Digital Commons Network^™

Distilled Intelligence At The Edge: An Iot-Driven Deep Learning Architecture For Plant Health Assessment, Malek Garrach

Masters Theses

This project addresses the challenge of image classification for specific plants in indoor farming environments. With a limited dataset, selecting an efficient and cost-effective model becomes crucial.

The traditional approach of using cloud services for model storage and image processing is not only expensive but also inefficient for this use case, especially when considering the continuous flow of data generated by cameras in indoor farming settings. Cloud-based solutions incur high operational costs, which is not ideal for resource-constrained environments. To overcome these limitations and provide a more economical alternative, we propose the use of IoT devices, specifically Raspberry Pi units, …

Ai-Aided Instructional Framework For Multilingual Learners (Aim-Framework), Boulbaba Abdeljaouad

Masters Theses

This thesis presents EduAtlas, a human-centered AI system that integrates a mobile lesson planning application with wearable smart glasses to support teachers in multilingual classroom environments. The system enables teachers to generate structured lesson plans with multilingual scaffolds and receive real-time instructional support during classroom sessions through a wearable interface. Unlike autonomous systems, EduAtlas is designed to operate collaboratively with teachers, who retain control over all AI-generated suggestions.

The lesson planning component uses large language models and multimodal generation to produce standards-aligned lesson plans, visual aids, and multilingual supports. The wearable component utilizes teacher-triggered audio capture to analyze classroom interactions …

Wake-On-Anomaly Federated Architecture For Privacy-Preserving Poultry Health Early Warning, Mahmoud Aziz Louati

Masters Theses

Highly pathogenic avian influenza outbreaks, respiratory disease, heat stress, and silent equipment failures share one operational reality: they are detected too late because today’s poultry-health workflow is reactive, manual, and dependent on producers volunteering commercially sensitive data. This thesis presents a wake-on-anomaly federated architecture that addresses both the detection-latency problem and the privacy–adoption deadlock that has so far prevented cross-farm collaboration. The architecture is organized in two tiers. Tier 1 is a lightweight LSTM autoencoder that continuously screens four routine telemetry channels (water, feed, house temperature, activity proxy) and emits a per-window reconstruction-error score. A debounced k-of-m trigger with cooldown …

Kev's Dinghy Boat Workshops, Ruiyang Xiao

Masters Theses

In a culture where convenience replaces process, this project argues that making — even when inefficient, imperfect, or unnecessary — enables forms of engagement that buying cannot.

Technologies and Services nowadays are able to fulfill human’s desire to travel and explore at ease. However, this convenience proposes a mode of engagement based only in deeper knowledge of context and thus our experience with the world around us is hence diminished. Our engagement with the world becomes heavily mediated, regulated and controlled.

This project investigates how hands-on engagement with water can reintroduce + restore our sense of joy, curiosity, consequence, and …

Forgotten Threads: The Embodiment Of Time And Memory In Jewelry., Alees Yang

Masters Theses

Memory rarely returns whole. More often, it persists through fragments, sensations, and traces carried by the body. This thesis explores how jewelry can materialize the unstable relationship between memory, forgetting, and bodily experience. Drawing from personal experiences of family, migration, and loss—particularly witnessing my grandfather’s gradual memory deterioration through Alzheimer’s disease—I reconsider forgetting not as absence, but as a condition through which emotional traces continue to persist.

Through fabric, fragmented photographs, and processes of fraying and dispersal, my work examines how memories are continuously reconstructed. Influenced by the Chinese aesthetic concept of liubai (negative space) — I investigate how incompleteness …

A Pot Of Gold At The End Of The Assembly Line: Jewelry, Facture, And Alienation, Jonathon A. Zalakos

Masters Theses

A Pot of Gold at the End of the Assembly Line integrates icons of mass-manufacturing with signifiers of joyful work, stimulating a dialogue between industrial and craft labour. Visible traces of the making process left on these works conjure a spectral ‘maker’, implied by the fingerprints, toolmarks, assembly, and conspicuous decision making of an ‘other’. As we relate to these signifiers as opportunities for our own bodily action, this spectre speaks in our own voice. Possessed by this ghost, viewers are vicariously thrust into an imaginary context and made sensitive to the nature of this work — whether it validates …

Kicau Kericau: The Chirps And Warbles Of A Bird-Human Story, Airien Ludin

Masters Theses

This thesis tells the tale of bird-human relationships and what it means to live alongside one another, subverting the hierarchical view of humans as above birds inherited from colonial history. It asks how the practice of illustration can function as a site of Two-Eyed Seeing, where scientific and local knowledge are held together as an entangled narrative. It also examines how mendongeng (storytelling), as I have experienced it within Indonesian culture and everyday contexts, can help us understand birds as a companion species with their own agency.

