Digital Commons Network^™

Identifying Parkinson’S Disease From Gait Biomechanics Using A Participant-Level Machine Learning Analysis Pipeline, Li Jin

Faculty Research, Scholarly, and Creative Activity

Parkinson’s disease (PD) is a progressive neurodegenerative disorder characterized by motor control, balance, and gait impairments that significantly elevate fall risk. Traditional gait analysis focuses on spatiotemporal parameters, while gait variability, asymmetry, and balance measures offer more sensitive indicators of PD-related motor deficits. Machine learning studies using wearable gait data frequently report high classification accuracy but lack biomechanical interpretability and methodological rigor. Using the PhysioNet Gait in Parkinson’s Disease database, 93 individuals with PD and 72 healthy controls were analyzed during level-ground walking. Key biomechanical differences were identified: stride time coefficient of variation was significantly higher in PD bilaterally (left …

System Branding In Three Public Libraries: Live Oak Public Libraries, Charlotte Mecklenburg Library, And Richland Library, Patrick Roughen

Library Philosophy and Practice (e-journal)

This article examines library catalogs as brand artifacts in the context of two ancient libraries: the Library of Alexandria and the library of the Temple of Horus at Edfu, Egypt. Drawing on Pierre Bourdieu’s concept of symbolic capital and brand theory, this research argues that the catalogs of these two institutions functioned as early branding instruments. The Pinakes, the catalog of the Library of Alexandria, projected a brand of universal knowledge and intellectual prestige, and the inscribed wall catalog at Edfu reflected a brand focused on sacred authority and the sustaining of cosmic order (Ma'at).  Together, they illustrate two opposing …

An Unsolved Theft, Tim Pyatt

Library Philosophy and Practice (e-journal)

This article explores the mysterious theft of Civil War narratives from the libraries of the University of North Carolina and Duke University in the late 1970s while the author was an undergraduate at Duke. Using records preserved in the Duke University Archives and personal accounts, the author pieces together how the theft was discovered and the investigation was conducted. Potential suspects included the notorious thieves James Shinn and Stephen Blumberg as well as individuals identified during the investigation. The secrecy around the investigation as well as the effort to protect institutional reputation may have ultimately led to the theft never …

Assessing The Effect Of Chromolaena Odorata On Maize (Zea Mays L.) Growth And Yield In The Semi-Deciduous Forest Zone Of Côte D’Ivoire, Roger Bayala, Lisette Zeh Tokpa, Firmin Kouamé Konan, Kouamé Emile Ange Brou, Ambroise Casimir Laopé Siene, Pauline Amanko Ndouba, Nathanael A. Bogie, Sabas Sadaiou Yao Barima

Faculty Research, Scholarly, and Creative Activity

Chromolaena odorata is a dominant pioneer species in the successional vegetation following deforestation in humid and sub-humid tropical regions. Despite its prevalence, the specific interactions between C. odorata and subsequent food crops remain poorly characterized. This study aimed to evaluate the influence of C. odorata on the growth and yield of maize (Zea mays L.) under varying nutrient regimes. The experiment employed a randomized complete block design to assess the interaction between shrub presence (present vs. absent) and fertilization (0 or 1× the recommended N–P–K rate). The results indicated that the presence of C. odorata significantly increased maize height, stem …

Disaster Preparedness, Prevention And Management In Lagos State University Library, Mausi A. Bokoh, Sophia V. Adeyeye Dr, Oluwaseun Adeola Abiodun-Asanre, Mrs

Library Philosophy and Practice (e-journal)

Disasters pose significant threats to human lives, infrastructure, and national socioeconomic development. Effective disaster preparedness, prevention, and management are therefore vital for mitigating their impact and ensuring continuity of operations. This study examined disaster preparedness, prevention, and management practices at Lagos State University Library. A survey research design was adopted, and data were collected through a structured questionnaire covering key aspects of disaster management. Frequency counts, percentages, mean, and standard deviations were used to analyze data.  The findings revealed that the library employs basic preventive strategies such as turning off electricity after work hours and ensuring timely evacuation during emergencies. …

