Digital Commons Network^™

System And Method For Scalable Query Sampling For Large And Imbalanced Data, Mert Kosan, Chinmay Narendra Sonar, Can Liu, Shubham Agrawal, Chiranjeet Chetia

Defensive Publications Series

The present disclosure provides a method and a system for scalable query sampling for large and imbalanced data. The method comprises determining the feature families in the data where each family of the features consists of correlated features. The method further comprises determining importance scores for the features in the data to filter the features that contribute significantly to the analysis of the agent system. Further, the method comprises determining the deviation effect scores for all the features of the corresponding queries and aggregating the deviation effect scores for the queries to determine a selection value. The sample of queries …

Analysis Of Lake Toba Ecoliteracy In High School Students, Jesika Aurelia Sianipar, B Manurung, Martina Asiati Napitupulu, Abdul Hakim Daulae

Jurnal Pendidikan Sains

The Lake Toba ecosystem is currently experiencing increasingly worsening quality degradation, so that instilling environmental awareness through ecoliteracy has become urgent in the world of education. This study aims to measure the ecoliteracy abilities of students at High School 1 Ajibata and High School 2 Balige by reviewing three main aspects: cognitive, affective, and behavioral. Additionally, it will analyze the differences in ecoliteracy levels between the two schools. The type of research used is ex post facto with a quantitative approach. Data were collected through test instruments for the cognitive aspect and questionnaires for the affective and behavioral aspects. The …

Book Review: Leadersick: Becoming A Healthy Leader, Rick Keaster

The Journal of Values-Based Leadership

No abstract provided.

Book Review: Lessons From History: The Courage To Lead: The Leadership Legacy Of Theodore Roosevelt And Why It Matters Today, Elizabeth Gingerich

The Journal of Values-Based Leadership

No abstract provided.

The Enduring Courage And Vision Of Franklin Delano Roosevelt, Emilio F. Iodice

The Journal of Values-Based Leadership

Franklin Delano Roosevelt (FDR) led during the most turbulent period in modern American history, facing not one but two existential crises: the Great Depression and World War II. His thirteen-year presidency was a lesson in courage, vision, and leadership, showing that true liberty relies as much on economic security and social justice at home as it does on military victory abroad. Today, as freedom faces both subtle and overt threats worldwide, Roosevelt’s example continues to serve as a vital blueprint for strong democratic governance.

The Power Of Choice: Transformative Moments In The Lives Of Biblical Heroes, Hershey H. Friedman, Linda Weiser Friedman

The Journal of Values-Based Leadership

This paper examines pivotal moments in the lives of key biblical figures and explores how these choices shaped both personal destinies and spiritual legacies. Biblical narratives depicting the lives of Adam, Noah, Joseph, Judah, Moses, Ruth, Boaz, David, Solomon, Zerubbabel, Esther, Mordechai, and Samson illustrate that these transcendent moments involve significant moral choices. We see that even revered figures can experience moral failings, and that some individuals can achieve greatness through singular acts of moral courage. These momentous decisions – whether acts of bravery, failures of judgment, vengeance versus reconciliation, worldly power versus spiritual calling, or moments of redemption—reveal profound …

Toward A Contemporary Understanding Of Global Leadership: Relevance Of Diverse Voices, International Collaboration, And New Perspectives, Joseph M. Cervantes, Viet A. Ho, Vui T. Nguyen, Tram N. Le, Minh N.P. Vo

The Journal of Values-Based Leadership

This paper introduces Integral Global Attunement (IGA) as a transformative paradigm in global leadership, emerging in response to the unprecedented shifts catalyzed by theCOVID-19 pandemic. Rooted in the fusion of psychological insight, intercultural consciousness, and ethical stewardship, IGA proposes a fifth wave of leadership—one that transcends transactional strategies to embrace identity, ethics, and relational interconnectedness as central pillars of influence. The writing argues that the current global crises reflect not merely external disruption but an inner dissonance within humanity, calling for a deeper, multi-aware model of leadership. Through the triadic lens of identity (e.g., multicultural integration, visionary consciousness), ethics (e.g., …

The Receptive And Resilient Leader: Thriving In An Era Of Ai And Digital Disruption, Hershey H. Friedman, Nakato Hirakubo, Barbara Jo Lewis

The Journal of Values-Based Leadership

In an Age of Chaos, a term often used to describe the digital AI age, with its explosive growth of information and disruptive technology, businesses face unprecedented turbulence. This paper examines the essential leadership qualities required for success in this environment, arguing that traditional leadership, as seen in the decline of Kodak, Sears, and Blockbuster, struggles to adapt to rapid technological and market shifts. We identify several key competencies for leaders in the digital age: fostering agility, championing an ethical culture, pursuing purpose-driven goals, maintaining technological competency, and genuinely understanding diversity. Perhaps most crucial is receptive leadership, which embodies humility, …

