Digital Commons Network^™

A Report From The Nihr Uk Working Group On Remote Trial Delivery For The Covid-19 Pandemic And Beyond, Jane A.H. Masoli, Kim Down, Gary Nestor, Sharon Hudson, John T. O’Brien, James D. Williamson, Carolyn A. Young, Camille Carroll

Peninsula Medical School

Abstract Background Prior to the COVID-19 pandemic, the majority of clinical trial activity took place face to face within clinical or research units. The COVID-19 pandemic resulted in a significant shift towards trial delivery without in-person face-to-face contact or “Remote Trial Delivery”. The National Institute of Health Research (NIHR) assembled a Remote Trial Delivery Working Group to consider challenges and enablers to this major change in clinical trial delivery and to provide a toolkit for researchers to support the transition to remote delivery. Methods The NIHR Remote Trial Delivery Working Group evaluated five key domains of the trial delivery pathway: …

Constructivist Peer Review In Music Theory And Composition Courses: Technologies And Practice, Brendan Mcconville

Journal of the Association for Technology in Music Instruction

This article considers the supporting technologies and practices for effective semi-anonymous peer review in traditional music theory and composition-related courses: orchestration, arranging, and composition. A coordinated approach probes two questions nested within one broad case study: (1) does the use of peer review in music theory and composition-related courses create meaningful, constructivist-inspired learning experiences, and (2) what web technologies can efficiently and effectively accomplish its activities? The article first provides a constructivist theoretical framework; next, it explains the methodologies, technologies, and resulting feedback from using peer review in a three-course study; and finally it provides concluding remarks on the many …

Volume 30, Summer 2003 Communication And Theater Association Of Minnesota Journal

Communication and Theater Association of Minnesota Journal

Complete digitized volume (volume 30, Summer 2003) of Communication and Theater Association of Minnesota Journal.

Preserving Innocence: Ending Perceived Adultification And Toxic Masculinity Toward Black Boys, Erik M. Hines, Edward C. Fletcher Jr., Donna Y. Ford, James L. Moore Iii

Journal of Family Strengths

As early as the age of ten, Black boys are viewed as older, guilty until proven innocent by law enforcement (including school resource officers), and encounter a myriad of adverse racialized academic and social experiences (e.g., explicit and implicit biases) (Goff et al., 2014; Noguera, 2008). Dancy (2014) noted how Trayvon Martin, a Black male teen murdered for essentially being seen as threatening and intimidating, was viewed as adult-aged, deviant, troubled, and shiftless. Moreover, Black boys are expected to express minimum “signs” of weakness, vulnerability, and/or sensitivity. The aforementioned social persona may contribute to young Black men and boys not …

Volume 31, Summer 2004 Communication And Theater Association Of Minnesota Journal

Communication and Theater Association of Minnesota Journal

Complete digitized volume (volume 31, Summer 2004) of Communication and Theater Association of Minnesota Journal

Volume 32, Summer 2005 Communication And Theater Association Of Minnesota Journal

Communication and Theater Association of Minnesota Journal

Complete digitized volume (volume 32, Summer 2005) of Communication and Theater Association of Minnesota Journal.

Volume 33, Summer 2006 Communication And Theater Association Of Minnesota Journal

Communication and Theater Association of Minnesota Journal

Complete digitized volume (volume 33) of Communication and Theater Association of Minnesota Journal.

[2021 Winner] Incarceration As A New Age Form Of Slavery For People Of Color And Racism In The United States, Tessa Rosasco

Ethnic Studies Research Paper Award

Throughout the history of the United States, racial disparity has been rampant. This is especially true in relation to the population of people of color imprisoned in the U.S. My paper discusses the racial inequality in America, especially that of African Americans, and how people of color have been unjustly treated in a historically racist and unjust system. Special emphasis has been given to the portrayal of African Americans in the media and how presidential rhetoric and agendas have harmed communities of color.