Freedom Of Thought And Speech: Charles C. Burleigh And The Refraction Of Quaker Principles In Abolitionist Non-Violence, Jennifer Rycenga

Faculty Research, Scholarly, and Creative Activity

Charles C. Burleigh (1810-1878), an important American Abolitionist speaker, agent, and theorist, was also an advocate for non-violent resistance. He had many opportunities across his 30+ years fighting slavery to test his non-violent principles, due to mob violence against Abolitionist gatherings. At some of the most significant of these events, such as the destruction of the Abolitionist's Pennsylvania Hall in 1838, Burleigh witnessed the strength and resolve of African-American and white women in upholding non-violence and moral suasion.

While Burleigh never became a member of the Society of Friends, his life and thought run parallel to ideas and practices of …

Dealing With Generation Z (Gen Z) Library Users In Information Services Provision: The Challenges Before Nigerian Public University Libraries, Inemesit Udom Udoh

Library Philosophy and Practice (e-journal)

Generation Z are today’s bubbling population in various organizational settings, including students in the institutions of higher learning, with diverse information needs and expectations. This study examined the challenges of dealing with Generation Z (Gen Z) library users in information services provision in Nigerian public university libraries. It adopted a mixed methods research design of quantitative and qualitative types, with a population of four hundred and one (401) professional librarians from 8 public university libraries. A sample size of 205 professional librarians was selected using proportionate stratified random sampling technique. Data were collected with structured questionnaire, semi-structured interview and observation …

Demand And Capacity Management Of Runway Systems: A Review, Hao Jiang, Weili Zeng, Hainuo Zhou, Yannan Lu, Yuheng Chen, Wenbin Wei

Faculty Research, Scholarly, and Creative Activity

Runway systems serve as the critical interface between airports and terminal airspace, and their efficient operation is essential for balancing air traffic demand and airport capacity. With the continuous growth of air traffic, intelligent runway demand and capacity management has become increasingly important for mitigating congestion and delays. This paper presents a comprehensive review of runway capacity–demand management from both supply-side and demand-side perspectives. On the supply side, runway configuration selection is reviewed, including runway configuration capacity envelopes, influencing factors, and existing optimization methodologies, such as prescriptive models, descriptive models, and reinforcement learning approaches. On the demand side, flight runway …

Academic Library Staff And The Use Of Social Media: Survey Of Academic Library Staff At Pakpatan And Sahiwal City., Dr.Shahid Mehmood Dr., Muhammad Faisal Mr., Ahmad Nawaz Dr, Bakht Yar Zafar Mr., Whaid Buksh Mr.

Library Philosophy and Practice (e-journal)

The research libraries have benefited a lot with the aid of the social networking sites and this can hardly be overestimated. Due to the spread of the information technology in the university libraries, the user’s expectations, the type of services that the library can offer and the role of the library staff have all been changed. The research objective in general was to be familiar with the extent of familiarity and comfort of Pakpatan City library and Sahiwal City library staffs in Pakistan with the social media. The method of descriptive surveying was used to obtain these findings. The sample …

Archeota, Spring/Summer 2026, Diane Curtis, Angela Brooks, Gaby Stephenson, Nana Turkson, Siera Milton Beal, Charlene Hardin, Lola Jalbert, Emily Stockton, Ryan Martin

Archeota

Archeota is a platform for SJSU iSchool students to contribute to the archival conversation. It is written BY students, FOR students. It provides substantive content on archival concerns and issues and promotes professional development in the field of archival studies. Archeota upholds the core values of the archival profession. Contents: “It’s Virtual, Baby!!”: Creating a Secure Digital Space for an At-risk Community Archives Online Conference by Diane Curtis, My Experience as a MARA Student at Queer History South 2026 by Ryan Martin, AI and Digital Leadership: Transforming Libraries, Archives and Museums for the Future by Angela Brooks, The Threshold …

