants spent more time looking at it (η2p = 0.044), but instructor social presence decreased (η2p = .040). The strongest decrease occurred when the content and instructor’s image were separated in a picture-in-picture video (η2p …

Mapping The End Of Coal: How Policy Strength, Ownership, Finance Shape Global Plant Retirements, Jiwon Kim, Theodor Florian Cojoianu, Theodor F. Cojoianu, Maretno Agus Harjoto, Dariusz Wojcik

Research Collection College of Integrative Studies

This study examines how national environmental performance, institutional investor divestment from fossil fuels, investment in renewable energy, and ownership type influence the global phase-out of coal power plants, and whether these effects are constrained by geographical boundaries. Using data on coal plant retirements across 90 countries, we test whether domestic and cross-border factors shape the timing and likelihood of asset closure. We find that companies headquartered in countries with stronger environmental performance are more likely to retire domestic but not foreign plants. While institutional investors divestment is often assumed to exert cross-border influence, our findings show that divestment pressure by …

Meteorology, Weather And War In South East Asia: Malaya C. 1940-1960, Fiona Williamson

Research Collection College of Integrative Studies

This article interrogates the positioning of British colonial meteorology in Malaysia and Singapore from the 1940s to 1960. This period spanned a global conflict and an internecine war, effecting profound sociopolitical changes from which neither Malaysia nor Singapore would emerge the same. The meteorological services were essential to Britain's armed conflicts, providing vital weather information to the army, navy and, especially, the air forces, as well as supporting the aviation and shipping industry often in difficult and dangerous circumstances. This article argues that British military policy in South East Asia and the specific concerns of the colonial government in Malaya …

Landscapes Of State Capitalism: Reconciling The Vernacular, National Development Imaginaries, And Green Capital Accumulation, Sol Andrew Stokols

Research Collection College of Integrative Studies

This article theorizes ‘state capitalist landscapes’ as a unique spatial form shaped by state-owned developers that reconcile economic goals with national development imperatives and symbolic national imaginaries. State capitalist landscapes, I argue, integrate economically productive spaces with natural spaces to symbolize imaginaries of the nation. Through an inductive case study methodology, this article surveys three industrial zones developed and/or under development by state owned developers: Singapore's Jurong, China's Xiong’an New Area, and Thailand's Wangchan Valley. In each of these cases, natural landscapes are integrated into new economic zones in order to construct specific symbolic and/or political imaginaries of the nation: …

Rubber Wars: Rubber At The End Of Empire In Colonial Malaya, C. 1945–57, Fiona Williamson

Research Collection College of Integrative Studies

This article argues the Malayan rubber industry’s fortunes both reflected and coloured the relationship between Britain and the USA during the early Cold War era. British Malaya had developed a world leading rubber industry within a few short decades. The importance of rubber to burgeoning manufacturing and transport industries however – especially in the United States – meant that the commodity became caught up in the geopolitics of a changing world order. During the 1920s and 1930s, Britain had dictated international market rules due to their largely unrivalled position but the Second World War had changed the global balance of …

Oxidation Behavior Of Silicon Carbide, Matrix Graphite, And Refractory Multi-Principal Element Alloy, Visharad Jalan

Doctoral Dissertations

"The present study focuses on the investigation of the oxidation behavior of silicon carbide, matrix graphite in a water vapor environment. It also examines the oxidation behavior of refractory multi-principal element alloys when exposed to air. The oxidation behavior of silicon carbide and matrix graphite were investigated in conditions pertaining to off-normal incidents in high-temperature gas-cooled nuclear reactors. Understanding this is crucial for the prediction of their performance in such accidents and ensuring that the nuclear reactor is accident tolerant. Upon exposure to water vapor, the two A3-based matrix graphite exhibited different behaviors. The A3-27 type showed oxidation in all …

Leveraging Deep Learning Models And Social Media Data For Enhanced Situation Awareness In Disaster Management, Ademola Abdulganiyu Adesokan

Doctoral Dissertations

"In recent years, social media has become a crucial source of real-time data for disaster management, supporting emergency responses when traditional channels like 911 are overcrowded and overwhelmed. It offers authorities valuable data for developing effective strategies, especially when swift actions are essential to save lives. However, the informal language, ambiguous meanings, and irrelevant content on social media pose challenges to accurate classification and hinder the efficient extraction of disaster-relevant information, leading to inefficiencies in emergency response efforts.

This research focuses on seven key questions: i) How can we detect, classify, and analyze hate and offensive tweet emotions during large-scale …

Mitigating Frost Heave And Thaw Weakening In Roads Using Wicking Geotextile, Javad Galinmoghadam

Doctoral Dissertations

"Excess water is known to be the primary cause of soil and foundation problems. In cold regions, water-related problems are exacerbated by seasonal freezing and thawing cycles. Frost heave and thaw weakening is the leading cause of premature pavement failure and consume considerable budgets of the Department of Transportations in cold regions. The first step to designing mitigation measures is the ability to predict frost heave under different conditions. This study aims to introduce a new method for quantifying frost heave using a prediction model based on the state surface approach. This proposed model addressed many inconsistencies and limitations of …

International Law, African Courts, And Protection Of The Rights Of Refugee Children, John Mukum Mbaku

Fordham International Law Journal

No abstract provided.

