Digital Commons Network^™

Compendia: Automated Visual Storytelling Generation From Online Article Collection, Manusha Imesh Karunathilaka Gamage Vidana, Litian Lei, Yiming Gao, Yong Wang, Jiannan Li

Research Collection School Of Computing and Information Systems

In the digital age, readers value quantitative journalism that is clear, concise, analytical, and humancentred. To understand complex topics, they often piece together scattered facts from multiple articles. Visual storytelling can transform fragmented information into clear, engaging narratives, yet its use with unstructured online articles remains largely unexplored. To fill this gap, we present Compendia, an automated system that analyzes online articles in response to a user’s query and generates a coherent data story tailored to the user’s informational needs. Compendia addresses key challenges of storytelling from unstructured text through two modules covering: Online Article Retrieval, which gathers relevant articles; …

Evaluating Large Language Models For Line-Level Vulnerability Localization, Jian Zhang, Chong Wang, Anran Li, Weisong Sun, Cen Zhang, Wei Ma, Yang Liu

Research Collection School Of Computing and Information Systems

Recently, Automated Vulnerability Localization (AVL) has attracted growing attention, aiming to facilitate diagnosis by pinpointing the specific lines of code responsible for vulnerabilities. Large Language Models (LLMs) have shown potential in various domains, yet their effectiveness in line-level vulnerability localization remains underexplored. In this work, we present the first comprehensive empirical evaluation of LLMs for AVL. Our study examines 19 leading LLMs suitable for code analysis, including ChatGPT and multiple open-source models, spanning encoder-only, encoder-decoder, and decoder-only architectures, with model sizes from 60M to 70B parameters. We evaluate three paradigms including few-shot prompting, discriminative fine-tuning, and generative fine-tuning with and …

The Holistic Healing Source Scholarly Anthology Volume 1 (2026), Kimberly Johnson

Psychology: Faculty Publications

• Breaking Generational Curses: The Struggle of Achieving Peace and Prosperity Coming from an Under-Resourced Family: Explores the biological and systemic barriers marginalized families face, offering strength-based frameworks for breaking cycles of poverty and trauma.

First Generation College Students And The Factors That Impact Their Degree Completion, Kimberly Johnson

Psychology: Faculty Presentations

The phenomenological study explored the lived experiences of seven first-generation college graduates to identify the key factors driving their undergraduate degree completion. Using Tinto’s (1975) dropout theory as a framework, the research highlights the critical roles of institutional belonging and external support systems. Academic Factors: High-school preparatory classes significantly aided in the transition to higher education. Social Factors: Supportive faculty and having a strong sense of belonging to the institution were vital for retention. Cultural Factors: Robust encouragement from family, friends, and community members directly impacted success.

Patenty W Polskim Systemie Innowacji, Krzysztof Klincewicz

Monografie/Monographs

Monografia prezentuje kompleksową analizę aktywności patentowej w Polsce, skoncentrowaną na badaniach dotyczących doświadczeń ostatnich lat, ale osadzoną w szerszym kontekście historycznym i geograficznym. Autor podejmuje próbę zrozumienia dynamiki polskiego systemu innowacji, uwarunkowań powstawania i ochrony własności przemysłowej, a opierając się na danych empirycznych analizuje specyfikę patentowania w Polsce oraz eksploruje zmienne, które mogą mieć związek z aktywnością patentową.

Patents in the Polish Innovation System

This monograph presents a comprehensive analysis of patent activity in Poland, focusing on research into recent years' experiences while embedding them within a broader historical and geographical context. The author seeks to understand the dynamics of …

Reliability Of Staged Maximal Aerobic Capacity Protocol Using A Combined Upper- And Lower-Body Air-Braked Ergometer, Jack J. Livingston

Graduate Studies Theses and Dissertations 2026

Maximal oxygen uptake (VO₂max) is widely recognized as the preeminent measure of aerobic capacity and is typically assessed using graded exercise testing (GXT). This study examined the test–retest reliability of VO₂peak and associated physiological responses during a staged GXT performed on a combined upper- and lower-body air-braked ergometer. Fifteen recreationally active adults (9 males, 6 females; age: 26.9 ± 7.2 years; body mass: 75.1 ± 11.0 kg) completed one familiarization session and two trials separated by ≥72 hours. Participants performed a staged GXT (40 RPM start, +3 RPM every 3 min to exhaustion) on a combined upper- and lower-body air-braked …