Exploring The Scales And Drivers Of Blue Transitions Of Marine Wild-Capture Fisheries To Mariculture In California, U.S.A, H. E. Froehlich, M. Rennick, R. R. Gentry, H. R. Lemoine, L. Gardner, S. E. Lester

Faculty Research, Scholarly, and Creative Activity

Commercial capture fisheries worldwide are susceptible to perturbations and sudden declines, also known as shocks. While management reforms and diversification within wild fisheries have provided some stability, it is less clear how parallel sources of seafood production, such as aquaculture, fit into these dynamics, past and present. Marine aquaculture (mariculture) is one way to increase seafood supply as demand increases and fisheries landings potentially become more variable. This study examined historical trends in marine fisheries and mariculture in the state of California, U.S.A., with an aim to empirically understand local ‘blue transitions’, i.e. shifts from wild to farmed production. Using …

Building Bridges: The Reference Interview As A Mechanism For Social Capital In School Libraries, Jessica M. Lilly

Learning Hub

Building Bridges: The Reference Interview as a Mechanism for Social Capital in School Libraries

Abstract

School librarians occupy a unique position within schools, interacting across all stakeholder groups and serving as a conduit between students, teachers, administrators, and the broader learning community. This article examines the reference interview not merely as a transactional information-retrieval tool but as a relational practice through which school librarians generate, sustain, and distribute social capital. Drawing on the foundational theories of Putnam (2000), Coleman (1988), and Bourdieu (1986), and on the reference transaction model grounded in Jesse H. Shera's foundational work (Coleman et al., …

Users’ Searching Preferences In Accessing The E-Library Resources Of The Federal University Of Lafia, Nigeria, Alice Olije Odu, Samuel Otsonu Aboh, Olumide Johnson Akanmidu, Grace Sewuese Ape

Library Philosophy and Practice (e-journal)

Online information activities in the academic environment keeps getting better and easier thanks to the internet that forms part of regular source of connection between users and other information resources. Access to e- library resources are normally via computers and mobile technologies using local network or the internet connection. This makes searching from e-library resource more appealing to academic library users. However, libraries still experiencing low users’ patronage with the e-resource collection, hence this study is undertaken to ascertain the searching preference by the Students of the Federal University of Lafia to help devise better ways of meeting their information …

Constitutional Inferences On Emerging Technologies: Analyzing Government Overreach, The Fourth Amendment, And Democratic Process In The Age Of Artificial Intelligence, Alan To

McNair Research Journal SJSU

The rapid adoption of artificial intelligence (AI) and machine learning (ML)

technologies by federal agencies presents novel constitutional questions that

existing legal doctrine has not yet adequately addressed. This paper

examines the emerging constitutional dimensions of the 2026 conflict

between Anthropic and the Department of Defense (DOD), in which the

Pentagon demanded unrestricted use of Anthropic's AI model Claude for

domestic mass surveillance and autonomous weapons systems, ultimately

designating Anthropic a supply chain risk when the company refused.

Drawing on three salient constitutional frameworks, specifically the Fourth

Amendment doctrine established in Kyllo v. United States (2001) and

Carpenter v. United …

Words Can Hurt: A Review Of Racial Microaggressions And Their Effects On Cortisol Level, Edgar Perez-Lopez

McNair Research Journal SJSU

The study examines the impact of racial microaggressions on cortisol levels,

highlighting inconsistent findings across various research methodologies.

