Digital Commons Network^™

From Configuration To Cognition: A Self-Configuring Agentic Crm Architecture For Small-Scale Retail Enterprises, Praveen Manimangalam

Proceedings of the Cognitive Innovation Conference (CognoCon)

Artificial intelligence (AI) has significantly enhanced enterprise-scale customer relationship management (CRM) systems; however, small-scale retail businesses remain structurally excluded from these advancements due to configuration complexity, technical overhead, and limited digital capabilities. This paper introduces a Self-Configuring Agentic CRM (SC-ACRM) architecture designed to eliminate configuration barriers in micro-retail contexts. The framework operationalizes Intent-to-Schema automation, translating natural-language business intent into structured operational models and reducing configuration debt embedded in traditional metadatadriven systems. The architecture further incorporates adaptive agentic orchestration and Cognitive Infrastructure Elasticity, enabling dynamic policy adjustment under demand volatility while preserving human-supervisory governance. Using an agent-based simulation of a multi-SKU …

Hierarchical Multi-Level Llm Agent Swarms For Financial Research Synthesis And Trading Decision Support In Multi Strategy Hedge Funds, Puneet Gandhi, Rishab Gulati

Proceedings of the Cognitive Innovation Conference (CognoCon)

"There will be no software in the future that's not agentic. And so, it is absolutely true that every software company will become an agentic company.”- Nvidia’s Jensen Huang. As various companies grapple with agentic architectures suitable to their firm environments, we present a hierarchical agentic architecture geared towards Multi Strategy hedge funds. Multi-strategy hedge funds operate within highly complex and rapidly evolving information environments. Trading decisions emerge from layered organizational structures in which sector specific teams continuously consume heterogeneous data sources. Sr. Portfolio Managers synthesize information to allocate capital towards high-conviction opportunities. As the volume and diversity of financial …

Creating It Capabilities In Workflow Automation With Unstructured Data, Gary J. Braswell

Proceedings of the Cognitive Innovation Conference (CognoCon)

Service organizations increasingly seek to automate customer service workflows, yet most customer communications arrive as unstructured data, such as email and chat. Although large language models (LLMs) offer new possibilities for interpreting such data, their non-deterministic behavior creates reliability risks that can undermine automation performance, as error rates as low as 10% can cause automated flows to perform worse than manual ones. This research discusses how firms can build IT capabilities that convert LLM-based interpretation of unstructured data into reliable automated customer service workflows. Using the Resource-Based View (RBV) as the theoretical lens, the study examines how knowledge sharing and …

Increasing Photocatalytic Activity Of Tio₂ Nanocrystals With Cobalt Dopants And Nio Heterojunctions, Lara A. Haack

Honors Thesis

Carbon emissions and fossil fuel usage has increased dramatically in recent decades, and the need for renewable energy has grown with it. Photocatalytic processes on titanium dioxide (TiO₂) nanocrystals may be used for solar energy driven production of fuel/oxidizer pairs. Many different methods have been developed to increase the effectiveness of TiO₂ in photocatalysis, including dye sensitization, quantum dot sensitization, doping with metals and non-metals, and the surface attachment of cocatalyst materials. Impurity dopants are not susceptible to photo-bleaching or degradation and judicious selection of cocatalyst materials can lead to robust all-inorganic heteronanocrystal photocatalysts: whereas, the use of molecular dye …

Exploring The Neural Correlates Of Motor Learning, Brooklyn R. Thomas

Honors Thesis

The left anterior supramarginal gyrus (aSMG) is recognized as a fundamental cortical region involved in the mastery of skilled tool-use. Although various research studies have revealed that anodal transcranial Direct Current Stimulation (atDCS) over the cortex has the potential to boost manual dexterity, the impact of stimulating the aSMG is less understood in relation to the learning process. Within this study, there was a chopstick-based marble task to discover if atDCS applied to the left aSMG was capable of facilitating the acquisition of a novel motor skill. Concurrent electroencephalography (EEG) was used to measure the changes in neural synchrony within …

Distribution Of Mussels In Tributary Systems Of The Lower Ouachita River Watershed, Zach R. Crain

ATU Theses and Dissertations 2021 - Present

Freshwater mussel communities in small tributary streams are poorly documented in Arkansas, limiting the understanding of how diversity is structured across river networks. To address this data gap, we surveyed 147 sites across five previously unsurveyed watersheds in the South-Central Plains Ecoregion (SCPE). We sampled 5,473 individuals representing 17 species, including four Arkansas Species of Greatest Conservation Need (SGCN). We evaluated patterns in community variation utilizing β-diversity based on both presence-absence and abundance data. Overall turnover (βsor and Bray) was partitioned into replacement (βsim and BrayBal) and nestedness (βsne and BrayGra) components. Replacement and nestedness each drove turnover in two …