Advances In Active And Passive Integrated Photonic Devices On Thin-Film Lithium Niobate, Pooja S. Kulkarni

Graduate Studies Theses and Dissertations 2026

Thin-film lithium niobate (TFLN) has emerged as a powerful platform for integrated photonics, combining the exceptional electro-optic, nonlinear, and optical properties of bulk lithium niobate with the scalability and compactness of planar nanophotonic technologies. Building on these principles, advanced device architectures such as adiabatic dichroic filters have demonstrated exceptional spectral performance spanning over two octaves of bandwidth on the TFLN platform. Beyond reciprocal devices, it also offers promising pathways toward integrated nonreciprocal components. By leveraging broadband filtering structures and advanced nonlinear photonic design strategies, compact and monolithic optical isolators can be envisioned without relying on traditional magneto-optic materials. In the …

Perspectives Of Poetry: Peering Into Poetry And Aphasia, Kristian M. Perez

Graduate Studies Theses and Dissertations 2026

People with aphasia often experience significant barriers to communication, emotional expression, and participation in meaningful life activities following stroke or neurological injury. Although poetry and creative expression have been explored in broader therapeutic contexts, limited research has examined how people with aphasia perceive poetry. The purpose of this qualitative study was to explore the perspectives of people with aphasia regarding definitions of poetry, level of interest in poetry and the factors influencing said interest. Semi-structured interviews were conducted with adults with aphasia recruited through convenience sampling. Participants responded to questions before and after exposure to the poem Trust by Mark …

Discrete Element Modeling Of Granular Soils: Critical State Behavior Applied To Impact Pile Driving, Esteban Patino Marin

Graduate Studies Theses and Dissertations 2026

This thesis investigates the use of the Discrete Element Method (DEM) to study two complementary aspects of granular soil mechanics: critical state behavior of granular materials and dynamic response of driven piles in sand, both of which are governed by the same particle-scale mechanisms of dilation, contraction, and fabric evolution.

The first examines the critical state behavior and fabric anisotropy of granular soils through DEM simulations of direct shear, direct simple shear, and true triaxial tests. Sphere-cluster particles representative of a uniform sand are used in two assemblages of approximately twenty-five thousand and one hundred twenty-five thousand spheres to evaluate …

“I Call For The Resurgence And Reclamation Of Our Indigenous Ways”: Institutional Landscapes, Resistance, And The Experiences Of Mmir Advocates, Sara Tehrani

Graduate Studies Theses and Dissertations 2026

Indigenous Peoples across Turtle Island experience disproportionately high rates of violence and homicide compared to other racial groups. Rooted in coloniality and sustained by Western institutions, this epidemic is recognized as the Missing and Murdered Indigenous Relatives (MMIR) crisis. In response, Indigenous women have mobilized the MMIR Movement to raise awareness and advocate for institutional change. Although scholarship on MMIR has expanded, limited research has explored the experiences of MMIR advocates. This study interrogates the institutional landscapes that shape MMIR advocacy and explores the resistance strategies advocates employ to address the crisis. Using reflexive thematic analysis, this study examines semi-structured …

M-Type Star Spectral Analysis: Sco Line List Including The B²Σ⁺-X²Σ⁺ Band System, Léo Lavy, Jacques Liévin, Peter F. Bernath

Chemistry & Biochemistry Faculty Publications

An analysis of the B²Σ⁺ − X²Σ⁺ band system of ⁴⁵Sc¹⁶O is presented. ScO was excited in a hollow cathode discharge, and its Doppler-limited resolution spectrum was measured with a Fourier transform spectrometer. The spectroscopic constants of the B²Σ⁺ state with v ≤ 3 are reported, and equilibrium constants are derived. Ab initio transition dipole moment functions are calculated for the A²Π − X²Σ⁺ and B²Σ⁺ − X²Σ⁺ transitions and scaled using lifetime measurements. We report new line lists of hyperfine-resolved transitions for ⁴⁵Sc¹⁶O with recalculated Einstein A coefficients and oscillator strengths of the …

