Digital Commons Network^™

A Novel Deliberative Multicriteria Evaluation Approach To Ecosystem Service Valuation, Georgia Mayrommati, Mark E. Borsuk, Richard B. Howarth

New Hampshire EPSCoR

Although efforts to address ecosystem services in decision making have advanced considerably in recent years, there remain challenges related to valuation. In particular, conventional economic approaches have been criticized for their inability to capture the collective nature of ecosystem services, for their emphasis on monetary metrics, and the difficulty of assessing the value of ecosystem services to future generations. We present a deliberative multicriteria evaluation (DMCE) method that combines the advantages of multicriteria decision analysis with a deliberation process that allows citizens and scientists to exchange knowledge and evaluate ecosystem services in a social context. Compared with previous applications we …

Metarag: Identifying Website Owner Using Meta-Path-Guided Dynamic Graph Retrieval-Augmented Generation, Cheng Tu, Yunshan Ma, Bingyang Guo, Qianyu Li, Yang Li, Min Zhang, Fan Shi, Xiang Wang

Research Collection School Of Computing and Information Systems

Website owner identification aims to link websites to their real-world owners, which is crucial for credibility assessment and information provenance in information retrieval and vital for applications in cybersecurity, Internet governance, and digital regulation. Existing approaches for website owner identification primarily rely on querying infrastructure registration records or analyzing webpage content. However, these methods often fail due to incomplete or outdated registration records and sparse webpage content. We observe that inter-website relationships, derived from shared infrastructure data such as primary domains, IP blocks, and geolocations, can provide valuable but underutilized ownership cues. To exploit this insight, we propose MetaRAG, a …

His 242.C301 – Contemporary European History From The Global South / Third World Perspective, Soheil Asefi

Open Educational Resources

This syllabus for HIS 242: Contemporary European History builds on a course taught in Lehman College’s History Department in 2025 and has been revised for Fall 2027. It approaches European history from the French Revolution to the present through Global South perspectives, emphasizing empire, class struggle, migration, anti-colonial movements, gender, and sexuality. Combining primary sources, scholarship, digital archives, and multimedia, the course encourages historical analysis through discussion and student presentations. Developed through the Open Knowledge Fellowship, this Zero Textbook Cost syllabus brings together open educational resources, open-access materials, and CUNY library resources.

Uncovering The Story Of Sally Maria Johnson: Revealing The History Of The Portrait Of A Painting, Yuanzhen Song

Art Conservation Master's Projects

Portrait of Sally Maria Johnson by the artist James Johnson is a 19^th century oval shaped portrait in the collection of the Buffalo History Museum.  It suffered from structural damages and paint loss resulting from surface alterations and previous restoration campaigns.  This study combines art historical research with scientific analysis to explore both the biography of the subject and the materiality of the painting.  Through local research including historical newspaper articles in Buffalo, the story of Sally Maria Johnson (the wife of Buffalo’s first mayor) was uncovered.  High-resolution imaging techniques were used to document the surface condition and identify …

Community College Librarian Needs Assessment: Academic Status And Research Interest, Christine (Mi-Seon) Kim, Stephanie Delano Davis

Publications and Research

This pilot study explores the results of the Spring 2023, “Needs Survey for Community College Librarians” conducted by the Community and Junior College Libraries Section (CJCLS).  CJCLS is a section of the Association of College and Research Libraries (ACRL), a division of the American Library Association (ALA). One hundred and seventeen individuals participated in the survey. The survey asked community college librarians about their academic employment status and publication requirements, their interest in research, and the support for research available to them at their institutions. The key findings of this research show a broad range of academic status classification among …

Hearsay In High Definition: Body-Worn Cameras And The Future Of Intimate Partner Violence Prosecutions, Kenechukwu Okocha

Working Papers

Technological advances in documenting police encounters with the public have outpaced evidentiary hearsay rules. Specifically, the rapid adoption of body-worn cameras (BWCs), fueled by racial justice and police reform advocates, has produced previously unavailable, vivid, and timely recordings of IPV victims’ accounts of abuse. Unfortunately, state and federal rules governing hearsay often prevent juries from considering these out-of-court statements. Such restrictions carry particular force in IPV cases, where victims frequently recant or decline to testify at trial due to abuser manipulation or distrust of the criminal justice system.