This project takes two forms: first, a picture book titled Sun Bird …

Tùn-Scene And A-Futurism: Biomythography, Opacity, And Posthuman Imagination, Minglu Du

Masters Theses

Grounded in the author’s position as a Chinese feminist, this thesis examines how East Asian women, as well as East Asian-coded femininity more broadly, are objectified and othered within futurist visual culture in the age of artificial intelligence. Through an engagement with ornamentalism, techno-Orientalism, and posthumanism1 , it argues that the persistent figure of the feminized humanoid cyborg continues to reproduce colonial and patriarchal structures of desire, rendering marginalized bodies as fetishized and violable surfaces. In response, the thesis develops Tùn-Scene, a biomythographic artistic framework and the first experiment in what the author provisionally names A-Futurism. Drawing on Donna Haraway’s …

I Miss My Computer: Online Artistry, Web Aesthetics, And Coming-Of-Age In A Digital Landscape, Catherine Capeci

Masters Theses

This thesis explores how young artists develop their creative practices in a world informed by digitality. Through survey research of 44 art students between the ages of 14 and 22, as well as a process of autoethnographic inquiry, I examine how artists in high school and college relate to digital imagery, web archives, online gaming, and social media platforms, and how these experiences inform artmaking. I believe that art educators should explore how the internet informs aesthetic and conceptual sensibilities, and how these sensibilities show up in young artists’ work, more so than focus on digital media as its own …

Our Own, My Own: Expereinces With Art, Kaleisha Towle

Masters Theses

Our Own, My Own: Experiences with Art is a two in one thesis project investigating dialogically based programming within art museums and how those programs can contribute to the making of art museums into civically engaged third spaces. Part one of this project included research into how dialogically based art museum programs are currently operating within the United States. The goal was to investigate pedagogical practices and forms of dialogue in use as well as their impact on participants' experiences. To accomplish this goal, I attended seven art museums within the region of New England at which I participated in …

"Hand And Mind Lead To Life": Craft Pedagogy In Art Education For Older Adolescent Learners, Katherine Fu

Masters Theses

Art educator Jo-Anna Moore (1991) asks “What is the purpose of our individual growth through art or craft?” (p. 162). Moore’s question is daunting not least for the seasoned artist, but for the young people in our art classrooms who, to varying degrees, are or are not interested in art. This thesis draws from my personal narrative as an older adolescent whose introduction to craft helped me navigate great questions of identity, belonging, and motivation. It seeks to discover how craft can become a method of teaching art to all students, and in particular, how such a pedagogy addresses the …

Where My Memory Settles, Rachel Kobb

Masters Theses

My memory is blurry but ever present in an atmospheric state. Through my investigations of memory and sensorial experience, this thesis is an attempt to understand how the body recalls the spaces I have spent the most time: my various homes through life.

The output of this thesis is a paper installation that layers and translates spatial qualities of my past homes. The home is not a neutral container, but instead a space that should support a sense of retreat and security. Drawing upon Gaston Bachelard’s zones of experience, I explore how a domestic space is moved through distinct zones. …

Between Nature And Architecture : A Dialogue Of Five Elements, Niexiangyi He

Masters Theses

Rooted in classical Chinese cosmology, the Daoist Five Elements (Wood, Fire, Earth, Metal, and Water) describe dynamic cycles of mutual generation (sheng)—in which one element produces or supports another—and restraint (ke)—in which elements regulate or limit one another to maintain balance. Rather than a system of symbolic representation, these interactions outline a relational model of equilibrium based on interdependence and continuous transformation. Wood, Fire, Earth, Metal, and Water can inform a contemporary design framework for interior and architectural practice. It interprets these cycles as a form of spatial logic that guides material selection, structural organization, environmental modulation, and experiential sequencing, …

Soft Bodies, Hard Frames, Emily Zhang

Masters Theses

Silk is delicate yet strong, responsive to light and air, dependent on living processes and careful labor. These qualities position silk not only as a material object, but as an instrument capable of organizing space. Rather than functioning solely as a surface or decorative textile, silk can operate as a spatial generator, shaping enclosure, movement, and environmental conditions.