The Effect Of Servant Leadership And Psychological Safety On Employee Commitment And Workplace Engagement, Pierce J. Ippolito, Joshua S. Kay, Kevin J. Hurt

The Journal of Values-Based Leadership

This paper presents a conceptual model of servant leadership, psychological safety, work engagement, and individual commitment. Psychological safety is positioned as a causal factor that provides answers addressing why servant leaders have positive effects on individual commitment and work engagement. The depicted model operates under the consideration that commitment and engagement serve two distinct roles based on the study conducted by Hirschfeld and Feild (2000). Theory-based propositions are developed linking servant leadership and psychological safety to individual commitment and work engagement. Finally, the authors provide a framework that may be utilized for future research.

Pure Leadership Model: A Framework For Leaders Desiring To Lead With An Upright Heart, Matome Liphy Ramalepe

The Journal of Values-Based Leadership

Contemporary organisations face intensifying demands for value-driven decision-making, ethical consistency, and service-oriented leadership. These demands underscore the need for frameworks that integrate character formation with organisational performance. In response to these challenges, the Pure Leadership Model conceptualises leadership as a virtue-centred system in which specific virtues function as the mediating link between leadership styles and core organisational values. The model positions the virtues of meekness, compassion, courage, faithfulness, sincerity, and prudence as central mechanisms through which servant, ethical, and authentic leadership translate into the organisational values of service, accountability, and integrity. Through this virtuous mediation, the model ultimately promotes organisational …

Living Ethically: An Inner Capacity Struggling To Become A Moral Reality, Joseph P. Hester

The Journal of Values-Based Leadership

Spiritual refinement is a part of our essential moral self. As a seedbed of moral consciousness, spiritual refinement is a perpetual activity, as well as a reservoir of experiences, needed for shaping the world and responding to its ethical demands. Begun as moral insight and utilizing the moral imagination, the actual details and social structures of morality are developed and applied in real life situations where they mature and change as they overlap and are tempered by others.

A Treasure Hunt: The Interdisciplinary Challenge Of A Digital Humanities Hackathon, Marie Barras, Adélaïde Quenson, Adrien Jeanrenaud, Angela Allemand, Marina Berazategui, Levyn Bürki, Michel Capot, Simon Gabay, Vestin Hategekimana, Pauline Jacsont, Bokar Lamine N'Diaye, Elina Leblanc, Clara May, Anne-Laure Oberson, Margherita Parigini, Lara Pitteloud, Fassaleh Taal, Cédric Viaccoz

Artl@s Bulletin

Abstract: This article tells the story of an interdisciplinary hackathon emphasizing exploration, collaboration, and creative engagement with globalization-related cultural datasets. Participants worked in teams to produce research posters, which were then presented at the opening of the international conference Image Deluge & Globalization in Geneva. The article discusses three projects: one on 19th-century Spanish chapbooks using topic modeling and network analysis; another on leopard motifs in print imagery; and a third on olfactory heritage. The hackathon highlighted both the potential and the limitations of working with digital cultural data, offering insights into interdisciplinary methods.

Résumé: Cet article raconte un hackathon …

Mapping The Multifarious Image In Time Of Globalization, Anne-Laure Oberson

Artl@s Bulletin

Abstract: In this paper, I examine the evolving concept of the image, exploring the philosophical implications of its complex, multifaceted nature. I question the value of terms such as icon, simulacrum, and image in reference to Gilles Deleuze’s text Difference and Repetition. I argue for a pluralistic approach to understanding images as they embody more than a duality of visible-invisible dimensions. I seek to capture the multifariousness of the image to understand its transformative power. In conclusion, the paper suggests reevaluating image discourse to better engage with the evolution of its implications in a global context.

Résumé: Dans cet …

A Deluge Of Sea Images: Maritime Art And Temporal Crisis, Jonathan Stafford

Artl@s Bulletin

Abstract: We are today inundated with images of the sea, with maritime representations of global trade, the refugee crisis, and climate collapse featuring prominently in both journalistic and artistic image worlds alike. These seascapes seem to be possessed of a certain timeliness, speaking to the idiosyncratically temporal nature of our contemporary crisis. This article seeks to historicise the contemporary deluge of maritime imagery, drawing out its connections with the proliferation of the sea image in earlier representational regimes.