Determining Cave Presence And Diet Variation Of The Ozark Big-Eared Bat (Corynorhinus Townsendii Ingens) From Guano Dna, Lark E. Sybrant

ATU Theses and Dissertations 2021 - Present

The Ozark big-eared bat (Corynorhinus townsendii ingens; OBEB) is federally endangered in Arkansas, where it persists in a few small, geographically restricted populations within the Ozark National Forest. Although the region contains many caves that appear suitable for OBEB, expanded survey efforts are needed to locate additional roost sites for monitoring and protection. Effective conservation also requires a clear understanding of their distribution and diet. Traditional cave surveys can be disruptive and often miss cryptic species, and earlier diet studies based on manually sorting prey remains provided only coarse taxonomic resolution and overlooked soft‑bodied insects. To address these …

Distribution, Habitat, And Fish Assemblages Associated With The Rocky Shiner In Arkansas, Savannah L. Wise

ATU Theses and Dissertations 2021 - Present

The Rocky Shiner (Notropis suttkusi) is a minnow species endemic to the Red River and its tributaries in southern Arkansas and Oklahoma. This species is petitioned for listing under the Endangered Species Act and is a species of greatest conservation need (SGCN) in Arkansas. However, there is little information for the species’ distribution, habitat use, and ecological niche, especially within the Arkansas portion of its range. Because of this data gap, my study provides an updated description of its distribution and habitat associations using conditional occupancy modeling and explores patterns of species co-occurrence within the community. I sampled …

The Indifference Of Support Between Men And Women Within Collegiate Sports, Taylor N. Lawrence

Media Projects

This study examines differences in support between men’s and women’s sports at Southern Illinois University-Carbondale. Through interviews with athletes and coaches, it provides valuable insights into how these differences are perceived and experienced within the university’s athletic community. The study also highlights areas in which the institution is making progress toward promoting fairness, equity, and inclusion in collegiate sports.

Design And Production Of A Carbon Fiber Longboard, Julia H. Stradinger

Honors Theses

This thesis contains an overview of the design, prototyping, and manufacturing of a carbon fiber long board. The purpose of this capstone was to create a viable product for the real-world market and then determine how to manufacture it at scale with sustainable financial practices. In order to accomplish this task, engineering, accounting, and manufacturing challenges had to be overcome throughout all stages. The production process involved the carbon fiber layup, baking, water jet cutting, and assembly of the carbon fiber longboard. In order to optimize this process, continuous improvement and lean manufacturing problem solving techniques were applied. After a …

Center For Manufacturing Excellence Capstone Project: Critter Catchers, Wilson R. Eatherly, Sophie C. Smith, Joyce W. Nkanor

Honors Theses

The Haley Barbour Center for Manufacturing Excellence annually presents seniors with the opportunity to do a capstone project that encapsulates their skills learned throughout undergraduate coursework. The interdisciplinary teams are made up of engineering, accounting, and business students. These students bring their skill sets together to come up with a business plan for the project they have been placed on. This team, Critter Catchers, chose to manufacture non-lethal animal traps meant to be a safe alternative to traps on the market that may injure animals. The trap was made primarily out of wood and operated by means of a pressure-triggered …

Manufacturing Process Of A Wooden Tortilla Press: Idea To Production, Olivia R. Marque

Honors Theses

The purpose of this thesis is to document the design, development, and manufacturing of a wooden tortilla press completed as a capstone project through the Center for Manufacturing Excellence (CME). Following the technical details of this thesis is a personal reflection by one team member, Olivia Marque. The project follows a structured product development process that begins with problem definition and concept development, progresses through design, prototyping, and jig fabrication, and culminates in a full production run on the CME shop floor. A multidisciplinary team, including engineers, a marketer, and an accountant, collaborates throughout the project to support both technical …

Designing A Wearable Gait Feedback System For Parkinson’S Disease Patients, Heath M. Stevens, Capri H. Lobotzke, Spencer J. George

Honors Theses

Parkinson’s disease is a progressive neurological disorder that commonly causes a shortened stride length, reducing mobility and increasing fall risk. While current treatments, such as oral medication, can reduce symptoms, they do not provide real-time feedback to correct gait and often result in “off” periods when symptoms return. Physical therapists report that simple reminders to lengthen stride can help patients recover from “off” periods and maintain normal walking patterns, but there is no current at-home way to simulate this effective therapy. Recognizing this gap in at-home support, our biomedical engineering senior design team at the University of Mississippi sought to …

Large Language Models As A Detector For Political Deepfakes, Gracie L. Roberts

Honors Theses

The advancement of generative artificial intelligence has allowed for the creation of highly realistic political deepfakes, posing significant threats to democratic integrity and trust in governmental institutions. This study investigates the effectiveness of Large Language Models (LLMs) as detectors for political deepfakes, specifically exploring their ability to address the transferability, interpretability, and robustness limitations inherent in traditional detection systems.