Defining Forced And Free Labor, 1930–1957, Christopher M. Roberts

Fordham International Law Journal

No abstract provided.

Collateral Damage And Individual Rights In Armed Conflict, Charles P. Trumbull Iv

Fordham International Law Journal

No abstract provided.

Reciprocation And Redistribution: The Emergence Of The Trade-Development Fault Line In The Contemporary Wto, Tana Johnson

Fordham International Law Journal

This Article argues that: 1) trade and development reflect different mindsets and policy implications; 2) both are deeply embedded in the legal past of the World Trade Organization (WTO); and 3) tensions between them jeopardize the WTO’s policymaking future. At the argument’s core is the contrast between “reciprocation” and “redistribution.” Trade is associated with reciprocation (bargaining and two-way concessions), while development is associated with redistribution (assistance and one- way concessions). The WTO’s predecessor—the General Agreement on Tariffs and Trade (GATT)—initially insisted on reciprocation but relaxed that insistence over time, eventually merging with redistribution-related elements of the defunct Havana Charter to …

Reframing Reparations: Sovereign Unjust Enrichment Claims As A Private Law Model For Reparatory Justice, Britta Redwood

Fordham International Law Journal

Over the past ten years, states in the Caribbean Community and Common Market (CARICOM) have called on European states to make reparations for transatlantic chattel slavery (TCS). CARICOM states have suggested that if former colonial powers were unwilling to adequately respond to their demands for reparations, they would pursue them through judicial means before international tribunals, such as the International Court of Justice (ICJ). If brought, these claims would face major jurisdictional challenges that would make it unlikely that they would be adjudicated on the merits. This Article proposes a novel approach to reparations claims. It demonstrates how these claims …

International Law Of Cyber Warfare: Analysing States And Ios' Legal Positions, Shiran Shahaf

Fordham International Law Journal

This Article examines the development of Customary International Law (CIL) and soft norms through the positions and interpretations of states and International Organizations (IOs) regarding the application of international law to cyber operations. The study presents a comprehensive dataset comprising the positions of thirty-four states and three prominent IOs: the North Atlantic Treaty Organization (NATO), the International Committee of the Red Cross (ICRC), and the African Union (AU). Through an analysis of this dataset, this Article argues that these positions and interpretations hold significant weight as opinio juris, reflecting the beliefs and intentions of states on the application of international …

The Re-Criminalization Of Sexual Minorities As A Testing Ground For International Human Rights Law In Africa, Matteo M. Winkler & Ilias Bantekas

Fordham International Law Journal

This Article scrutinizes the recently enacted statutes that re- criminalize sexual minorities in Africa from the standpoint of international human rights law (IHRL). These statutes are currently justified under cultural relativism, that is, the idea that African culture abhors homosexuality, which represents a malicious import from the Western world. We argue that the re-criminalization statutes violate IHRL in multiple stances and that in no way are these violations justifiable under cultural relativism. This does not mean that there is no virtue in cultural relativism, but a limit must be fixed to the dehumanization of minorities which is the intended purpose …

Banking On Empire: Citibank, Haiti, And The Fight For Corporate Accountability, Nell W. Fitzgerald

Fordham International Law Journal

For over a century, Citibank has exerted profound influence over Haiti’s financial system, embedding itself in the country’s economy through coercive debt structures and strategic alliances with the US military. This Note examines Citibank’s historical role in Haiti’s financial subjugation, from its facilitation of the 1915 US occupation to its monopolization of Haiti’s banking system and its abrupt departure in 2024. Through a legal analysis of potential avenues for redress—such as the Alien Tort Statute and unjust enrichment—the Note reveals how existing frameworks fail to hold corporations such as Citibank accountable for historical economic exploitation. While international law provides only …

That's One Small Sale For Man: On The Merits Of American Unilateralism In The Evolution Of International Space Law, Sam Grossman

Fordham International Law Journal

In 2020, the United States National Aeronautics and Space Administration (NASA) awarded four contracts to commercial companies to collect lunar resources as part of its Artemis program. This contract was the culmination of a controversial shift in global space policy, as it came shortly after an executive order from President Donald J. Trump. That executive order articulated America’s policy to encourage “public and private recovery and use of resources in outer space,” and to seek international support in doing so. Further, it reaffirmed the 2015 U.S. Commercial Space Launch Competitiveness Act (the “Space Act”), which entitled American individuals and corporations …

Economic Sanctions And The Law, Andrew Kent, Thomas H. Lee And Harlan Cohen

Fordham International Law Journal

No abstract provided.