Courts and legislatures have eased some evidentiary restrictions in IPV cases in …

Major League Baseball’S Grand Slam: The History Of The Game, The Present Antitrust Exemption, And The Future Of Baseball Governance, Brenda Delgadillo Mera

Student Works

No abstract provided.

Fragmented Data Privacy Statutes And Political Insecurity In The Face Of Dormant Commerce Clause Challenges, Filip Malesev

Student Works

No abstract provided.

Constitutional Limits On Occupational Licensing Bans As Collateral Consequences Of A Criminal Conviction, Imran Rabbani

Student Works

No abstract provided.

After Alston: Collective Bargaining And The Future Of College Athlete Compensation, Chris Mackey

Student Works

No abstract provided.

Ai: Governance Patchwork To A Unified Regulatory Regime, Vamsi K. Revuru

Student Works

No abstract provided.

From “Be Kind, Rewind” To The 21st-Century Data Mine: The Video Privacy Protection Act, Jenna Kornicki

Student Works

No abstract provided.

Cyberbullying And Free Speech Considerations Under The New Jersey Anti-Bullying Bill Of Rights Act, Jesse R. Place

Student Works

No abstract provided.

A House Of Cards: Humphrey’S Executor, Trump V. Slaughter, Latombe, And The Structural Vulnerability Of The Eu-Us Data Privacy Framework, Noah Jaffe

Student Works

No abstract provided.

Hidden Obligations: Why Unenforced Discretionary Cia Penalties Trigger Reverse False Claim Liability Under The Fca, Lucas Girardi

Student Works

No abstract provided.

From Schoolhouse To Enforcement Zone: The Legal Limits Of Ice Access In Public Schools, Yinet De Leon

Student Works

No abstract provided.

Circulation Over Preservation: Reintroducing Temporal Limits To Intergenerational Wealth Retention, Jason Irving Galak

Student Works

No abstract provided.

Tackling Climate Disinformation: A Comparative Analysis Of Enforcement Power V. Remedial Strength, Sebastien Decker

Student Works

No abstract provided.

Goalkeeping, Not Goaltending: Young Athletes’ Welfare And The Necessity Of Minimum Age Limits In Professional Sports, Melissa A. Tan

Student Works

No abstract provided.

Gimmick Leadership, George Padilla

Faculty Publications

In the 1960’s, “Gypsy,” a musical movie classic premiered about a domineering mother who sought self-glorification by pushing her young daughter into stripping. The young daughter, Gypsy, learned the trick of the trade from veteran strippers in a song—“You Gotta Have A Gimmick.”

While education has always been filled with fads and slogans, today, educational leaders loudly proclaim, “College Ready”/”College Started”/”College Complete”/Career Ready.” For many educational leaders, these are gimmick slogans because academic achievement remains low and many students are arriving at college academically unprepared—but, now, possibly with hollow college credits and at greater risk of failing. Our nation …

Faculty Handbook, Georgia Southern University

Faculty Handbooks

Faculty Handbook for Georgia Southern University for the 2026-2027 academic year. The Faculty Handbook is published online by the Office of the Vice President for Academic Affairs and archived in Digital Commons@Georgia Southern.