Microaggressions--subtle discriminatory actions--are linked to stress and

can raise cortisol levels, a hormone released in response to stress. Some

studies suggest that frequent microaggressions blunt cortisol response,

making it less available for future stressors, while others reported increased

cortisol levels. The divergence in results may be due to differences in

research designs, such as cross-sectional, interpersonal research, or

nomothetic, versus longitudinal, intrapersonal research, or idiographic

approaches. Combined, the results of each type of research proves chronic

and acute impact of microaggressions. The …

Platonic Affection, Philia, And Trans-Philosophy, Kai Parker

McNair Research Journal SJSU

In this article, I review the heteronormative social conventions of cisgender

men and women's abilities to build and maintain friendships vis-.vis

traditional Western gender roles. It divides the philosophical concept of

Plato’s “platonic love” as fully realized Eros from the basic social

interpretation of “platonic” relationships as connections devoid of sexual or

romantic feelings. Aristotle's definitions of friendship, divided into the three

categories of pleasure, utility, and virtue, are compared to friendships

cisgender men and women form with others of the same orientation. Men's

friendships are found to more often fall into friendships of utility and

pleasure, while women's friendships …

Full Issue

McNair Research Journal SJSU

No abstract provided.

Explainable Multi-Agent Llm Framework For Phishing Email Detection Via Role-Specialized Evidence Decomposition, Tanya Yadav, Mohammad Masum

Faculty Research, Scholarly, and Creative Activity

Phishing email remains a persistent and operationally critical cybersecurity threat, yet existing detection approaches, including traditional machine learning and single-pass large language model systems, either lack native interpretability or provide explanations that are difficult to standardize and audit. This paper introduces an explainable multi-agent LLM framework that decomposes phishing evidence across three role-specialized agents focused on linguistic patterns, psychological manipulation, and sender identity consistency. The framework then aggregates specialist outputs through schema-governed synthesis, enabling each intermediate and final decision to be structured, comparable, and auditable. The central contribution is the treatment of role-specialized evidence decomposition and explanation structure as first-class …

Conceptual Thermal Constraints On The Growth Of The First Tree On A Terraformed Mars, Agnieszka Wendland, Piotr Pałka, Robert Olszewski, Alison F.C. Bridger, Melinda A. Kahre, Christian Körner, Christopher P. Mckay

Faculty Research, Scholarly, and Creative Activity

The environmental conditions on present‑day Mars are far outside the range tolerated by known complex terrestrial life. Conceptual climate studies have suggested that, in hypothetical terraforming scenarios, artificially enhancing the greenhouse effect could restore Mars to more habitable surface conditions. Early colonizing terrestrial life on a warming Mars would plausibly consist of lichens and high‑alpine or high‑arctic plants. Here, we consider a later, more demanding step and investigate the thermal conditions under which the first tree could, in principle, grow on the Martian surface. Based on empirical treeline studies, we adopt thermal thresholds for a representa‑ tive high‑elevation conifer: a …

Enhancing Sustainability And Durability In Asphalt Pavements: Evaluating The Impact Of Low-Carbon Sulfur Polymer Modifiers And Reclaimed Asphalt Pavement, Mohammad Doroudgar, Shadi Saadeh, Elham Fini

Mineta Transportation Institute

The asphalt industry faces major challenges, including the need for pavements that last longer and are more sustainable, as traditional asphalt production is costly and has a high environmental impact. To address this, researchers have been exploring modified asphalt binders such as rubber, charcoal, and waste cooking oil, which have shown promise in extending the lifespan, resistance to deformation, and durability of asphalt pavements. In addition, governments and industries are investing in the use of recycled and “green” materials to reduce the carbon footprint and environmental degradation of conventional asphalt mixtures. Building on this momentum, this study investigates the performance …

Role Of Libraries As Sources Of Information On Organic Farming In Oyo State Nigeria, Sobalaje Adewale Joel A. J, Oyetola Solomon Olusegun S. O, Ayano Kekinde Oluwaseun K. O.

