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Newsletter Fall 2021, College Of Business &. Information Systems

BIS Newsletter

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Exploring The Relationship Between Mandatory Helmet Use Regulations And Adult Cyclists’ Behavior In California Using Hybrid Machine Learning Models, Fatemeh Davoudi Kakhki, Maria Chierichetti

Mineta Transportation Institute

In California, bike fatalities increased by 8.1% from 2015 to 2016. Even though the benefits of wearing helmets in protecting cyclists against trauma in cycling crash has been determined, the use of helmets is still limited, and there is opposition against mandatory helmet use, particularly for adults. Therefore, exploring perceptions of adult cyclists regarding mandatory helmet use is a key element in understanding cyclists’ behavior, and determining the impact of mandatory helmet use on their cycling rate. The goal of this research is to identify sociodemographic characteristics and cycling behaviors that are associated with the use and non-use of bicycle …

A Research Project Of Developing A Research Data Management Service (Rds) Program At Cwu: Needs Assessment And Recommendations, Ping Fu

Library Scholarship

The project is to analyze the needs of Central Washington University (CWU) researchers for research data management services (RDS) through an assessment and evaluation process, discuss the possibility of developing an RDS at CWU Libraries. A survey was designed to assess and evaluate CWU researchers’ needs for RDS and to explore the feasibility of launching an RDS program at CWU Libraries. Through analyzing the survey results, this study found that the researchers’ needs in a regional comprehensive university such as CWU could be quite different from those of researchers in a research-intensive university. Thus, with limited budget and resources, a …

Multicenter, Double-Blind, Placebo-Controlled Trial Of Seviprotimut-L Polyvalent Melanoma Vaccine In Patients With Post-Resection Melanoma At High Risk Of Recurrence, Craig L Slingluff, Karl D Lewis, Robert Andtbacka, John Hyngstrom, Mohammed Milhem, Svetomir N Markovic, Tawnya Bowles, Omid Hamid, Leonel Hernandez-Aya, Joel Claveau, Sekwon Jang, Prejesh Philips, Shernan G Holtan, Montaser F Shaheen, Brendan Curti, William Schmidt, Marcus O Butler, Juan Paramo, Jose Lutzky, Arvinda Padmanabhan, Sajeve Thomas, Daniel Milton, Andrew Pecora, Takami Sato, Eddy Hsueh, Suprith Badarinath, John Keech, Sujith Kalmadi, Pallavi Kumar, Robert Weber, Edward Levine, Adam Berger, Anna Bar, J Thaddeus Beck, Jeffrey B Travers, Catalin Mihalcioiu, Brian Gastman, Peter Beitsch, Suthee Rapisuwon, John Glaspy, Edward C Mccarron, Vinay Gupta, Deepti Behl, Brent Blumenstein, Joanna J Peterkin

Department of Medical Oncology Faculty Papers

Background: Most patients with advanced melanomas relapse after checkpoint blockade therapy. Thus, immunotherapies are needed that can be applied safely early, in the adjuvant setting. Seviprotimut-L is a vaccine containing human melanoma antigens, plus alum. To assess the efficacy of seviprotimut-L, the Melanoma Antigen Vaccine Immunotherapy Study (MAVIS) was initiated as a three-part multicenter, double-blind, placebo-controlled phase III trial. Results from part B1 are reported here.

Methods: Patients with AJCC V.7 stage IIB-III cutaneous melanoma after resection were randomized 2:1, with stage stratification (IIB/C, IIIA, IIIB/C), to seviprotimut-L 40 mcg or placebo. Recurrence-free survival (RFS) was the primary endpoint. For …

Magnetic Field Perturbations To A Soft X-Ray-Activated Fe (Ii) Molecular Spin State Transition, Guanhua Hao, Alpha T. N’Diaye, Thilini K. Ekanayaka, Ashley S. Dale, Xuanyuan Jiang, Esha Mishra, Corbyn Mellinger, Saeed Yazdani, John W. Freeland, Jian Zhang, Ruihua Cheng, Xiaoshan Xu, Peter Dowben

Peter Dowben Publications

The X-ray-induced spin crossover transition of an Fe (II) molecular thin film in the presence and absence of a magnetic field has been investigated. The thermal activation energy barrier in the soft X-ray activation of the spin crossover transition for [Fe{H₂B(pz)₂ }₂ (bipy)] molecular thin films is reduced in the presence of an applied magnetic field, as measured through X-ray absorption spectroscopy at various temperatures. The influence of a 1.8 T magnetic field is sufficient to cause deviations from the expected exponential spin state transition behavior which is measured in the field free case. We find …