Résumé: Nous sommes aujourd’hui inondés d’images de la mer, les représentations maritimes du commerce mondial, de la crise des réfugiés et du …

Intended To Cross National And Cultural Divides: Art Reproductions From The Ikea Store, Nelly Janotka

Artl@s Bulletin

Abstract: This paper provides an overview of some of the findings of my forthcoming dissertation, which examines Ikea’s globally standardized art motifs and their relationship to art historical canons and corresponding systems of power. It focuses on some of the pictorial strategies pursued to cater to customers across national and cultural divides, including the conflicts that come with such an ambitious attempt. Furthermore, the paper illuminates Ikea’s embeddedness in a larger, highly professionalized visual content industry, which views images primarily based on their global marketability and thereby affects the iconographies, compositions, and aesthetics of the motifs circulating globally.

Résumé: Cet …

The Global On Display? Art, Circulation, And The Institutional Framing Of Practices, Florian Rosinski

Artl@s Bulletin

Abstract: This article examines how the notion of “circulation” structures institutional discourse in contemporary art exhibitions focused on digital photography. Drawing on curatorial texts, mediation materials, and interviews from four shows, it uses discourse analysis to show how circulation operates as both a symbolic framework and an organizational logic. While it helps articulate tensions in the global art field, it also neutralizes critique by reaffirming artistic centrality and marginalizing audiences. The study questions whether circulation illuminates or obscures the very power relations it names.

Résumé: Cet article interroge le rôle structurant de la notion de « circulation » dans les …

Brute Force Branding: Variations & Repetitions Of The Almighty Dollar Banknote, Rui-Long Monico

Artl@s Bulletin

Abstract: This paper examines the U.S. dollar as a global brand and mythic icon, revealing how its stable aesthetic asserts dominance and infiltrates daily life. Through visual analysis and global comparison, it shows how banknotes are battlegrounds where art, identity, and geopolitics collide—currency as a weapon of soft power and cultural hegemony. The dollar’s visual inertia—ritualized, repeated, reappropriated—cements its supremacy as a symbolic force, where repetition enforces authority and variation sparks both resistance and conformity. Banknotes emerge as tools of statecraft and vessels of collective memory, as reflected in the author’s bespoke creation accompanying this study.

Résumé: Cet article analyse …

Image Circulations And Economic Imagination: Framing The Peruvian And Chilean Peripheries At The End Of The 19th Century, Alexandre Puche

Artl@s Bulletin

Abstract: This study explores two cases of photographic circulation between Peru, Chile and France in the late nineteenth century to show how images contributed to the requalification of the region within global commercial geography. It also proposes a historical methodology that considers visual repetition as a traceable product of transnational circulation. This approach sheds light on both certain mechanisms behind Atlantic propaganda regarding South America’s economic potential and the structuring role such circulations played in shaping regional representations.

Résumé: Cette étude examine deux cas de circulations photographiques entre le Pérou, le Chili et la France à la fin du XIXe …

Food Insecurity. A Factor In Criminal Behavior?, Jerrod Brown, Jeremiah Schimp, Leanne Skehan, Janina Cich

Nutritional Neurocriminology Today

This article examines how food insecurity and limited access to nutritionally adequate foods impair cognitive function, emotional regulation, decision-making, and impulse control. Emerging research purports that individuals experiencing food insecurity face increased risks of mental and physical health problems, violent behavior, delinquency, heightened childhood vulnerability, and criminal justice involvement across the lifespan. The article advocates for increased awareness, routine screening, and specialized training for professionals in mental health, social services, and the criminal justice system to address food insecurity, thereby supporting long-term policy and community-level strategies that reduce criminal behavior and improve outcomes for vulnerable populations.

Legendary Houses: Trademarks, Transformation, And Ballroom Culture, Elizabeth L. Rosenblatt

Akron Law Review

No abstract provided.

Copyright In Characters: A Proposal For Reform, Michael W. Carroll

Akron Law Review

No abstract provided.

Who You Gonna Call? Talk Radio As Therapy And As A Marker Of Social Change In Ireland, Finola Doyle O'Neill

Irish Communication Review

In the Irish context, the radio talk show has long constituted a distinctive cultural institution, evolving from early programmes such as Dear Frankie, The Gay Byrne Show, The Ryan Line, and Liveline into a significant public forum for the expression of personal narratives, collective opinion, and emotional resonance (O’Sullivan, 2005). Over time, this genre has undergone a notable transformation—from functioning as a secular analogue to the Catholic confessional to becoming an increasingly therapeutic outlet for listeners. This evolution is emblematic of wider sociocultural shifts in Ireland, particularly the waning influence of institutional religion (Inglis, 2000) and the disintegration of traditional …

The Unscripting Of Broadcasting In Postwar Ireland, Eileen Morgan-Zayachek

Irish Communication Review

This article builds on existing histories of Irish broadcasting by examining the contexts and implementation of postwar reforms initiated by Fianna Fáil politician, Erskine Hamilton Childers. The lifting of script submission requirements and promotion of open debate extended Childers’ efforts to modernize Ireland’s infrastructure and promote civic engagement. Childers viewed Irish radio as a platform for cultivating critical thinking, public debate, and understanding of state institutions—assets he believed Irish citizens needed to compete in the global economy. The article reviews the repressive practices of the early broadcasting service that sought to avoid all controversial content. It also traces a throughline …

One Young World: #Togetherapart (Podcast Review), Talia Agee

Rushton Journal of Undergraduate Humanities Research

A podcast review of the podcast #TogetherApart produced by the London non-profit One Young World.