Challenges To Economic Sanctions In The U.S. Courts, Christine Abely

Fordham International Law Journal

The start of the new Trump term has made more salient calls to amend the International Emergency Economic Powers Act (IEEPA)1 to place limitations on the use of economic sanctions by the executive branch. Though the first Trump administration and the Biden administration both used sanctions in large numbers, they did so in very different manners. This Essay explores the use of sanctions by President Biden and President Trump. It also details the grounds upon which sanctions may be subject to challenges in US courts, and the limits of the US judiciary to impose meaningful restraints on the executive’s use …

Honing The Economic Weapon: Application Of The Prosecutor's "Toolkit" In Sanctions Enforcement, Andrew Adams

Fordham International Law Journal

No abstract provided.

Our Humanity At Stake: The Human Costs Of Economic Sanctions For The Sanctioner, Alexandra Hofer

Fordham International Law Journal

No abstract provided.

Improving System-Level Outcomes Via Artificial Intelligence Decision Support In Kidney Utilization, Casey I. Canfield, Cihan H. Dagli, Daniel Burton Shank, Krista Lentine, Mark Schnitzler, Henry Randall, V. Sriram Siddhardh Nadendla, Brendon Cummiskey

Engineering Management and Systems Engineering Faculty Research & Creative Works

Transplantation provides patients suffering from end-stage kidney disease a better quality of life and long-term survival. However, over 20% of deceased donor kidneys are not utilized and never transplanted. While this is sometimes medically appropriate, this also reflects missed opportunities. We are designing Artificial Intelligence decision support for the kidney offer process to support both demand at the transplant center and supply at the organ procurement organization. This includes (1) developing deep learning models, (2) evaluating the effect of explainable interfaces, (3) improving fairness in the model output, (4) identifying factors that influence adoption decisions, and (5) conducting a randomized …

Spatial Analysis And Machine Learning Integration For Nutritional Status Mapping Using Ann And Random Forest Models, Desi Anis Anggraini, Fachrul Kurniawan, Fresy Nugroho, Meidya Koeshardianto, Mohammad Iqbal Bachtiar

Knowledge Engineering and Data Science

Nutritional problems among children under five remain a major public health challenge. This research seeks to create a spatially oriented system for evaluating and mapping nutritional status utilizing Artificial Neural Network (ANN) and Random Forest (RF) algorithms. Data obtained from the Sumenep District Health Office included age, weight, height, and gender variables. Both models were trained using a 70:30 data ratio and evaluated with accuracy, precision, recall, and F1-score metrics. The ANN model achieved an accuracy of 95.8%, while the RF model reached 97.7%. Classification results were visualized through a Geographic Information System (GIS) to illustrate spatial distribution and identify …

Time Series Forecasting With Lstm: An Extensive Content Analysis, Andri Pranolo, Xiaofeng Zhou, Yingchi Mao

Knowledge Engineering and Data Science

This paper presents a comprehensive bibliometric and content review of the trend, architecture, and application of long short-term memory (LSTM) models for time series forecasting. The study aims to provide insights into the overall statistics and distribution of papers focused on LSTM for forecasting. Additionally, the research questions address the most highly cited papers based on LSTM approaches in forecasting, the most productive journals in this field, and identifying trends, gaps, summary tasks and their performance, datasets availability, and future research directions for LSTM in forecasting. This paper is a comprehensive review of LSTM for forecasting from 2017 to 2023 …

From Data To Insight: A Machine Learning Approach In Classifying Dairy Cow Productivity Level And Identifying Important Influencing Variables, Fatkhurokhman Fauzi, Achmad Fauzan, Rhendy K P Widiyanto, Khairil Anwar Notodiputro, Bagus Sartono

Knowledge Engineering and Data Science

Identifying influential predictor variables is crucial for enhancing model interpretability in supervised classification. This study applies Permutation Variable Importance (PVI), a model-agnostic approach, to evaluate variable relevance after model fitting. Using data from the 2024 Indonesia Dairy Cow Productivity Survey, this research investigates five classification techniques: (1) Support Vector Machine (SVM), (2) Neural Network (NN), (3) k-Nearest Neighbors (kNN), (4) Naïve Bayes Classifier (NB), and (5) Logistic Regression (LR), to identify which method(s) yield the best performance based on evaluation metrics such as accuracy, sensitivity, and specificity. PVI is employed to identify the most influential predictor variables within the best-performing …

A Hybrid Soft Voting And Stacking-Based Meta-Learning Approach For Sentiment Analysis Of Bangkalan Batik, Moh. Imron Wahyudi, Lailil Muflikhah, Rizal Setya Perdana

Knowledge Engineering and Data Science

Sentiment analysis is an important field in Natural Language Processing (NLP) that focuses on processing consumer opinions to gain useful insights. The information generated from sentiment analysis can be used as a basis for business decision-making, service quality evaluation, and the formulation of more effective marketing strategies. In the local context, Bangkalan Batik, as one of Madura's distinctive cultural products, has high economic value and cultural identity. However, consumer reviews available online, for example through Google Maps, are still rarely utilized optimally by MSMEs as a source of strategic information. Therefore, this study was conducted to develop a sentiment classification …