What Factors Predict An Anesthesiologist’S Willingness To Proceed With An Anesthetic?, Nadine K. Ragbir

Doctoral Dissertations and Master's Theses

Anesthesiologists are exposed to higher stress levels than many other physician specialties. They are also at an increased risk for developing mental disorders, alcohol and drug dependencies, sleep disturbances, and suicidal ideations. Therefore, the purpose of this dissertation was to explore the factors that predict an anesthesiologist’s willingness to proceed with an anesthetic. The current study consisted of two stages. The first stage was developing a regression equation that was used to predict anesthesiologists’ willingness to proceed with an anesthetic. During the second stage, additional data was collected to test the model that was developed in the first stage. Six …

It's Not Just A Game: Exploring The Effects Of An Escape Room Team Building Intervention, Andrew C. Griggs

Doctoral Dissertations and Master's Theses

Escape rooms have been used as a training intervention in multiple contexts, but their efficacy as a team building intervention is not well understood. The purpose of this study was to assess the effects of a team building escape room on perceptions of team processes and perceived team effectiveness, the sustainability of these effects, as well as relationships between team processes and task completion in this context. This research utilized archival data of 33 healthcare teams (n = 145 participants) completing a team building escape room and prospectively collected follow-up data from the same participants (n = 49 …

The Occurrence And Control Of Waterborne Viruses In Drinking Water Treatment: A Review, Li Chen, Yang Deng, Shengkun Dong, Hong Wang, Pan Li, Huaiyu Zhang, Wenhai Chu

Department of Earth and Environmental Studies Faculty Scholarship and Creative Works

As the coronavirus disease 2019 continues to spread globally, its culprit, the severe acute respiratory syndrome coronavirus 2 has been brought under scrutiny. In addition to inhalation transmission, the possible fecal-oral viral transmission via water/wastewater has also been brought under the spotlight, necessitating a timely global review on the current knowledge about waterborne viruses in drinking water treatment system – the very barrier that intercepts waterborne pathogens to terminal water users. In this article we reviewed the occurrence, concentration methods, and control strategies, also, treatment performance on waterborne viruses during drinking water treatment were summarized. Additionally, we emphasized the potential …

Chda Certification Exam Success Factors, Renae Spohn, William Schweinle Iii, Patti Berg-Poppe, Carole South-Winter, David Dejong

Research & Publications

This study explored possible success factors for passing the Certified Health Data Analyst Administration (CHDA) certification exam. According to the American Health Information Management Association (AHIMA), in 2019, only 10 percent of first-time test-takers passed the CHDA exam. Literature review offered insight into factors related to passing certification exams. Sources included existing, relevant peer-reviewed, and published literature since 1990 within 87 educational and health/medicine databases and 62 other articles and journal databases available at the University of South Dakota library. A correlational design was used in the study. Data was retrieved from AHIMA, cleaned, and data analysis was completed using …

Holding Water For The City: Emergent Geographies Of Storage And The Urbanization Of Nature, Sayd Randle

Research Collection College of Integrative Studies

In the US West, water stories are often aqueduct stories, narratives of moving the vital resource from one place to another. This paper, in contrast, explores nascent efforts to keep the water still, in the name of helping buffer cities from the anticipated impacts of climate change. Scripted as potential holding sites for an urban water reserve, aquifers and the task of filling them now orient a range of policies and material investments across Southern California. Building on writings that explore the multi-scalar politics of storing and stockpiling vaccines, resources, and lively or uncooperative commodities, this analysis approaches storage as …

Data Mining Cubes For Buildings, A Generic Framework For Multidimensional Analytics Of Building Performance Data, Julien Leprince, Clayton Miller, Wim Zeiler

Research Collection College of Integrative Studies

Over the last decade, collecting massive volumes of data has been made all the more accessible, pushing the building sector to embrace data mining as a powerful tool for harvesting the potential of big data analytics. However repetitive challenges still persist emerging from the need for a common analytical frame, effective application- and insight-driven targeted data selection, as well as benchmarked-supported claims. This study addresses these concerns by putting forward a generic stepwise multidimensional data mining framework tailored to building data, leveraging the dimensional-structures of data cubes. Using the open Building Data Genome Project 2 set, composed of 3053 energy …

Fibrin Gel Enhances The Antitumor Effects Of Chimeric Antigen Receptor T Cells In Glioblastoma, Edikan A. Ogunnaike, Alain Valdivia, Mostafa Yazdimamaghani, Ernesto Leon, Seema Nandi, Hannah Hudson, Hongwei Du, Simon Khagi, Zhen Gu, Barbara Savoldo, Frances S. Ligler, Shawn Hingtgen, Gianpietro Dotti

Chemical and Biochemical Engineering Faculty Research & Creative Works

Regional delivery of chimeric antigen receptor (CAR) T cells in glioblastoma represents a rational therapeutic approach as an alternative to intravenous administration to avoid the blood-brain barrier impediment. Here, we developed a fibrin gel that accommodates CAR-T cell loading and promotes their gradual release. Using a model of subtotal glioblastoma resection, we demonstrated that the fibrin-based gel delivery of CAR-T cells within the surgical cavity enables superior antitumor activity compared to CAR-T cells directly inoculated into the tumor resection cavity.