Library Philosophy and Practice (e-journal)

ABSTRACT: This study provided the role of libraries as sources of information on organic agriculture to the farmers in Oyo State, Nigeria. Organic agriculture/farming is the process of producing food naturally. Two hundred (200) questionnaires were distributed for administration, but only one hundred and eighty-five (185) questionnaires were returned, representing 92.5%, and were found useful for this study. The Statistical Package for Social Sciences (SPSS) was used to analyse the returned questionnaires. The data was analysed using frequency tables, simple percentages, and regression analysis tests for dependent and independent variables. The study discovered that 90.8% of the respondents used …

A Framework For Enhancing Utilization Of Library Electronic Resources In Higher Institutions Of Learning, Niyonsaba Innocent, Atuha Peter, Natukunda Elizabeth, Arahe Turahe Glorious

Library Philosophy and Practice (e-journal)

Abstract

Electronic resources are now essential for teaching, learning, research and dissemination of knowledge in higher institutions of learning. Although many universities have invested heavily in digital collections, databases, electronic journals, electronic books, institutional repositories, and online reference services, the use of these resources is not as high as expected in many universities, especially in developing countries. Low awareness, lack of information literacy skills, limited technological infrastructure, poor internet connectivity, lack of training, and weak institutional support continue to impede the effective use of electronic resources. This is a review paper that explores the current state of electronic resource utilization …

Redefining The Norms: An Interdisciplinary Perspective On Language Testing In Multilinguals With Acquired And Progressive Neurogenic Disorders, Alessa Hausmann, Adolfo M. García, Ana Sofia Costa, Arpita Bose, Boon Lead Tee, Claudia Rivera-Fernandez, Eduardo Europa, Gitit Kavé, Jee Eun Sung, Maira Okada De Oliveira, Mandy Wigdorowitz, Maria Garraffa, Maria Teresa Carthery-Goulart, Michael J. Kleiman, Naama Friedmann, Samir Diouny, Sanne Franzen, Sofia Toniolo, Stephanie Grasso, Thomas H. Bak

Faculty Research, Scholarly, and Creative Activity

Accurate language assessment is essential in clinical and research contexts. However, most assessment tools and questionnaires have been developed within monolingual frameworks, overlooking the particularities of the vast multilingual population and, thus, often leading to misdiagnosis and inequitable care. Here, we examine the limitations of monolingual-centric approaches to language testing in multilinguals with acquired and progressive neurogenic disorders and explore the implications of multilingualism across linguistic, cognitive, neural, clinical, and sociocultural domains. We also address the need for technological innovation and theoretical refinement to better accommodate linguistic diversity in healthcare. Ultimately, we advocate for a nuanced, equitable, and culturally sensitive …

User Interaction, Service Effectiveness And Digital Resource Utilization In Private University Libraries Telangana State: An Empirical Study, Chandra Chary Sreeramoj, Sadik Batcha Dr. M.

Library Philosophy and Practice (e-journal)

The purpose of this study is to observe the operational design, cognizance levels, complications faced and complete fulfillment of users regarding numerical resources in designated private university libraries in the state of Telangana. The study predominantly emphasizes on graduates, postgraduates, research scholars, and faculty members of Malla Reddy University and S.R. University. The study adopted quantitative descriptive design, and data were collected by means of a Google Form survey, resulting in 1796 legal valid responses. The examination included descriptive statistics, Chi-square tests and ANOVA to classify variances across different user groupings. The outcomes reveal that most respondents are mindful of …

Assessment Of The Status Of Open Access Publications In Central Universities Of India: A Review Of Literature, Gulam Jilani, Swapna Banerjee

Library Philosophy and Practice (e-journal)

Unrestricted access to research outputs and increased exposure and distribution of academic information are two benefits of Open Access (OA) publication, which has emerged as a revolutionary method to scholarly communication. With an emphasis on its economic models, international and Indian publishing trends, institutional activities, regulations, and researcher attitudes, this study explores the literature on open access publishing. The paper examines many OA models, such as gold, green, hybrid, bronze, and diamond access, emphasizing their benefits, drawbacks, and implications for the fair distribution of information. The expansion of open access publication in India and throughout the world is also covered, …

Non-Negotiable Responsibilities Of Librarians Despite The Presence Of Generative-Ai Powered Chatbots: An Overview, Emmanuel Chidiadi Onwubiko

Library Philosophy and Practice (e-journal)

