Digital Commons Network^™

Managing Virtual Work: An Integrative Framework For Human Resource Management, Tobias Blay, Fabian Jintae Froese, Sumita Raghuram, Bradford S. Bell, Agnes Bäker

Faculty Research, Scholarly, and Creative Activity

Virtual work has become a defining feature of contemporary organizations, yet Human Resource Management (HRM) scholarship lacks an integrated understanding of how it should be managed. We address this disconnect by shifting the focus from individual and team experiences to the organizational management of virtual work through HRM. We conceptualize virtual work and organize prior research along four dimensions: spatial, temporal, technological, and employment relationship. Building on this, we develop an integrative framework based on two axes, the degree of virtuality and the nature of the employment relationship, from which four forms of virtual work emerge and between which organizations …

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 …

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 …

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 …

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 …

The Relationship Between Gender, Platonic Physical Affection, And Interpersonal Sensitivity, Mariam Malik

McNair Research Journal SJSU

Interpersonal sensitivity (IS), also known as emotional maturity or empathy,

is characterized by recognizing emotions and displaying empathy, which

are important social skills. Understanding the factors that are associated

with interpersonal sensitivity can provide the foundation for research

revolving around improving interpersonal sensitivity, and in turn,

improving social skills. Platonic physical affection (PPA), such as holding

hands and hugging, is a social variable often associated with those close to

one another (e.g., friends and family). However, the exhibition and

receptivity to this social variable may differ across cultures and genders.

This study aimed to see if there is a relationship …

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 …

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 …

Revisiting Representation Learning For Natural Language Processing From The Fundamentals For Misinformation Detection, Vishnu S. Pendyala

Faculty Research, Scholarly, and Creative Activity

While existing language embeddings achieve high accuracy on benchmark tasks, recent studies suggest they often struggle to distinguish true from false statements. This work argues that new representation learning and aggregation strategies are needed, especially those that adapt to misinformation's evolving patterns and incorporate explainability. As a first step, we explore two directions: (1) aggregation strategies inspired by signal processing, where word embeddings are transformed into spectrogram-like representations for classification to overcome context window limitations, and (2) future extensions using dynamic neural architectures such as Neural ODEs, Liquid Time-Constant Networks (LTCs), Kolmogorov-Arnold Networks (KANs), and Legendre Memory Units (LMUs). Preliminary …

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

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 …

Reshaping Academic Libraries As Dynamic Partners And Knowledge Hubs For Research Productivity And Professional Development For Academics, Abdullahi Olayinka Isiaka, Benjamin Adebisi Bamidele, Adelani Rotimi Ibitoye, Abdullahi Adebola Yusuf, Kaliat Oyindamola Abdulwahab, Ajeigbe Emmanuel Afolami, Ifelayo Esher Bamidele

Library Philosophy and Practice (e-journal)

Academic libraries have long been regarded as repositories of knowledge, but their roles are rapidly evolving to meet the growing demands of research productivity and professional development among academics. This paper explores how libraries are transforming into dynamic partners and knowledge hubs to facilitate access to resources, tools, and services that enhance research output and academic growth among academics. This study adopted a survey design approach. The population of this study is all the 86 academic librarians from the nine university libraries in Kwara State. Total enumeration sampling technique was used and data were collected via questionnaire from the respondents. …

Teaching Inquiry As Conversation: Bringing Wonder To Life, Barbara K. Stripling, Darryl Toerian

Learning Hub

In Teaching Inquiry as Conversation, Barbara Stripling and Darryl Toerien invite school librarians, classroom teachers, and education leaders into a deeper conversation about what inquiry can make possible for learners. Building on the Stripling Model of Inquiry and Toerien’s FOSIL framework, the book presents reflective inquiry as more than an academic process. It is a whole-child approach that helps students develop curiosity, identity, cultural responsiveness, voice, agency, and lifelong learning skills.