Limosilactobacillus Reuteri Promotes Melatonin Release From Human Intestinal Organoids Via 5′Ectonucleotidase Activity, Micah D Forshee, Erika J Nachman, Esha R Shenoy, Heather A Danhof, Ludwig Ermann Lundberg, Stefan Roos, Robert A Britton

Faculty, Staff and Students Publications

Strains of Limosilactobacillus reuteri have been used to prevent or treat various conditions; however, the mechanisms by which they exert beneficial effects are not completely understood. Infant colic is one example in which L. reuteri DSM 17938 reduces clinical symptoms. While the etiology of colic is unknown, abnormal melatonin levels in infants have been suggested as a possible contributor. L. reuteri DSM 17938 has been shown to produce adenosine from AMP via production of the extracellular enzyme 5′ectonucleotidase (5′NT). Adenosine is a potent signaling molecule that impacts several important aspects of host physiology, including the release of melatonin from the …

When Probiotics Guidelines Differ: A Practical Guide For Clinicians And Researchers, Geoffrey A Preidis, Hania Szajewska, Marla Cunningham, Howard Bauchner, Daniel J Merenstein

Faculty, Staff and Students Publications

Many professional organizations publish clinical practice guidelines for the use of probiotics in gastrointestinal disorders. Generally, no two guidelines align perfectly, and some differ markedly. These discrepancies occur because clinical practice guidelines are not purely mechanical outputs of data synthesis. They are shaped by structured interpretation, value judgments, and predefined thresholds for uncertainty. These elements become particularly visible when effect sizes are small, heterogeneity is high, and outcomes vary in clinical relevance-as is the case with probiotic research. This article examines why discordance among probiotic guidelines is predictable and provides practical guidance for clinicians who must decide among conflicting recommendations …

Steroid Receptor Coactivator 3-Deficient Regulatory T Cells Eradicate Multiple Solid Tumors In Syngeneic Mouse Models, Nuri Sung, Eunsu Kim, Yosef Gilad, Yuri Park, Adam M Dean, Yan Xia, Jianming Xu, Clifford C Dacso, David M Lonard, Sang Jun Han

Faculty, Staff and Students Publications

Steroid receptor coactivator 3 (SRC-3) is highly expressed in regulatory T cells (Tregs) and is important for their immunosuppressive activity. Recently, we demonstrated that disrupting SRC-3 expression in Tregs eliminates triple-negative breast cancer (TNBC) and prostate cancer in syngeneic animal models by generating an anti-tumor immune microenvironment without inducing immune-related adverse events (irAEs). Further analysis of these mice revealed that SRC-3 knockout (KO) Tregs infiltrated breast tumors and facilitated the infiltration of CD8

Social Procurement As A Catalyst For Dei In Construction: Some Takeaways For Hrm?, Jennifer Waterhouse, Robyn Keast, Judy Lundy, Martin Loosemore

Research outputs 2022 to 2026

Purpose: Diversity, equity and inclusion (DEI) initiatives aim to foster workplaces where all employees feel valued and can add value. Increasingly, the success of these initiatives is influenced by environments and interactions beyond organisational boundaries, including recent backlash. Despite this, most DEI research remains focused on intra-organisational aspects and human resource management (HRM) activities. The purpose of this paper is to introduce social procurement as a novel and promising framework for advancing DEI in theory and practice through a collaborative, inter-organisational approach that has the potential to overcome institutional barriers and mitigate backlash. Design/methodology/approach: Data were collected through 15 in-depth …

Smart Medical System Integrating Clinical Workflows For Robust Skin Cancer Detection Across Heterogeneous Pathologies, Ahed Abugabah, Prashant Kumar Shukla, Suchi Mishra, Abhishek Dwivedi

All Works

Skin cancer is among the most prevalent and life-threatening dermatological diseases worldwide, with melanoma responsible for a substantial proportion of skin cancer–related deaths due to delayed and unreliable diagnosis. Conventional clinical screening based on visual inspection and expert interpretation is inherently subjective and often affected by inter-observer variability, lesion heterogeneity, and imaging artifacts, highlighting the need for accurate and generalizable automated diagnostic systems. This study proposes a novel hybrid deep learning architecture for skin cancer classification that integrates an attention-guided autoencoder with a transformer-inspired global context modeling module, forming a unified and robust representation learning framework. The encoder–decoder structure is …