For centuries, domestic courtyard houses in the Jiangnan region, located south of the Yangtze River, evolved alongside sericulture, forming spaces that were attuned to the environmental and material requirements of silk. Architectural elements such as courtyards, screened openings, flexible interiors, and canal-directed …

Soft Space/Strong Support, Keqian Li

Masters Theses

Children with early developmental challenges such as anxiety disorders, ADHD, autism, and sensory regulation difficulties often navigate environments that are not designed to support their emotional, cognitive, and sensory needs. In many educational and community spaces, inclusion is treated as an add-on or a specialized accommodation rather than as a fundamental design principle.

This thesis argues that inclusion should be the standard, not the exception, and that interior architecture can function as an early intervention tool that actively supports children’s development. This project examines how spatial design can influence emotional regulation and social interaction for children with early developmental challenges. …

Jadughar: The House Of Magic, Dhruvi A. Shah

Masters Theses

Jadughar or the House of Magic is what people call a 'museum' in parts of South Asia. The practice of museum making, at its origin, is the act of collecting, preserving, interpreting and representing a culture’s tangible and intangible heritage to make it accessible to diverse audiences. Since the early 19th century such practices have been performed at various kala bhandars (art centers) in India, without the need of a formal or institutional organisation. The British introduced the model of a ‘museum’ in South Asia, with the aim of not only preserving ethnographic collections, but also showcasing their power and …

Fetishismus:Facism, Sodomy, And The Exhibition, Matthew P. Gershovich

Masters Theses

Fetishismus examines the contemporary dislocation between homosexuality and queerness. Homosexuality is the biological, innate quality of same-sex attraction. Queerness is rooted in deviance, perversion, and sociologically attached to the “other.” Although almost always used in an explicitly homosexual connotation, “queerness” is not entirely contingent on the physical engagement of homosexual acts. In historical usage, queer is used as a pejorative adjective, implying a lack of masculinity with the intent to invoke repulsion. In contemporary parlance the two are treated as synonymous. This intertwined relationship relies on the forced lack of social and spatial belonging that is rooted in a foundational …

Post Desire, Lucy E. Luckovich

Masters Theses

Post-Desire comes from my personal take on and continuation of Mark Fisher’s Postcapitalist Desire (2016)[1]. There, Fisher imagines an alternative to the capitalist consumption machine, one where desire is redirected back towards ourselves rather than to profit-driven, accelerationist motives. Fisher had a vision of a future both through and beyond the chains of capitalism. He pointed out in his 2009 book Capitalist Realism that “It's easier to imagine the end of the world than the end of capitalism.”[2] This perspective is realistic—we are in the midst of a crisis of material reality and of imagination—but it is …

Recombobulation- Taking The Bad With The Good, Gregory T. Kmieciak

Masters Theses

Recombobulation, a play on the word discombobulated (completely disoriented and utterly confused), is intended as a joke.  In the lore of the Milwaukee airport, the Recombobulation Area is located between the TSA check point and the boarding area, or likewise right after you land and before you are heading out of the airport. It's an area to regroup, get your bearings, or if you're anything like me, have a beer.

I've chosen this made-up word as a thesis title, both for its informal tone and to pay homage to my home town. It offers an air of lightness to otherwise …

The Birdwatching Pause: Reframing Campus Life Through Everyday Bird Encounters, Katherine Zeng

Masters Theses

Birdwatching, typically framed as a leisure pursuit removed from everyday life, becomes here the organizing logic for a three-site campus route of restorative pause. The thesis departs from the assumption that nature must be sought out and instead asks what happens when the birds already present in urban space are made legible through design.

Three existing RISD buildings anchor the project, each organized around a distinct mode of encounter. At Carr Haus Café, a furniture-scaled insertion creates conditions for attentional reset through passive listening rather than active looking. At North Hall, a semi-open balcony garden introduces incidental, distanced contact with …

The Frame You're Holding, Andrea Mato

Masters Theses

The Frame You're Holding explores how my photographer's eye transitioned into a graphic designer's voice. The projects presented explore how to weave the textural and subjective qualities of photography into a design context. My practice explores how the frames of graphic design – the page of a book, the browser window, or the wall of an exhibition – can be expanded or reimagined. As a designer, I became the translator of content into form, seeking to author the design while collaborating with other voices. The Frame You're Holding is a snapshot of my practice as a graphic designer, encapsulating my …

My Mother The Mountain, Ricky Vasan

Masters Theses

Teach me How to Write a Love Song

I catch a glimpse of my mother sitting on her bed in her bedroom from the bathroom mirror. What a rare occurrence! One I am not fortunate enough to witness as often as I would like. A moment that I know —even before it has occurred—will one day become my dearest desire for wanting to turn back time. This moment is a mirage. Once I return to my senses, after the passing of a twelve-hour lag, it will already be too late.

