Understanding trends is helpful to identify future behaviors in the field, and the roles of people, places, and institutions in setting those trends. Although traditional clustering strategies can group articles into topics, these techniques do not focus on topics over limited timescales; additionally, even when articles are grouped, the generated results are extensive and difficult to navigate. To address these concerns, we create an interactive dashboard that helps an expert in the field to better understand and quantify trends in their area of research. Trend detection is performed using the time-biased document clustering introduced in Behpour et al. (2021) study. The developed and freely available web application enables users to detect well defined trending topics in financial journals by experimenting with various levels of temporal bias - from detecting short-timescale trends to allowing those trends to spread over longer times. Experts can readily drill down into the identified topics to understand their meaning through keywords, example articles, and time range. Overall, the interactive dashboard will allow experts in the field to sift through the vast literature to identify the concepts, people, places, and institutions most critical to the field.

This workshop is presented by members of a University of North Texas research team. First, the team will overview their experience as members of the research team and share experience in areas such as trust formation, team roles, productivity, work-life balance, faculty-students interaction, peer and faculty mentorship, dissertation preparation, and job seeking. Second, the workshop will discuss and brainstorm how this format can be implemented for organizations both with faculty-student teams and with peer-directed teams. Finally, successes and challenges are openly discussed with audience.

Global warming is the term used to describe critical environmental issues and concerns. Social media such as Twitter provides a platform for people to share information, exchange ideas, and express their opinions about current and timely issues. This study utilized contextual analysis to analyze data collected from Twitter for the hashtag "global warming" during the period 2010 & 2011. Using sentiment analysis and topic modeling, the study aimed first at assessing people's perception towards global warming issues, and second study the impact of misinformation from the standpoint of social noise on people's perception of global warming during critical environmental events. The outcome of this study helps create a better understanding of the environmental issues discussed on social media. The sentiment analysis from the data analyzed so far shows that most of the tweets were based on Twitter users' personal opinions and not science. The topic modeling results suggest that Twitter users typically tweeted when a major environmental event occurred due to global warming. Topic modeling also aids in the identification of terms that is associated with social noise. The presence of social noise suggests that misinformation does exist and spreads faster.

Building predictive models for companies often relies on inference using historical data of companies in the same industry sector. However, companies are similar across a variety of dimensions that should be leveraged in relevant prediction problems. This is particularly true for large, complex organizations which may not be well defined by a single industry and have no clear peers. To enable prediction using company information across a variety of dimensions, we create an embedding of company stocks, Stock2Vec, which can be easily added to any prediction model that applies to companies with associated stock prices. We describe the process of creating this rich vector representation from stock price fluctuations and characterize what the dimensions represent. We then conduct comprehensive experiments to evaluate this embedding in applied machine learning problems in various business contexts. Our experiment results demonstrate that the four features in the Stock2Vec embedding can readily augment existing cross-company models and enhance cross-company predictions.

In my work, I explore the ancient occult concept of the egregore or collective thought-form and its continued relevance in contemporary life. One might not think of the systems that we operate in today as ritual in nature, especially those that utilize new technology. We may imagine cyberspace as the ultimate rational and objective realm where all things can be categorized, quantified, and monetized. However, it is a place saturated with ceremonial situations upon close inspection. I seek out these ceremonies of niche digital communities and reconstruct them in new forms operating adjacent to their original stream.

My artwork uses the traditions of printmaking, photography, and fiber arts to dissect the myths, history, and current moment of American culture. My methodology includes photographing sites where governmental and capital power is most present. Photography is my tool for documenting the present, while quilting and printmaking are my way of reflecting on and digesting ideological concepts that are present in our culture. The quilt is a symbol of comfort in our personal ideologies. My work aims to destigmatize direct action and encourages the viewer to reevaluate how meaningful change can be made today.

My artwork dialogues with three topics: climate change’s economic and societal impact, plant genetic engineering advances, and art’s influence on scientific creativity and innovation. These intersect in my focus on the mystery and promise of plant genetic research and the creative innovation needed to advance this research. I manipulate, massage, and mix contemporary mediums and traditional sculpture, fiber and painting mediums. My sculptures often have translucent elements that interact vividly with visible and UV light spectrums. Undulation and emergence figure prominently in my artwork as metaphors of the active living organism coming forth from the genetically altered primordial soup.

Constructed Self is an exhibition of life-size forms that blur the line between photography and sculpture while being both stable and on the verge of collapse. These damaged concrete columns, slabs, and hand-formed bricks used to create walls are inspired by architecture's support structures to convey my internal psychic framework. Photographs are transferred on the surface of these forms that depict environments where I have processed and experienced my struggles with mental health. This work explores how to communicate and convey the interior and exterior of my emotional self in visible terms while bringing me healing emotionally through the process of making these sculptures.

I make work that engages the porous and sensate body. The larger question for me is the interdependency of how we exist within our environment and how our environment exists in us. Caves, deep time, and the feminine landscape factor into my work, as well as thinking beyond a humancentered narrative to address concerns about the earth. My process involves using raw pigment, wax, rain, dirt, and the language of abstraction to point to a raw, interior space. My source material is equal parts imagination and field research, most recently into cave systems.