Aspect-Based Sentiment Analysis Of Movie Reviews, Samuel Onalaja, Eric Romero, Bosang Yun

SMU Data Science Review

This study investigates a comparison of classification models used to determine aspect based separated text sentiment and predict binary sentiments of movie reviews with genre and aspect specific driving factors. To gain a broader classification analysis, five machine and deep learning algorithms were compared: Logistic Regression (LR), Naive Bayes (NB), Support Vector Machine (SVM), and Recurrent Neural Network Long-Short-Term Memory (RNN LSTM). The various movie aspects that are utilized to separate the sentences are determined through aggregating aspect words from lexicon-base, supervised and unsupervised learning. The driving factors are randomly assigned to various movie aspects and their impact tied to …

Spotify: You Have A Hit!, Christopher E. Dawson Jr., Steve Mann, Edward Roske, Gauthier Vasseur

SMU Data Science Review

Abstract. Over 87% of the streaming music is owned by four major record labels (Jones, 2018). Yet, the songs owned by those labels account for <1% of the total amount of music created each year. These labels are historically better at identifying talent (though this talent identification is becoming more difficult). Even though Spotify has 36% of the streaming marketing share (T4, 2021), Spotify has not been profitable because of the large licensing costs paid to the large music labels. If Spotify could identify hit songs & artists before the large labels, they would sign those artists and dramatically reduce their licensing costs. Using the Spotify API, this paper will use Spotify data on over 400K songs over the last three years for exploratory data analysis, provide descriptive statistics, perform feature selection, and develop models using LASSO and XGBOOST Classification. The research determined multiple key features and predicted with over 60% accuracy songs which were going to be a hit (defined as >90% popularity).

Emotion Integrated Music Recommendation System Using Generative Adversarial Networks, Mrinmoy Bhaumik, Patrica U. Attah, Faizan Javed

SMU Data Science Review

Music can stimulate emotions within us; hence is often called the “language of emotion.” This study explores emotion as an additional feature in generating a playlist with a deep learning model to improve the current music recommendation system. This study will sample emotions from certain subjects for each song in a sample of the data. Since the effect of music on emotion is subjective and is different person to person, this study would need a considerable number of subjects to reduce subjectivity. Due to the limited resources, a portion of the data will be labeled with emotion from subjects and …

Alternative Methods For Deriving Emotion Metrics In The Spotify® Recommendation Algorithm, Ronald M. Sherga Jr., David Wei, Neil Benson, Faizan Javed

SMU Data Science Review

Spotify's® recommendation algorithm tailors music offerings to create a unique listening experience for each user. Though what this recommender does is highly impressive, there is always room for improvement given that these techniques are not fully prescient. This study posits that in addition to creating certain features based on audio analysis, incorporating new features derived from album art color as well as lyrical sentiment analysis may provide additional value to the end user. This team did not find that a significant difference existed between color valence and Spotify® valence; however, all other comparisons resulted in statistically significant difference of means …

Clinical Diagnosis Support With Convolutional Neural Network By Transfer Learning, Spencer Fogleman, Jeremy Otsap, Sangrae Cho

SMU Data Science Review

Breast cancer is prevalent among women in the United States. Breast cancer screening is standard but requires a radiologist to review screening images to make a diagnosis. Diagnosis through the traditional screening method of mammography currently has an accuracy of about 78% for women of all ages and demographics. A more recent and precise technique called Digital Breast Tomosynthesis (DBT) has shown to be more promising but is less well studied. A machine learning model trained on DBT images has the potential to increase the success of identifying breast cancer and reduce the time it takes to diagnose a patient, …

Covid-19 - A Graph Network Approach, Nibhrat Lohia, Rajesh Satluri, Suchismita Moharana, Venkat Kasarla

SMU Data Science Review

The effects of COVID-19 and its spreads are attributed to various factors. This study uses CDC open-source data on COVID-19 effected population with features ranging from location to ethnicity, to create a Knowledge Graph to measure the similarity between COVID-19 cases and estimate the risk for people likely affected by COVID-19. This data could be used to find correlations between distinct factors, like ethnicity and pre-existing health conditions, to find the vulnerability of a given COVID-19 patient. Using the Jaccard similarity coefficient, in the knowledge graph, we are able to identify and explore relationships between COVID-19 cases as well as …