The research was conducted in four steps including data collection, model selection, experimental testing, and evaluation. Two datasets were used in this study. The first dataset uses 833 fake images from the Political Deepfake Incidents Database (PDID) and 833 real images …

Manufacturing Of A Wooden Tortilla Press: Idea To Production, Glenn H. Walker

Honors Theses

The purpose of this thesis is to document the design, development, and manufacturing of a wooden tortilla press completed as a capstone project through the Center for Manufacturing Excellence (CME). The project follows a structured product development process that began with problem definition and concept development, progressed through design, prototyping, and jig fabrication, and culminated in a full production run on the CME shop floor. A multidisciplinary team, including engineers, a marketer, and an accountant, collaborated throughout the project to support both technical development and manufacturing execution. Project planning and scheduling were established early and maintained throughout the project to …

Design And Production Of A Carbon Fiber Longboard, Vince Fichtel

Honors Theses

This thesis contains an overview of the design, prototyping, and manufacturing of a carbon fiber long board. The purpose of this capstone was to create a viable product for the real-world market and then determine how to manufacture it at scale with sustainable financial practices. In order to accomplish this task, engineering, accounting, and manufacturing challenges had to be overcome throughout all stages. The production process involved the carbon fiber layup, baking, water jet cutting, and assembly of the carbon fiber longboard. In order to optimize this process, continuous improvement and lean manufacturing problem solving techniques were applied. After a …

Design And Development Of A Manufacturing Process For A Raised Planter Box, Weslyn Mcmurrin, Larson Looney, Haneef Adebisi, Rachel Hipskind, Carolyn Hale

Honors Theses

This report presents the design and manufacturing process of a raised garden bed box with an integrated irrigation system. The goal of this project was to replicate a manufacturing environment in the creation of a durable, ergonomic, and cost-effective product. The project began in Spring 2025 with initial market and financial research to determine design requirements and materials for prototype development and continued through the end of the Fall 2025 semester with a small-scale production run and team presentation. Following our market and financial research, multiple design concepts were evaluated and refined through the use of computer-aided design and prototype …

Manufacturing Process Of A Wooden Tortilla Press: Idea To Production, Colleen Nolan, Ben Bird, Olivia Marque, Emma Palmer, Hayden Walker

Honors Theses

The purpose of this thesis is to document the design, development, and manufacturing of a wooden tortilla press completed as a capstone project through the Center for Manufacturing Excellence (CME). The project follows a structured product development process that began with problem definition and concept development, progressed through design, prototyping, and jig fabrication, and culminated in a full production run on the CME shop floor. A multidisciplinary team, including engineers, a marketer, and an accountant, collaborated throughout the project to support both technical development and manufacturing execution. Project planning and scheduling were established early and maintained throughout the project to …

The Design And Manufacturing Process Of The Concealed Shelf, Joshua Harvel

Honors Theses

The Haley Barbour Center for Manufacturing Excellence (CME) at the University of Mississippi challenges students to manufacture a product and put forth a balanced manufacturing line in a senior capstone project. The chosen product was a concealed shelf, or a shelf with a hidden compartment. The team aimed to design a product, formulate a project plan, analyze the market, conduct financial analysis, develop a prototype, establish a manufacturing process, and demonstrate that process in two production runs. The team used tools such as Computer Aided Design (CAD), market surveys, jig creation, and line balancing to accomplish these tasks. After two …

The End Of Amateurism: Title Ix Challenges In The New Ere Of College Athletics, Georgia G. Kemmett

Honors Theses

This thesis examines whether emerging revenue-sharing models in intercollegiate athletics following the House v. NCAA settlement can be reconciled with Title IX’s mandate of sex-based equity. While antitrust law has accelerated the collapse of NCAA amateurism by dismantling restrictions on athlete compensation, the resulting revenue-sharing framework risks concentrating financial benefits in male-dominated sports, particularly football and men’s basketball, thereby raising significant legal and policy concerns under federal civil rights law.

Through analysis of Title IX doctrine, antitrust jurisprudence, OCR guidance, NIL regulation, congressional reform proposals, and emerging litigation involving gender identity and athlete eligibility, this thesis argues that commercialization and …

Curated Realities: Algorithmic Media And Cultivated Identity Among Gen Z, Terrell Atkins

Honors Theses

As media environments evolve, so does the process through which individuals form identity and understand social reality.  This study explores how algorithms within media influence identity and worldview, with a particular focus on Generation Z; the first generation born alongside the development of modern media systems.