The presence of AI-Chatbots as linguistic models of Generative AI is one that has sent cold in the spines of librarians for the fear of the unknown.  Against this backdrop, it is received with mixed feelings.  To some librarians, it poses threats to their traditional responsibilities hence the fear of losing their jobs.  This paper conceptualizes the place of generative-AI Chatbots in libraries and their limitations, identifying some non-negotiable responsibilities of librarians regardless of the emergence of AI-Chatbots as well as clearing some doubts as expressed by librarians by reconciling the impacts of Chatbot and how librarians can leverage the …

Benchmarking Academic Knowledge Hubs: A Comparative Assessment Of Nirf Ranked Indian University Library Portals, Sheel Bhadra Yadav Dr., Vinit Kumar Dr.

Library Philosophy and Practice (e-journal)

University library portals have become important digital gateways for accessing academic information and services. This study examines the current status of library portals of the top 100 universities ranked under the National Institutional Ranking Framework (NIRF) in India. A structured evaluation framework was used to analyze the content and services available on these portals. The framework was developed through expert responses from library and information science professionals and validated using statistical methods. The analysis was conducted using a weighted checklist covering five major categories: general information, library collections, e-resources, library services, and social networking features. Data were collected through systematic …

The Shrinking Caspian Sea: Eco-Hydrological Responses To Human And Climate Pressures, Jesse Duku, Mohammad J. Tourian, Marzi Azarderakhsh, Rovshan Abbasov, Ali Mehran, Ali Torabi Haghighi, Stefanos Xenarios, Azara Boschee, Salih Babagiray, Mojtaba Sadegh, Nima Shokri, Ali Nazemi, Alireza Farahmand, Samaneh Ashraf, Temur Khujanazarov, Elmira Hassanzadeh, Dalal Najib, Daniel Placht, Shamshagul Mashtayeva, For Full Author List, See Comments Below

Faculty Research, Scholarly, and Creative Activity

The Caspian Sea, the Earth's largest inland water body, faces water level decline, drawing comparisons to the collapse of the Aral Sea. Unlike the Aral Sea, the relative roles of climatic variability, hydrological changes, and anthropogenic pressures on the Caspian Sea remain poorly understood. Here, we integrate satellite observations, in situ hydrological records and reanalysis data to examine recent drivers of the Caspian water loss. We show that total river inflow to the Caspian Sea has declined significantly, primarily due to reduced discharge from the Volga River. At the same time, precipitation over the basin has remained broadly stable, while …

The Impact Of Social Media Use For Service Delivery By Library Personnel In Nigeria., Jamiu Adewale Abdulsalam, Soliudeen Idowu Sanni, Shasil Adedoyin Opoola

Library Philosophy and Practice (e-journal)

This study examined how social media is impacting service delivery by the library personnel in two universities of Ogun State, Nigeria. A descriptive survey design, correlational type was followed and a total enumeration sampling technique was applied to get all 105 members of the library staff from the two selected universities. Data were gathered using a structured questionnaire, which was developed to capture the social media patterns of users and service delivery. Descriptive statistics (frequency counts, percentages, means, and standard deviations) and inferential statistics (Pearson correlation) were used for data analysis. It was found that the most common library services …

Performance Comparison Of Machine Learning Across Metal, Cuda, And Software-Based Neuromorphic Simulation, Ryan Saini, William B. Andreopoulos

Faculty Research, Scholarly, and Creative Activity

Machine learning’s computational demands necessitate optimal performance and utilization across diverse hardware architectures. This research compares computing as spiking neural networks (CSNNs, or simulated neuromorphic computing) and regular CNNs on Apple Silicon M3 Pro with Metal Performance Shaders (MPS), and NVIDIA RTX 3070 GPU with CUDA. We run Convolutional Spiking Neural Networks (CSNNs) and traditional CNNs on two datasets (frame-based CIFAR-10; and sequential event-based DVS) to evaluate the suitability of neural net architectures and platforms for different data problems. For both CSNNs and traditional CNNs, Apple Silicon with MPS delivers better energy efficiency but longer processing times for training and …