Fashion, Identity And The Muslim-American Narrative, Shireen Soliman

Artizein: Arts and Teaching Journal

In this pivotal time, assumptions, boundaries, power structures and relationships within society are being reconsidered and reimagined. My research project, “Fashion, Identity and the Muslim- American Narrative” builds off of well-established prior models and responds to this moment. Through this multidisciplinary, multimedia design workshop series geared towards Muslim American female adolescents, we are able to leverage the powerful intersection of design, technology, community, social media and social justice. In this affirming, enlightening space, we use fashion, dress and personal narrative as the springboard and means of exploring the intrinsic connection between social and emotional issues surrounding identity development, social justice …

Aesthetic And Pedagogical Compasses: The Self In Motion, Liora Bresler

Artizein: Arts and Teaching Journal

This is a story of composing and being composed by “Aesthetics and curriculum”, a course I taught for 28 years at the University of Illinois. The course aimed at living with questions, as Rilke famously suggested, rather than seeking ultimate answers; heightened experience, wonder and exploration rather than mastery; creating openings rather than pre-destined knowledge. Tuning inward and outward were complementary processes that supported each other in a dynamic conversation involving artworks, the self, and aesthetic theories. We learned about ourselves in the process of encountering artworks and aesthetic theories, and, in turn, the encounter with our individual selves was …

The Bridge, Bonnie Berkowitz

Artizein: Arts and Teaching Journal

Abstract “The Bridge”

Stories That Mattered: Inspirited Stories and the Unfolding Arts Curriculum as a call for papers for Fall 2021 issue inspired this Art Therapy educator to consider and re-examine past teaching beliefs and practices, to underscore and understand with more clarity, how the dissonance between two styles of a classical Fine Arts and an Art Therapy Education became apparent in an Art Therapy graduate studio course. With a sharing of past experiences and ideology, Berkowitz writes about how the examination of quality and fears, about a fine arts critique and the nonjudgmental art discussion, highlight the need to …

Front Matter Artizein December 2021, Peter London

Artizein: Arts and Teaching Journal

Front Matter for Artizein: Arts & Teaching Journal December 2021. Includes table of contents.

Full Issue Artizein_December 2021, Peter London

Artizein: Arts and Teaching Journal

A full PDF of the themed Artizein: Arts & Teaching Journal issue entitled 'Stories that Mattered' edited by Peter London.

Pokégan: P2p (Pet To Pokémon) Stylizer, Michael B. Hedge, Morgan Nelson, Thomas Pengilly, Michael Weatherford

SMU Data Science Review

This paper covers the development, testing, and implementation of an automatic framework for converting common images of pets into a Pokémon cartoon with the style of a Pokémon trading card. The technique will first implement object detection for common animals to facilitate image segmentation and apply the appropriate style transfer model to ensure the most aesthetic stylization. It explores various methods to address artifacts in the results of common neural style transfer techniques using Generative Adversarial Networks (GANs). This research sets up a framework to create an app that converts user-submitted pet pictures to Pokémon styled images using the most …

Intelligent Investment Portfolio Management Using Time-Series Analytics And Deep Reinforcement Learning, Sachin Chavan, Pradeep Kumar, Tom Gianelle

SMU Data Science Review

Abstract. – With globalization, the capital markets have exploded in size and value, making them exceedingly difficult to predict. These days the public has access to real-time data of the market-leading to more participation. As a positive step, this might lead to better wealth distribution in the society, and it also adds to the random nature of the market, making it more unpredictable. The portfolio accounts consisting of stocks and bonds are considered serious investment assets. They can make or break a person’s future. It is also a way of shielding one against market risk or rising inflation. These accounts, …

Identifying Vacant Lots To Reduce Violent Crime In Dallas, Texas, Laura Lazarescou, Andrew Mejia, Tina Pai, Sabrina Purvis, Robert Slater, Owen Wilson-Chavez

SMU Data Science Review

Vacant lots have been associated with community violence for many years. Researchers have confirmed a positive correlation between vacant lots and vacant buildings with increased violence in urban and rural geographies. However, identifying vacant lots has been a challenge, and modeling methods were largely manual and time-intensive. This prevented cities and non-profit organizations from acting on the information since it was expensive and high-risk to develop remediation programs without clearly understanding where or how many vacant lots existed.