Optimized Resnet-18 Architecture For Multi-Class Oral Diseases Classification, Ahmed Ahmed

Karbala International Journal of Modern Science

In recent years, the classification of oral diseases has gained significant attention due to its influence on public health and the necessity for early and accurate diagnosis. Traditional diagnosis depends on manual clinical assessment, which can be slow and subjective. An optimized and subsequently quantized model is required to provide a faster and more consistent diagnostic support tool. This paper proposes an optimized ResNet-18 architecture for the classification of six oral diseases. The optimization process is based on removing the Rectified Linear Unit (ReLU), Batch Normalization (BN), and convolutional layers from the base ResNet-18 blocks that contain 128 filters. This …

Sperm-Associated Antigen 6 (Spag6) As A Potential Marker Of Sperm Function In Diagnosing Male Infertility, Ibtisam A. Al-Ali,, Kawkab A. Alsaadi

Karbala International Journal of Modern Science

Background: While male infertility has become a significant global health concern, conventional analysis of semen has not made progress in the detection of contraindicated molecular biomarkers, such as sperm-associated antigen 6 (SPAG6), which is a protein involved in axonemal structure and flagellar motility.

Hypothesis: Expression of SPAG6 correlates with sperm motility and structural integrity. This means that its dysregulation may serve as a molecular indicator of impaired sperm performance.

Methods: A comprehensive review of recent studies was conducted with a focus on SPAG6’s molecular characteristics, expression patterns in normal versus abnormal spermatozoa, and the role it plays in motility-related …

Optimized Co2 Gas Sensing With Sns:Sm2o3/N-Si Nanocomposites Fabricated Via Spray Pyrolysis, Wasan A. Khalaf, Mays A. Hammadi, Mohammed J. Alsultani, Yahya R. Hathal, Mohammed O. Salman

Karbala International Journal of Modern Science

In this work, tin sulfide:samarium oxide (SnS:Sm₂O₃) composite films were deposited using a spray pyrolysis technique for room-temperature CO₂ gas sensing. X-ray diffraction (XRD) confirmed a polycrystalline SnS nature of orthorhombic-phase crystallinity at 10 at.% Sm ions, while 20 at.% Sm induced Sm₂O₃ as a separate phase. Field emission-scanning electron microscopy (FE-SEM) induced uniform grains and increased the surface roughness, enhancing gas adsorption. UV-visible absorbance revealed band-gap narrowing. Fourier transform infrared spectroscopy (FTIR) analysis revealed vibrational band shifts, confirming the structural modifications. Gas-sensing measurements demonstrated 5.72%, 19.65%, and 9.65% for pure SnS, …

Marketing Strategy In The Age Of Ai, Mary C. Martin

All Open Educational Resources

Marketing Strategy in the Age of AI is an Open Educational Resource designed to help students master foundational marketing strategy while understanding how artificial intelligence is reshaping marketing practice. The textbook emphasizes core strategic thinking and positions AI as a tool that enhances, rather than replaces, human judgment and decision-making. The book covers key areas of marketing strategy across the marketing mix, including environmental analysis, market research, product development, pricing, distribution, and promotion. Each chapter introduces established marketing frameworks and then explores how AI-driven tools and data improve insight, speed, and effectiveness in real-world marketing decisions. Examples and cases highlight …

Rethinking Geoengineering Governance Utilizing The Playing God Argument: Considerations Of Knowledge, Control, And Benevolence, Julian Dreiman, Brian Patrick Green

Staff Publications and Research

Because greenhouse gas emissions continue to grow, it is increasingly challenging to limit global warming to 1.5 or 2.0 degrees Celsius. As such, there is a growing debate on whether or not to deploy geoengineering to reduce warming. Geoengineering is controversial, and many arguments have been raised against it, including the “playing God” critique. When understood through the philosopher Moti Mizrahi’s reinterpretation, the playing God critique does not eliminate the possibility of using geoengineering, but rather informs how its governance can be improved. We use Mizrahi’s interpretation of the playing God critique to claim that the existing governance literature lacks …

Acronyms And Definitions, Alice Dell'era

Course Materials

This file compiles a list of key acronyms and definitions.