Global Characterization Of Stratospheric Sulfate Aerosols By The Atmospheric Chemistry Experiment (Ace), Peter Bernath, Manish Bhusal, Michael Lecours, Chris Boone

Chemistry & Biochemistry Faculty Publications

Stratospheric sulfate aerosol (SSA) is an important part of the Earth's climate system. SSA climate impact is determined in part by particle composition, which has been measured from orbit. The weight percent of sulfuric acid in SSA has been determined from atmospheric infrared transmittance spectra recorded with the Atmospheric Chemistry Experiment Fourier Transform Spectrometer (ACE-FTS) in limb geometry using the Sun as a light source (solar occultation). The global average SSA composition varies from about 50 to 80 percent with lowest values during the Antarctic winter. Atmospheric extinction at a wavelength of 1 μm was included in the analysis to …

Carbamate-Functionalized N-Acetyl-D-Glucosamine Derivatives For Gel Formation And Chemiluminescent Properties Of Their Metallogels, Pooja Sharma, Pramod Aryal, Richard Chen, Alice Mao, Guijun Wang

Chemistry & Biochemistry Faculty Publications

Sugar-based low-molecular-weight gelators are an interesting and useful class of compounds due to their many applications. Several carbamate derivatives of _D-glucose and _D-glucosamine have been previously reported as effective gelators, demonstrating that the fine-tuning of molecular structures can have a profound influence on molecular assembling properties. In this study, a series of 12 3-O-carbamate derivatives of N-acetyl-_D-glucosamine were synthesized in short steps with several derivatives found to be organogelators. The derivatives were screened in 11 different solvents for their gelation properties. Among the series of synthesized compounds, ten derivatives showed gelation in at least one of …

Reconciliation, Draper Matthews

Theses and Dissertations

This thesis exhibition, Reconciliation, examines how memory, loss, and lived experience shape personal identity over time. Through sculptural works composed of cast, blown, and hot-sculpted glass combined with mixed media, the exhibition explores the pressures that life events place upon individuals and the ways those pressures persist, transform, and become integrated into the self. The work considers identity not as a fixed state but as a continual process of negotiation between past experiences, present circumstances, and future possibilities.

Central to the project is the material analogy between glass and human experience. Glass, a material formed under extreme heat and pressure …

The Thing About Stuff: Exploring Consumerism Through Contemporary Print, Collage And Self-Reflection, Alexandra Lee Cox

Theses and Dissertations

The Thing about Stuff is an exhibition of editioned prints and book forms that pertain to personal and societal contradictions under capitalism. I use a combination of collage, design, print, traditional research and writing to form a better understanding of my place in capitalism by redefining my participation in it. Historical and contemporary research in combination with self-reflection and artmaking assists in my exploration of consumerism through the lens of human-object relationships. This body of work translates my own material desire for an audience through intentional composition, limited color pallets and intentional display. The accompanying supportive statement focuses on the …

Toxic Culture In All-Star Cheerleading: A Qualitative Research Study, Jodie Fairbank

Theses and Dissertations

All-star cheerleading emerged in the late 1980s. It has grown exponentially over the last thirty years. Today, over 250,000 individuals participate in competitive cheer. The nature of this sport pushes elite athletes and has organizations worldwide. It incorporates stunting, dance, tumbling, and performance. In recent years, there have been numerous news stories, documentaries, and court cases that indicate that, behind all the glitter and excitement of the sport, there may be many instances of a toxic culture that is allowing the youth who participate in this sport to be susceptible to environments that may be detrimental to them in many …

Sidelining The Public, Anya Bernstein, Glen Staszewski, Wendy E. Wagner

Faculty Scholarship

This Article challenges the widely held view that Congress is the American government’s institution closest to the people, while administrative agencies are unaccountable and unresponsive. Providing a systematic, side-by-side institutional analysis, we compare the actual practices and capacities of these two institutions to engage affected publics in policymaking. We find that despite the democratic bona fides of an elected legislature, agencies possess superior capacities, more evolved practices, stricter rules, and stronger incentives for meaningful public engagement. Yet these capacities have been eroded—particularly over the last 50 years—by intensifying legal, political, and managerial obstacles. The Supreme Court and political actors have …

Hiring People In Organizations: The State And Future Of The Science [Review], Paul R. Sackett, Filip Lievens, Richard N. Landers