The primary objective of this study was to provide a predictive model that accelerates and improves the accuracy of prior land classification …

Promoting Professional Development Through Appreciative Inquiry: Aiding The Transition Of College Student Employees As Emerging Professionals, Juleane Johnson

M.A. in Higher Education Leadership: Action Research Projects

The purpose of this action research study aimed to identify how to better promote and support the transition as emerging professionals and elevate the professional development capacity of Sixth College Residence Life at the University of California, San Diego. The primary research question guiding these endeavors is: What role do I/our office play in the transition of student employees to emerging professionals? The secondary question is: How can I/our office collaborate to elevate professional development practices and capacity? Research participants took part through virtual interviews, virtual focus groups, and the completion of an online survey. The significance of my efforts …

Role Of School-Based Occupational Therapy Practitioners: Perspectives From Teachers And Ots, Kristen A. Ollison, Pam Kasyan-Howe, Kristin Domville, Lisa Schubert

Fall 2021 Virtual OTD Capstone Symposium

Schools are the third largest employer of occupational therapists (OTs) in the United States (U.S. Bureau of Labor Statistics, 2021). Occupational Therapists have the distinctive ability to observe the child in their natural context of the school, a place where children participate in a variety of activities (Benson et al., 2015). The problem is that there continues to be discrepancies in the understanding and utilization of OT services in the school setting that affect the perceptions of both OTs and teachers regarding the OT role in school, and general service provision (Bolton & Plattner, 2020; Seruya & Garfinkel, 2020; Truong …

Board Of Trustees Meeting Minutes 2021-12-10, Bowling Green State University

Board of Trustees Meeting Minutes

The official meeting minutes of Bowling Green State University's Board of Trustees.

Digital Pulpit: A Thematic Analysis Of Evangelical Leaders’ Statements On Twitter In The Two Weeks Following The January 6 Capitol Riot, Everett Belle Kirkman

Honors Theses

White evangelicals overwhelmingly supported Donald Trump in the 2016 presidential election. According to the Pew Research Center, 81% voted for him. That support baffled pundits at first but held up throughout his presidency. By the time the 2020 election season was ramping up, White evangelicals who supported Trump held more tightly to their beliefs, many taking to social media to convey their opinions. Since the U.S. Capitol riot on January 6, 2021, over 600 outspoken Trump supporters have been arrested and charged for inciting violence in dispute of election results. This research is a thematic content analysis of the statements …

Taylor University Wins National Recognition From Television Academy Foundation, Taylor University

2021 Website News Stories

No abstract provided.

What Does Masculinity Have To Do With It? The Roles Of Fathers In The Socialization Of Children’S Emotions And Emotion Regulation, Kathryn Cherry

Dissertations

Emotion regulation skills are important in a variety of domains throughout the lifespan, including psychological, social, academic, and occupational functioning. Research on children’s emotion regulation skill development often examines the family, exploring caregiver approaches to emotion socialization. However, this research has predominantly been conducted with mothers. Fathering is of particular interest to children’s emotional development for a variety of reasons, including the role of traditional Western masculine norms in gendered differences in emotion expression and regulation techniques. Fathers’ conformity with masculine norms and difficulty with emotion regulation have potential to impact their emotion socialization practices, and therefore relate to their …

Pittsburg State University Commencement, December 2021, Pittsburg State University

Commencement, 1903-Present

Program of undergraduate and graduate commencement exercises at Pittsburg State University on December 10, 2021.

The Great Water Design Challenge: A Collaboration With Noaa Planet Stewards, Elizabeth Martinez

Publications & Research

Session Goals

• Define design challenge
• Generate ideas for classroom design challenge
• Outline design challenge for your classroom

NOAA Planet Stewards NESTA Article