Preparation And Pharmacokinetic Characterization Of An Anti-Virulence Compound Nanosuspensions, Nan Wang, Feng Qi, Xiaolong He, Honglan Shi, David W. Anderson, Hao Li, Hongmin Sun

Chemistry Faculty Research & Creative Works

Antibiotic resistance has become a worldwide public health threat due to the rapid evolu-tion and spread of antibiotic-resistant bacteria. CCG-211790 is a novel anti-virulence compound that does not kill bacteria but could ameliorate human diseases by inhibiting expression of virulence factors, thereby applying less selection pressure for antibiotic resistance. However, its potential clinical use is restricted because of its poor aqueous solubility, resulting in formulation challenges. Nanosuspension technology is an effective way to circumvent this problem. Nanosuspensions of CCG-211790 with two different particle sizes, NanoA (315 ± 6 nm) and NanoB (915 ± 24 nm), were prepared using an antisolvent …

Machine Learning For High-Fidelity Prediction Of Cement Hydration Kinetics In Blended Systems, Rachel Cook, Taihao Han, Alaina Childers, Cambria Ryckman, Kamal Khayat, Hongyan Ma, Jie Huang, Aditya Kumar

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

The production of ordinary Portland cement (OPC), the most broadly utilized man-made material, has been scrutinized due to its contributions to global anthropogenic CO₂ emissions. Thus -- to mitigate CO₂ emissions -- mineral additives have been promulgated as partial replacements for OPC. However, additives -- depending on their physiochemical characteristics -- can exert varying effects on OPC's hydration kinetics. Therefore -- in regards to more complex systems -- it is infeasible for semi-empirical kinetic models to reveal the underlying nonlinear composition-property (i.e., reactivity) relationships. In the past decade or so, machine learning (ML) has arisen as a promising, …

Self-Adhesive Silicone Microstructures For The Treatment Of Tympanic Membrane Perforations, Gabriela Moreira Lana, Katharina Sorg, Gentiana Ioana Wenzel, Dietmar Hecker, René Hensel, Bernhard Schick, Klaus Kruttwig, Eduard Arzt

Chemical and Biochemical Engineering Faculty Research & Creative Works

Inspired by the gecko foot, polymeric microstructures have demonstrated reliable dry adhesion to both stiff objects and sensitive surfaces such as skin. Microstructured silicone patches are proposed, herein, for the treatment of tympanic membrane perforations with the aim of serving as an alternative for current surgical procedures that require anesthesia and ear canal packing. Sylgard 184 PDMS micropillars of 20 μm in diameter and 60 μm in length are topped by a Soft Skin Adhesive (SSA) MG7-1010 terminal layer, of about 25 μm thickness. The adhesion is evaluated by specially designed tack tests against explanted murine eardrums and, for comparison, …

General Aviation Flight Safety During The Covid-19 Pandemic, Douglas D. Boyd

Publications

BACKGROUND/OBJECTIVE: The COVID-19 virus has caused over 582,000 deaths in the United States to date. However, the pandemic has also afflicted the mental health of the population at large in the domains of anxiety and sleep disruption, potentially interfering with cognitive function. From an aviation perspective, safely operating an aircraft requires an airmans cognitive engagement for: 1) situational awareness, 2) spatial orientation, and 3) avionics programming. Since impaired cognitive function could interfere with such tasks, the current study was undertaken to determine if flight safety for a cohort of single engine, piston-powered light airplanes was adversely affected during a period …

#Blacklivesmatter: From Protest To Policy, Jamillah Bowman Williams, Naomi Mezey, Lisa O. Singh

Georgetown Law Faculty Publications and Other Works

In summer 2020, mass protests spread across the globe challenging police brutality and racial injustice and demanding change. Fueled by the Black Lives Matter (BLM) movement in the wake of the police murder of George Floyd, these protests drew 15 million to 26 million participants in the United States alone to participate in late May and June of 2020. The sheer scale of these protests made them the largest movement in U.S. history. While there has been some consensus that this unprecedented protest movement pushed social awareness and changed the national conversation around race, existing research has yet to clearly …

Active Learning With Silent Participation, A.E. Dreyfuss

Publications and Research

Silence by participants in peer-led learning sessions is often viewed as lack of engagement and interpreted as lack of participation or interest. This paper addresses facets of silence, suggesting linguistic, cultural, and other reasons for quietude, and provides methods of facilitation that incorporate silence to give voice to noiseless participation as a bridge to learning.