This is the place where I wish to work from. …

Returning To The Hand, Tatum Dodd

Masters Theses

Historical preservation is traditionally understood as the act of protecting objects and buildings from change, reinstating and stabilizing the past so they may endure into the future. When preservation seeks to freeze and resolve the past, it separates it from the reality of our multi-layered histories and the traces of labor, repair, and care unfolding across generations. Through a human-centered lens that allows one to touch, uncover, and redefine, we are able to relate to our built environments through an ethical practice of care, inviting new avenues of dialogue and engagement with our past.

Recording traces of the hand within …

Looking In All Directions, Abby Sunde

Masters Theses

“Looking in All Directions” mobilizes attention towards the concepts of ‘desettling’ through art and ‘desettling’ as a way of being. Desettling constitutes resistance, resilience, survivance, and refusal of current Western modalities within our society. This body of work is a material exploration of these worldviews to find potential ways to embody a practice that aligns ourselves outside of a colonial settler mindset while living within its societal condition. Using glass, sound, and installation work, the artist un-centers expected encounters with an inherited dominant worldview and instead offers an actualized shift in awareness. Concepts of interconnectedness, interwoven time, and embodied memories …

Dead Reckoning, Jeremy A. Grail

Masters Theses

For over a century, conceptual, social, and legal frameworks have governed human relationships with technology by dematerializing data and personal information. From the early twentieth century, when human speech was converted into electrical pulses through telephone wires, to today’s pressure to integrate sensing, computation, and automation into every facet of contemporary life, electronic communications have become increasingly detached from the body and systematically defined as a weightless, immaterial asset.

This thesis refutes the industry-led myth of the “immaterial cloud” by revealing the presence and transmission of data to be a series of physical, tectonic, and spatial events that are woven …

Collecting Meaning: A Study On Collecting As An Artmaking Practice, Johanna Young

Masters Theses

This thesis explores how we practice creativity and construct narratives through the act of building collections. It examines collecting as both an innate creative impulse and a learned process. Using arts-based research and narrative inquiry, the study considers how our collecting habits reflect the ways we process information and express personal artistic interests. Drawing from personal experiences, this thesis mines the idea of the subconscious through the artistic lens of collecting.

Auxiliary Damage, Aiyi Cheng

Masters Theses

AuxiliarY DamagE asks what happens to pain when it is moved outside the body and given material form. Pain is not treated here as an image to be represented, but as something processed through repetition, pressure, exposure, and care. It is handled. Washed. Arranged. Pulled out. Swallowed back in.

Hair became the material that allowed this question to stay unstable. While attached to the body, it is intimate and ordinary. Once detached, it becomes residue, evidence, discomfort, value, and loss. In the studio, I washed collected hair, untangled it, threaded it through metal, placed it near flame, held it in …

1, 2, 2, 1, 1, 2, 1, 2, 2, 1, 2, 2, 1, 1, ..., Annemarie Torresen

Masters Theses

1

I invite you to see it and feel it and sit in it and breathe it in and

hold it in your lap. Art isn’t too scary, and neither is math.

2

bouncing between bounds of a binary

bippity boppity! let’s break brains and bread

balance or belly flop, what’s mine is yours:

bumptious and bumbling and barely able

i offer it broken and let you like it that way

Chair For Workplace Morale, Alicia Lee

Masters Theses

Is absurdity frivolous? In contemporary workplace contexts, office workers– from new hires to mid-level managers– are required to maintain composure, attention and productivity amid bureaucratic instability, distractions, and disruptions. This expectation manifests in the form of an office chair.  Since its inception, chairs have represented and disseminated power. Within bureaucratic systems, chairs discipline the body physically and metaphorically, creating the conditions for workers to optimize workflow by remaining comfortable and still for long periods of time.

CHAIR FOR WORKPLACE MORALE disturbs the act of sitting, producing a bounded and altered perceptual environment. Operating within an institutional logic in which humor …

The Home And The Self: On Perceptions Of Feminine Virtue, Rebecca Stevens

Masters Theses

Reflecting on my own feelings and experiences with domesticity and on the larger patterns of socialization they reveal, I use decoration and domestic objects to explore my discomfort with the stereotypes of feminine virtue that I grew up around in the American South. These specific ideas of socialized feminine virtue center around domestic service and a focus on appearance. Working primarily in porcelain with the addition of textiles, I embrace materials, styles, and methods of making that are associated with women and girls. Through hand-crafted tableware, dolls, and decorative patterns I critique gendered forms of socialization while questioning historical and …