Working to unravel my sense of the world and challenge the narratives and beliefs I hold as truths; I have created a reimagined and surreal bathroom that offers a private and vulnerable space filled with hidden horrors. The animated, imperfect, decayed, and cracked bathroom forms bridge the gap between the impermanent fragility of memory and the ongoing beliefs of a personal narrative. I worked to overcome the assumption that, to heal, something must be completely resolved within itself. Instead, I offer that healing is an undescribed area, that is unmeasurable, and it is forever evolving and never finished.

My artwork is a record of mundane yet impactful experiences of everyday life. The subject of memory and my interest in pictorial space create a visual narrative of the physical and metaphorical ways I navigate the world. I envision space as sometimes a place of comfort, or at times a souvenir of a distant event. Through my paintings, I process and rediscover the past through the intimacy and tactility of mark-making. Each work presents a bittersweet narrative where I examine the complex circumstances that have brought me to a specific moment in time.

I use the domestic as a locale to consider the function of a queer body within the “American Dream.” I frequently remove the objects from their intended uses through various methods of alterations. Breaking things down to queer identity, objects, space, and community, I consider each object as a stand-in for individuals liberated from the pressure of preconceptions and mastery. Each lends itself towards the community identity, serving individually as separate functions within the experience, but also collectively serving as an invitation for on-lookers to join this community that we would define together.

In my work, I create collections of small objects from a variety of materials and curate them into a larger composition in space. These objects are made from clay, wood, paint, sand, beads, cardboard, paper, yarn, tape, and other materials. I arrange these objects into a composition that is informed by painting, which manifests as the wall and floor serving as substrate, along with vinyl shapes delineating areas of the painting as a whole. In these arrangements I aim to break away from taught boundaries in regards to physical space and expectations of familiar materials.

I combine maternal feminist experiences with hand-built ceramic vessels to create functional ritual objects. Pregnancy, childbirth, and motherhood transformed me. I am not just “mother" but also “artist” and “woman:” this multiplicity is intersubjectivity. I reconciled my conflicting priorities through my art with authentic testimony, memorialization, and activism. Rich red earthenware is clothed with rhythmic, radial pinch marks and stylized floral illustrations. Pottery has a strong association with the body, combining naturally with corporeal forms. My installation and performance pieces use the pot's function as a conceptual vehicle. Perhaps a little solemn reflection kneeling before Vessel of the Female Spirit or listening by Fountain will make my viewers better stewards of their selves, the mothers in their lives, and this precious planet.

My work consists of clothing jewelry hybrids that combine the sentimentality and materiality of jewelry with the coverage and protection of clothing.

Surveillance capitalism is pervasive within our everyday lives: turning every movement, emotion, or thought into a commodity to be turned into an ad for us. As our meta-data is bought and sold to third-parties, we are coerced into buying products from targeted ads. This system of behavioral manipulation combines human psychology and emotion analytics to make us nodes within an accurate capitalist network. My work scrutinizes current economic structures through videos, installations, AR and digitally printed garments. In my practice, I satirize data collection, extraction, and commodification through an accumulation of my own user information from large tech companies– including Meta, Google, and Apple. This data is used to digitally produce patterns and create a collection of garments. Through this production of clothing, my work visually represents the symbiotic relationship between consumer capitalism and surveillance capitalism.

I have a desire to make functional objects and seek self-fulfillment through strong craftsmanship. I craft ceramic objects intuitively with an emphasis on the materiality of vessels. I strive to blend expressions of the natural world and the domestic space into functional ceramic wares. My work is a collaboration of material exploration and glaze research. In my practice, I am searching for a balance of human design, nature, and beauty of material. Clay is a seductively tactile medium. I am constantly challenging myself to highlight this characteristic within the finished pieces. Each ceramic piece is full of intentionality and become a record of time. The medium displays a record of moments of impressions and interaction between maker and material. Through the lense of functional ceramics, I create work that is an intersection of maker, object and user within a domestic space.

My work explores the interpersonal and intrapersonal relationships we have with our physical, mental, and emotional bodies. Using techniques ranging from traditional carpentry to digital fabrication, the works are created to represent individual traumatic experiences as well as the universality of loss. My pieces are meant to elicit an empathic response from the audience. There are common traumas and pains that bring humans together as a form of bonding.

This article looks at different eras where African American voices and bodies were uplifted through the arts, publishing, and archives using technology as its platform for communication during calamity in the United States and why it is important that this tradition continues during COVID-19 and in the new decade. The intent of this article is to make those who are unaware aware of the use of digital technologies in the 20th century from an African American perspective through publishing and archiving, as well as community art spaces.

Brief Artist Statement by Jihye Han as part of a 2021 MFA Exhibition, entitled "11,009km” at the Goldmark Cultural Center in Dallas, TX on April 9-May 7, 2021.

Brief Artist Statement by Sean Lopez as part of a 2021 MFA Exhibition, entitled "The Always Girls and Forever Boys” at Sweet Pass Sculpture Park in Dallas, TX on April 17-18, 2021.

Brief Artist Statement by Kyung Hee “Kate” Im as part of a 2021 MFA Exhibition, entitled "Entanglement” in the Union Art Gallery on the campus of the University of North Texas on April 5-22, 2021.

Brief Artist Statement by Shellita Tow as part of a 2021 MFA Exhibition, entitled "Fragmenting Time” in the Cora Stafford Gallery on the campus of the University of North Texas on April 15-20, 2021.

Brief Artist Statement by Marianna Seaton as part of a 2021 MFA Exhibition, entitled "Golden Anecdoche” in the Cora Stafford Gallery on the campus of the University of North Texas on March 15-21, 2021.