Think In The Domain And Scope Of Information Application In The New Era, Mingwei Tang, Ruijuan Jiang, Xiaorong He, Xingshan Yao

Journal of Scientific Information Research

[Purpose/significance]Provide ideas and references for the application study of information science in the new era.[Method/process]The paper makes a literal reviews on information science application studies from development changes,influence domains and scopes and changes of analysis methods to analyze changes of information science in the new era.According to these changes,it analyzes the impact and influence scopes of information application from the six domains which are scientific research,military affairs, public safety, science and technology,economics and decision support.And six related cases are used to explain the application methods and process of information application on the relevant domains.[Result/conclusion]The cases study shows that the domains …

Effect Of Non-Planar Tungsten V-Electrode Pattern In A 3d Printed Microfluidic System, Mohammad Salman Parvez, Md Fazlay Rubby, Shanzida Kabir, Meah Imtiaz Zulkarnain, Nazmul Islam

Electrical and Computer Engineering Faculty Publications

Manipulation, guiding, and focusing of particles is an important phenomenon in the area of biomedical research. In most cases, particles are suspended in a microfluidic environment. These microfluidic environments can be high or low conductive. Most importantly these flows seeded with the micro-particles are manipulated and guided in microfluidic channels. Microfluidic channels have very low dimensions and considering the flow rate the characteristic of the flow in a microfluidic channel is laminar in nature. There are many micromachining methods available for fabricating microfluidic channels such as soft-lithography, wet etching, electroforming, PDMS molding, laser ablation followed by wet etching but in …

Perception And Practices Of Faculty Members About Electronic Information Resources: A Survey Of Public Sector Universities Of Khyber Pakhtunkhwa, Pakistan, Mohammad Hussain, Saddiqa Ms, Tahir Jan

Library Philosophy and Practice (e-journal)

Purpose: This study investigated the perception, awareness and practices of faculty members regarding e-resources. Moreover, it also highlighted the problems faced by the faculty members while accessing these resources.

Research Design and Methodology. The study was quantitative in nature and survey was conducted to collect data from the respondents through questionnaire. The stratified sampling technique was used, and 340 faculty members were selected from the population of 661. The collected data was analyzed using Statistical Package for Social Sciences version 22 (SPSS).

Findings. It was found that Google was the most used search engine among the respondents. They were aware …

Design And Development Of A Mooc On Information Handling Skills In Teaching, Learning And Research: A Case Study, K Veeranjaneyulu, Ganesan Rathinasabapathy

Library Philosophy and Practice (e-journal)

This paper is a case study of designing; creating and implementing a MOOC course on ‘Information Handling Skills in Teaching, Learning and Research’ at the central library, PJTSAU, Hyderabad, India funded by the Indian Council of Agricultural Research under World Bank funded project on National Agricultural Higher Education Project. The authors explain about the components of planning and designing a MOOC course with detailed information about various issues, procedures, standards, and technical aspects such as hardware and software specifications. This paper also describes the importance of Massive Open Online Courses (MOOCs) and their advantages over the traditional teaching methods. It …

Holoboard: A Large-Format Immersive Teaching Board Based On Pseudo Holographics, Jiangtao Gong, Teng Han, Siling Guo, Jiannan Li, Siyu Zha, Liuxin Zhang, Feng Tian, Qianying Wang, Yong Rui

Research Collection School Of Computing and Information Systems

In this paper, we present HoloBoard, an interactive large-format pseduo-holographic display system for lecture based classes. With its unique properties of immersive visual display and transparent screen, we designed and implemented a rich set of novel interaction techniques like immersive presentation, role-play, and lecturing behind the scene that are potentially valuable for lecturing in class. We conducted a controlled experimental study to compare a HoloBoard class with a normal class through measuring students’ learning outcomes and three dimensions of engagement (i.e., behavioral, emotional, and cognitive engagement). We used pre-/post- knowledge tests and multimodal learning analytics to measure students’ learning outcomes …

Links Do Matter: Understanding The Drivers Of Developer Interactions In Software Ecosystems, Subhajit Datta, Amrita Bhattacharjee, Subhashis Majumder