Research Collection Lee Kong Chian School Of Business

Here we review recent work in the personnel selection field. We open with two sections, the first focusing on meta-analytic validity research on well-established predictors and the second on new measurement approaches. These include moving from a holistic to a modular view of predictors; from face-to-face to asynchronous video interviews; from resumes to social media assessments; from multiple choice to constructed response; and to using artificial intelligence to develop, administer, and score tests, among approaches. We then review developments in estimating validity, including issues in correcting validity estimates for error of measurement and restriction of range. We address technical issues …

Brand Collaborations: Spillover Effects Of A Broadened Mind, Jin K. Han, Yong Seok Sohn, Bernd H. Schmitt

Research Collection Lee Kong Chian School Of Business

The current research focuses on the overlooked spillover implications of brand collaboration on downstream consumer decisions. The authors propose that brand collaborations create a broader consumer mindset, which can inadvertently encourage choices beyond the brand franchise. The authors identify collectionist behavior (i.e., the tendency to collect items from specific product lines) and time-induced construal level as moderators of this unintended negative downside effect. A retail field study and five laboratory experiments provide evidence for the effect, the underlying mindset mediator and the moderating conditions. We recommend that retailers and brand owners assess both positive and negative outcomes of brand collaborations …

Workplace Mistreatment: A Systematic Review Of Interventions And Future Research Agenda, Gillian Leake, Albert Amankwaa, Irene Elisabeth De Pater

Research outputs 2022 to 2026

Workplace mistreatment has garnered increasing attention from scholars and so has calls for research on interventions to prevent or reduce this phenomenon. However, there has been a lack of broad systematic approaches to studying interventions and existing reviews on workplace mistreatment interventions have predominantly focused on workplace bullying and incivility in the healthcare sector. To address these gaps and set an agenda for future interventions research, our review focuses on interventions for all forms of mistreatment and across industries and organizations. We reviewed 40 intervention studies from 38 articles finding a wide variety of interventions for specific forms of workplace …

Fall Prevention Interventions In Community-Dwelling Older People With Cognitive Impairment: A Systematic Review, Sumattana Glangkarn, Pelden Chejor, Rujira Nonsa-Ard, Kasama Wongprachum, Sirapat Khodseewong, Chaiwut Bourneow, Davina Porock

Research outputs 2022 to 2026

Introduction: Falls are a major health concern for older adults, particularly those with cognitive impairment. Many factors contribute to the risk of falls, making it a complex issue to manage. Aim: This systematic review aimed to identify and describe the implementation strategies used for fall prevention in community-dwelling older people with cognitive impairment. Eligibility criteria: The review included studies on fall prevention interventions for community-dwelling adults aged > 50 years with cognitive impairment. Eligible studies were primary research, including experimental, quasi-experimental, qualitative, and mixed methods designs, with detailed implementation strategies. Systematic reviews, protocols, editorials, opinions, commentaries, and conference papers were excluded. …

Making Their Community Proud: First-Generation Latinx Students' Participation In Clep, Michelle Van Beek, Abby Holland

Journal of College Access

This study explores the impact of earning Spanish CLEP credit on first-generation Latinx students' levels of self-efficacy, college-going mindset toward earning a post-secondary degree, and their perceptions of bilingualism. Study participants (n=47) were all enrolled or previously enrolled in a college access program in high school. All participants received the opportunity to take the Spanish CLEP exam. Participants (n=33) completed a pre/post survey, and a paired sample t-test showed self-efficacy, college-going mindset, and language perceptions remained neutral for participants. Five semi-structured group interviews (n=26) were conducted after the post-survey. Participants showed that earning Spanish CLEP credit impacted their way of …

Complete Issue, Christopher Tremblay, Patrick J. O'Connor Phd, Laura Owen, Moya Malcolm, Diana Camilo

Journal of College Access

No abstract provided.

Introductory Pages, Christopher Tremblay, Patrick J. O'Connor Phd, Laura Owen, Moya Malcolm, Diana Camilo

Journal of College Access

No abstract provided.