In their ALiVE! Library Project interview with Dr. David Loertscher, Stripling and Toerien discuss inquiry as a communal process of coming to know and understand the world. Their …

What To Expect When You’Re Expecting Passenger Rail: How Central Valley Communities Are Preparing For High-Speed Rail, Josephine K. Hazelton-Bpyle, Naomi Bick

Mineta Transportation Institute

Approved by California voters in 2008, the California High-Speed Rail (CAHSR) project is a planned 800-mile rail corridor across California aimed at delivering intercity passenger rail service to the state’s largest metropolitan areas. This was the first voter-approved high-speed rail project in the United States and remains one of its most contentious. The first phase of the project’s construction is currently underway in California’s Central Valley, including many communities that initially opposed CAHSR. While supporters champion increased connectivity and the provision of environmentally sustainable transportation alternatives, critics contend the project’s benefits will not outweigh its environmental costs and economic disruptions. …

Ultra Fast Calorimeter Simulation With Generative Machine Learning On Fpgas, P. Alex May, Qibin Liu, Julia Gonski, Benjamin Nachman

Faculty Research, Scholarly, and Creative Activity

Computationally expensive, high-accuracy detector simulations are a major bottleneck for many particle physics experiments such as those at the Large Hadron Collider (LHC) as well as those planned for future colliders. This challenge has motivated the development of fast generative machine learning based surrogates. We present a hardware-aware variational autoencoder model for fast calorimeter simulation that is designed specifically for field programmable gate array (FPGA) deployment, offering faster and lower power inference capability. Quantization aware training and other compression techniques are applied to respect the resource constraints of a single FPGA. The synthesized implementation of the VAE decoder achieves sub-millisecond …

An Analysis Of Public Library Services For The Tribal Community In Rayalaseema Region With A Special Reference To Healthcare And Hygiene, P Ramu Naik Mr, V. K. Dhanyasree Dr

Library Philosophy and Practice (e-journal)

Public libraries have long been recognised as critical societal institutions, serving as information, education, and community engagement centres. In the context of tribal communities, their role in disseminating health information is particularly significant. Tribal populations often face unique health challenges and disparities, making access to accurate and reliable health information vital to their well-being. This study examines the pivotal role that public libraries play in disseminating health information to tribal people. The study is conducted among 13 branch libraries in the tribal areas of Rayalaseema region. A structured questionnaire was used for the survey. The results show that even though …

Cloud-Based Ai Framework For Ev Charging Forecasting And Infrastructure Optimization, Jerry Gao, Neeraja Abhinav Buch, Thuan Chau, Yumeng Sheng, Rong Wang, Siri Kadalbal

Faculty Research, Scholarly, and Creative Activity

The growing use of electric vehicles (EVs) has created a strong need for smart, data-driven charging management systems that can support large-scale and sustainable infrastructure. This study introduces a modular cloud-based framework that combines artificial intelligence and machine learning to provide predictive insights for energy demand and station expansion. The system mainly consists of two complementary models. The first is an AutoRegressive Integrated Moving Average (ARIMA) model that forecasts charging energy demand using transactional data from Palo Alto. The second is a Light Gradient Boosting Machine (LightGBM) model that predicts optimal charging-station locations using spatial data from the U.S. Department …

Evaluation Of Spontaneous Awakening And Breathing Trials Prior To Mechanical Ventilator Extubation To Enhance Intensive Care Unit Liberation, Shelby Taranto

Doctoral Projects

Spontaneous Awakening and Breathing Trials (SAT/SBT) might be central to early extubation by decreasing total ventilator time and reducing the intensive care unit (ICU) length of stay (LOS). Unfortunately, these trials often have not been conducted consistently in the ICU. The purpose of this research was to evaluate the frequency of SAT/SBT performed prior to mechanical ventilator extubation on total ventilator time in hours and LOS. Quality improvement aims were: (1) to ascertain if an extubation readiness tool could be easily followed and documented, and (2) to evaluate if an extubation readiness tool would add value in clinical practice. A …