Research Collection School Of Computing and Information Systems

Studies of collaborating individuals engaged in collective enterprises usually focus on the individuals, rather than the links supporting their interaction. Accordingly, large scale software development ecosystems have also been examined primarily in terms of developer engagement. We posit that communication links between developers play a central role in the sustenance and effectiveness of such ecosystems. In this paper, we investigate whether and how developer attributes relate to the importance of the communication channels between them. We present a technique using 2nd order Markov models to extract features of interest of the links and apply the technique on data from a …

Target-Guided Emotion-Aware Chat Machine, Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou, Yuchong Hu, Shanshan Feng

Research Collection School Of Computing and Information Systems

The consistency of a response to a given post at the semantic level and emotional level is essential for a dialogue system to deliver humanlike interactions. However, this challenge is not well addressed in the literature, since most of the approaches neglect the emotional information conveyed by a post while generating responses. This article addresses this problem and proposes a unified end-to-end neural architecture, which is capable of simultaneously encoding the semantics and the emotions in a post and leveraging target information to generate more intelligent responses with appropriately expressed emotions. Extensive experiments on real-world data demonstrate that the proposed …

Revocable Policy-Based Chameleon Hash, Shengmin Xu, Jianting Ning, Jinhua Ma, Guowen Xu, Jiaming Yuan, Robert H. Deng

Research Collection School Of Computing and Information Systems

Policy-based chameleon hash (PCH) is a cryptographic building block which finds increasing practical applications. Given a message and an access policy, for any chameleon hash generated by a PCH scheme, a chameleon trapdoor holder whose rewriting privileges satisfy the access policy can amend the underlying message without affecting the hash value. In practice, it is necessary to revoke the rewriting privileges of a trapdoor holder due to various reasons, such as change of positions, compromise of credentials, or malicious behaviours. In this paper, we introduce the notion of revocable PCH (RPCH) and formally define its security. We instantiate a concrete …

Assessing Generalizability Of Codebert, Xin Zhou, Donggyun Han, David Lo

Research Collection School Of Computing and Information Systems

Pre-trained models like BERT have achieved strong improvements on many natural language processing (NLP) tasks, showing their great generalizability. The success of pre-trained models in NLP inspires pre-trained models for programming language. Recently, CodeBERT, a model for both natural language (NL) and programming language (PL), pre-trained on code search dataset, is proposed. Although promising, CodeBERT has not been evaluated beyond its pre-trained dataset for NL-PL tasks. Also, it has only been shown effective on two tasks that are close in nature to its pre-trained data. This raises two questions: Can CodeBERT generalize beyond its pre-trained data? Can it generalize to …

Design And Supervision Model Of Group Projects For Active Learning, Yi Meng Lau, Kyong Jin Shim, Swapna Gottipati

Research Collection School Of Computing and Information Systems

This research paper presents a group project framework for a second-year programming course, which was conducted during the COVID-19 pandemic. The framework offers well defined stages of the group project which allow students to work on their choice of a real-world problem, integrate their learnings from previous courses, and present a working solution. In the group project, students actively participate, reflect, and contribute to achieving the goals set in the learning objectives of the course. Our framework incorporates key features from Kolb’s Experiential Learning Theory (1984) and principles of active learning from Barnes (1989) to achieve active and experiential learning …

Learning To Adversarially Blur Visual Object Tracking, Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yang Liu, Jianjun Zhao

Research Collection School Of Computing and Information Systems

Motion blur caused by the moving of the object or camera during the exposure can be a key challenge for visual object tracking, affecting tracking accuracy significantly. In this work, we explore the robustness of visual object trackers against motion blur from a new angle, i.e., adversarial blur attack (ABA). Our main objective is to online transfer input frames to their natural motion-blurred counterparts while misleading the state-of-the-art trackers during the tracking process. To this end, we first design the motion blur synthesizing method for visual tracking based on the generation principle of motion blur, considering the motion information and …

Self-Regulation For Semantic Segmentation, Dong Zhang, Hanwang Zhang, Jinhui Tang, Xian-Sheng Hua, Qianru Sun

Research Collection School Of Computing and Information Systems

In this paper, we seek reasons for the two major failure cases in Semantic Segmentation (SS): 1) missing small objects or minor object parts, and 2) mislabeling minor parts of large objects as wrong classes. We have an interesting finding that Failure-1 is due to the underuse of detailed features and Failure-2 is due to the underuse of visual contexts. To help the model learn a better trade-off, we introduce several Self-Regulation (SR) losses for training SS neural networks. By “self”, we mean that the losses are from the model per se without using any additional data or supervision. By …