A Global High-Resolution Comprehensive Heat Indices Dataset From 1950 To 2024, Abdul Malik, Sateesh Masabathini, Mohsin Ahmed Shaikh, Qinqin Kong, Muhammad Usman, Dasari Hari Prasad, Ibrahim Hoteit

All Works

Heatwaves are becoming more intense and frequent as global temperatures rise, affecting vulnerable populations, particularly in low-income communities. Addressing the impacts of heatwaves requires high-resolution data to assess their influence on labour productivity, public health, and climate risk. We introduce the Comprehensive Heat Indices (CHI) dataset, a high-resolution (0.1° × 0.1°) hourly dataset from 1950 to 2024, derived from the ERA5 and ERA5-Land reanalyses. The CHI dataset encompasses thirteen heat stress indices, including wet-bulb temperature, universal thermal climate index, mean radiant temperature, wind chill, and lethal heat stress index (Ls). Thresholds for Ls are empirically linked to mortality, enabling the …

Quantifying Customer Sentiment For Automobile Brand Perception Analysis Using Machine Learning On Twitter, Sujith Samuel Mathew, Kadhim Hayawi, Neethu Venugopal, May El Barachi

All Works

Social networking sites provide a platform for individuals to express their opinions publicly. Brand managers actively use these platforms to gain insights into brand perceptions, as users often share their views on products and services. In this study, we use sentiment analysis to assess customer sentiment towards five leading automobile brands, analyzing text content shared on Twitter(or X). The research models the ’Brand Polarity Score’, which indicates whether customers perceive the brand positively or negatively. This score is further weighted based on the tweet’s influence, characterized by the engagement metrics of the tweet and the author’s follower count. We also …

Green Waste Biochar And Plant Growth-Promoting Bacteria Enhance Tomato Growth Under Combined Nutrient Deficiency And Salinity Stress, Soumaya Tounsi-Hammami, Munawwar Ali Khan, Mahra Alqemzi, Salama Ali Almehairi, Aneesa Rasheed Anwar

All Works

This study characterized a green-waste-derived biochar from date palms and ghaf trees and investigated its potential as a soil amendment with halotolerant Bacillus spp. to improve tomato seedling quality under dual stress of salinity and nutrient deficiency. Biochar was produced through pyrolysis at 450 °C and then characterized for yield, pH, electrical conductivity, proximate analysis, surface morphology, energy-dispersive X-ray spectroscopy, and heavy-metal content. Its effectiveness was tested both alone and in combination with a Bacillus sp. mix, using a completely randomized design with varying NPK fertilizer levels and saline irrigation. Tomato seedlings were evaluated 45 days after planting for various …

A Deep Learning Ensemble Framework For Multi-Subtype Renal Tumor Classification Using Contrast-Enhanced Ct, Hisham Abdeltawab, Ahmed Alksas, Mohamed Ghazal, Ashraf Khalil, Norah Saleh Alghamdi, Rasha T. Abouelkheir, Ahmed Elmahdy, Mohamed Abou El-Ghar, Sohail Contractor, Ayman El–Baz

All Works

Renal cell carcinoma (RCC) is considered the most aggressive and common form of renal cancer. Therefore, early detection is crucial to ensure appropriate and effective treatment planning. In our study, we propose a novel computer-aided diagnostic (CAD) approach which incorporates a deep learning ensemble to differentiate between five renal tumor subtypes, utilising the modality of contrast-enhanced computed tomography (CE-CT). The addressed renal lesions are malignant tumors (chromophobe RCC (chRCC), papillary RCC (pRCC), and clear cell RCC (ccRCC)) and benign tumors (renal oncocytoma (RO) and angiomyolipoma (AML)). Our study includes 280 patients who underwent renal biopsy, 112 patients were diagnosed with …