A mixed-method approach was used with survey data and focus group discussions to better understand how repeated exposure to personalized feeds impact user’s perspectives and sense of self.  This research aimed to investigate how Gen Z users interact with and interpret their social media feeds, with attention to perceived alignment between media content and …

Designing A Collaborative Uav-Ugv System For Autonomous Challenge Completion, Ember Reysen

Honors Theses

The coordination between Unmanned Aerial Vehicles (UAVs) and Unmanned Ground Vehicles (UGVs) holds significant potential for completing complex tasks such as disaster response and construction surveillance by leveraging the strengths of aerial flight and stable on-ground transportation. Unfortunately, coordination between UAVs and UGVs is extremely complex and task-dependent, leading to limited understanding of autonomous collaboration. This thesis explores the process of designing an UAV-UGV collaborative system capable of aerially scouting a target destination, relaying its coordinates to a ground vehicle, and performing a precision landing for unison travel. I utilize computer vision techniques via OpenCV for target marker identification, ROS …

Inherited Strategies: Why The U.S. And France Pursued Different Counterterrorism Approaches In The Horn Of Africa And The Sahel, Matthew B. Blackwood

Honors Theses

This thesis examines the counterterrorism strategies employed by the United States and France in Sub-Saharan Africa. In Somalia, the United States utilized a remote warfare centric strategy, precision drone strikes and limited special operations raids, in an attempt to degrade the Somali groups al-Shabaab and ISIS-Somalia. In the broader Sahel, France utilized large ground operations in Operation Serval and Operation Barkhane fighting various groups such as AQIM and JNIM. The thesis aims to explore why the United States and France, both Western countries, who fought similar non-state actors decided to employ drastically different strategies. Through process tracing and comparative analysis, …

Quantifying Black Carbon Concentrations In Georgia And Analyzing Associated Public Health Risks, Khloe R. Osborne

Honors Theses

Quantifying Black Carbon Concentrations in Georgia and Analyzing Associated Public Health Risks

One of the most daunting challenges of the industrial world is air pollution. Within this broad spectrum, there is an inhalable particle group named PM2.5, which contains black carbon. Black carbon has evidence that supports the generation and worsening of adverse health impacts, which may include birth complications, cognitive deficits in children, pulmonary aggravation, asthma, cardiovascular issues, neurological degenerative patterns, and cancer risk. This is especially seen in vulnerable populations, like children, elderly, and those who already suffer from weakened health, many of which reside in the southern …

Exploring The Stress Coping Strategies Of Indonesian Elementary School Teachers: A Qualitative Phenomenological Study, Anak Agung Gede Agung, I Ketut Gading, Basilius Redan Werang, Ni Luh Putu Agetania

The Qualitative Report

Teachers play a pivotal role in delivering quality education and shaping students’ future lives. The growing demands and responsibilities on teachers can lead to physical, mental, and emotional exhaustion, which threatens their well-being—a condition commonly referred to as work stress. Our study aimed to explore the strategies used by elementary school teachers in Bali Province to cope with work-related stress. This study adopts a qualitative research approach with elementary schools in Bali Province, Indonesia, serving as the research setting. A phenomenological research design was employed, involving 25 purposively selected teachers as participants. Data were collected through semi-structured interviews and analyzed …

Optimizing Copper Slag As A Sustainable Precursor For Iron Phosphate Cement: Hydration Mechanism, Phase Transformation, And Environmental Safety, Wei Wang, Hongyan Ma, Xiunan Cai, Dan Luo, Zhicheng Xu, Zhongqiu Luo, Xintao Zhou

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Iron-rich copper slag (CS) has significant potential as a precursor for the synthesis of sustainable acid-base cement (AB). However, the roles and transformation behaviors of the diverse iron phases in CS during hydration remain unclear. In this study, the preparation conditions, early hydration behavior, transformation processes of iron components, and environmental safety of CS-based iron phosphate cement (CS-IPC) were systematically investigated. Under optimized conditions, with a CS/ADP mass ratio of 3.0 and a grinding time of 1.5 h, CS-IPC exhibited an initial setting time of 27.6 min and a flowability of approximately 159 mm. After curing for 3 and 28 …

Resilience In Recreation: Stories Of A Changing Climate, Casey L. Auberle

Graduate Student Portfolios, Professional Papers, and Capstone Projects

As the impacts of climate change become increasingly prevalent, the outdoor activities that bond us to our local communities and environments are under threat. In Missoula, MT, drought, rising temperatures, and wildfire smoke change what it means to fish, ski, run, and recreate in our town. In a series of Q&A style podcasts, environmental philosophy graduate student Casey Auberle creates a platform to share stories of a changing climate through the lens of local recreators and climate activists. Capturing these voices invites us to consider our relationship with nature on both an individual and communal scale, to find unity in …

Fragments, Editors Of Fragments

Fragments

No abstract provided.

Fragments, Editors Of Fragments

Fragments

No abstract provided.

Fragments, Editors Of Fragments

Fragments

No abstract provided.