Reframing Narratives, Reclaiming Futures: Antiracist School Counseling And Black And Brown Girls In Stem, Renae D. Mayes, Lia D. Falco, Shontell Zenon, Dequindre Hughes, Yijia Chen, Lydia Ross, Medha Dalal

Journal of College Access

Black and Brown girls often have educational experiences that stifle their career aspirations, especially in STEM fields. These experiences can be exacerbated by educators who misunderstand and refuse to recognize their STEM potential, thus limiting their opportunity to build STEM identities. School counselors can disrupt these experiences through antiracist practices that cultivate homeplace and joy for Black and Brown girls to heal and grow while working to address harmful policies and practices. In this paper, authors discuss how school counselors can specifically use antiracist school counseling practices to support Black and Brown girls in STEM as a part of multi-tiered …

College Vs. Career School Counseling: How Role Differentiation Shapes Student Postsecondary Expectations And Outcomes, Sam Luby

Journal of College Access

This study examines how high school counselor role differentiation, specifically college preparation and workforce readiness, relates to students’ postsecondary expectations (2012) and early outcomes (2016) using nationally representative data from the High School Longitudinal Study of 2009 (HSLS:09). Multinomial logistic regression models controlling for academic achievement and socioeconomic factors indicate that the presence of college-preparation counselors significantly reduces the likelihood of students entering the workforce without postsecondary enrollment.

Workforce-preparation roles show no statistically significant association with postsecondary outcomes, though they are more common in schools serving higher-need populations. Academic performance and poverty status remain strong predictors across models. Findings underscore …

The Limits Of Daca: Affordability- And Access-Related Barriers To Health Professions Education, Nicole Perez, Laura Hirshfield

Journal of College Access

The U.S. is currently facing a shortage of health professionals from underrepresented backgrounds. One potential pathway to decrease this shortage is through the Deferred Action for Childhood Arrivals (DACA) program, a policy that provides temporary relief from deportation for individuals who migrated to the U.S. before age 16. This study, using 15 life-history narrative interviews, investigates the experiences of Latinx young adults who were pursuing health professions education or working as health professionals. Nine of the participants were DACA recipients, while the remaining six were second-generation (i.e., children of immigrants). An iterative, inductive approach to data analysis was used to …

Non-Gaussian Phenomena In Light Scattering And Applications, Shubham Atul Dawda

Graduate Studies Theses and Dissertations 2026

Physical reality is rarely deterministic; which, when probed by electromagnetic fields that also fluctuate, leads to observables that are most efficiently modelled as statistical processes. At equilibrium, this is usually achieved by invoking the Gaussian statistics of underlying physical processes, however, in practice, one often encounters out-of-equilibrium conditions where Gaussian descriptions may not suffice. Such situations are plentiful in nature– from biology to astronomy. This dissertation addresses several non-Gaussian phenomena associated with light scattering, and includes specific models’ derivations, experimental techniques developments, and demonstrations of potential applications. The systematic presentation will consider circumstances that infringe upon specific assumptions of the …

Exploring The Experiences Of Late Age-On-Arrival Multilingual Learners In Postsecondary Education, Robyn D. Ecklund

Graduate Studies Theses and Dissertations 2026

Multilingual learners (MLs) are the fastest growing population in the United States public school system (Biondi et al., 2024; Kanno & Cromley, 2013; Perez & Morrison, 2016; Varghese & Fuentes, 2020). Within this population of students, there is a subset of students that arrive in the United States during secondary school. These “late age-on-arrival” students face significant linguistic, cultural and social challenges in their pursuit of postsecondary success after high school (Kanno, 2021; Kanno & Cromley, 2013; Perez & Morrison, 2016). This interpretative phenomenological analysis sought to answer the research question: what are the lived experiences of late age-on-arrival MLs …

Independent And Interacting Effects Of Co-Presence And Social Media 'Likes' On Online Disinhibition, Margaret M. Doheny

Graduate Studies Theses and Dissertations 2026

Social media platforms have fundamentally transformed interpersonal communication by creating environments in which behaviors are publicly reinforced through visible social feedback systems such as “likes.” Although prior research has linked online environments with increased disinhibition and negative behavior, existing literature has primarily focused on anonymity and invisibility as the primary mechanisms underlying these effects. However, the mechanistic role of physical and psychological co-presence in driving online disinhibition has received little empirical investigation. The central aim of the present study was to determine whether reduced social presence and the selective reinforcement of negative content contribute to online disinhibition and anticipatory reward-seeking …