Digital Commons Network^™

Through A Glass, Darkly: Systemic Racism, Affirmative Action, And Disproportionate Minority Contact, Robin Walker Sterling

Michigan Law Review

This Article is the first to describe how systemic racism persists in a society that openly denounces racism and racist behaviors, using affirmative action and disproportionate minority contact as contrasting examples. Affirmative action and disproportionate minority contact are two sides of the same coin. Far from being distinct, these two social institutions function as two sides of the same ideology, sharing a common historical nucleus rooted in the mythologies that sustained chattel slavery in the United States. The effects of these narratives continue to operate in race-related jurisprudence and in the criminal legal system, sending normative messages about race and …

All God's Children: An Exploratory Study Of Factors To Promote Inclusion Of Autistic Children Within Local Church Congregations, David John Scott Quel

Doctoral Dissertations and Projects

The purpose of this phenomenological study was to understand the gap that exists within the literature concerning the parent’s perspective for incorporating Autistic individuals into the life of the church. The theory guiding this study is Maslow’s hierarchy of needs. In Maslow’s hierarchy, there are five level of needs. These areas are physical needs, security needs, love and belonging, esteem needs and self-actualization. These are the most basic needs whether someone is disabled, has special needs, or has no problems at all. The problem remains, far too often, those individuals who are on the Autistic spectrum are looked at as …

Teaching Intentional Discipleship In An Age Of Moral Relativism, David Cruz Martinez

Doctoral Dissertations and Projects

Teaching Intentional Discipleship in an Age of Moral Relativism is essential to counteracting the downward trend of morality, religious affiliation, and church growth in America. In the church where discipleship and fulfilling the Great Commission is becoming more of an option versus a necessity, the fruit of unintentional discipleship has contributed to the transformation of America into an age of moral relativism with no end in sight unless the church reverts to its first love of the Great Commission. The project will accentuate the statistics that demonstrate the current statistical decline of church attendance in the western world and explain …

A Study Of Hunger Relief-Based Outreach As A Model Of Church Growth For The Unattractional Church: The Gospel Grocery Wagon, Jerry Wayne Vineyard

Doctoral Dissertations and Projects

The purpose of the research project is to create a strategy for Under Over Fellowship to engage the immediate low socio-economic, cross-cultural, and multi-racial community with the Gospel of Jesus Christ and to see those who make professions of faith in Jesus Christ become active members of Under Over Fellowship. This model of church growth will be facilitated through the combination of servant evangelism and long-term hunger relief. This method will provide a comfortable and non-confrontational way for members of Under Over Fellowship to build relationships and share the gospel with the residents of the low-income apartment complexes and trailer …

Rearing Silver Therapon Leiopotherapon Plumbeus (Teleostei: Terapontidae) Larvae Using Euryhaline Rotifers As Starter Food, Frolan A. Aya, Vicar Stella Nillasca, Luis Maria B. Garcia

The Philippine Agricultural Scientist

The silver therapon Leiopotherapon plumbeus is an important but dwindling freshwater food commodity in the Philippine freshwater habitats. The influence of feeding regimes on growth performance and survival of first-feeding silver therapon larvae fed euryhaline rotifers (Brachionus rotundiformis and B. plicatilis) as starter food was examined. Larvae at two days post-hatch (DPH) (1.93 ± 0.07 mm; 200 larvae/basin) were initially reared on rotifers for 12 days followed by Artemia nauplii from 14 to 35 DPH as follows: (A) B. rotundiformis from 2-13 DPH; (B) B. rotundiformis from 2-7 DPH and Moina micrura from 8-13 DPH; and (C) B. …

Correction To: Response Shift In Patient-Reported Outcomes: Definition, Theory, And A Revised Model, Antoine Vanier, Frans J. Oort, Leah Mcclimans, Nikki Ow, Bernice G. Gulek, Jan R. Böhnke, Mirjam Sprangers, Véronique Sébille, Nancy Mayo, Response Shift-In Sync Working Group

Faculty Publications

No abstract provided.

Medical Aid In Dying, Semoon Chang

KAUPA Letters

No abstract provided.

The State Of The Art Of Telecommunications Service Management, Young B. Choi

KAUPA Letters

No abstract provided.

What Is The Future Of The Korean Peninsula?, Yeomin Yoon

KAUPA Letters

No abstract provided.

Book Review – Esat Goes West: The Making Of Oriental Yankee, Young B. Choi

KAUPA Letters

No abstract provided.

Reflections On Award-Winning Books, 1985-2020

The Writing Center Journal

Deidra Faye Jackson and Alice Johnston Myatt

Reflection: ESL Writers: A Guide for Writing Center Tutors

edited by Shanti Bruce and Ben Rafoth, 2004

Review: Theories And Methods Of Writing Center Research: A Practical Guide Edited By Jo Mackiewicz And Rebecca Day Babcock, Emily Bouza

The Writing Center Journal

With nine chapters on theories and 10 chapters on methods, all contributed by knowledgeable professionals, Theories and Methods of Writing Center Research: A Practical Guide, edited by Jo Mackiewicz & Rebecca Day Babcock, is the research guide I have been waiting for. I have previously conducted two IRB-approved studies on writing centers and am in the middle of my third; without this guide, I have had to pull from multiple sources and have tried to read between the lines of published articles to determine the theories, methods, and methodologies that might best suit a writing center-specific context as a …

Mindful Wandering: Nature And Global Travel Through The Eyes Of A Farmgirl Scientist, Rebecca J. Romsdahl

Digital Press Books

Mindful Wandering is an inspiring blend of memoir, travelogue, and environmental manifesto. As a translational ecologist, Rebecca Romsdahl is trained to ask critical questions about how we can improve our human relationships with the natural world for a sustainable, resilient future. As a farmgirl, she learned how to observe nature and life through the changing seasons. In this collection of essays spanning two decades, Romsdahl weaves these ideas together as she travels our changing world. From a Minnesota farm to the mountains of Peru and the edge of the Sahara Desert, she explores strategies for sustainability and resilience, and advocates …

The Wrong Side Of The Wall, Grant Mcmillan

Greenway Press Chapbooks

No abstract provided.

Modeling The Spatial Distribution Of The Current And Future Ecosystem Services Of Urban Tree Planting In Chicopee And Fall River, Massachusetts, R. Moody, N. Geron, M. Healy, J. Rogan, Deborah Martin

Geography

Mature urban tree canopy cover disrupts the local effects of urban heat islands and provides important ecosystem services such as energy savings through evaporation and shading, pollution removal, storm runoff control, and carbon sequestration. Sustainable urban tree canopy relies on the planting of juvenile trees. Typically, tree planting programs are only evaluated by the number of trees planted and there is a lack of analysis of juvenile trees post-planting. This study examines the value and distribution of energy savings provided by juvenile trees and how that value changes considering predicted tree growth and mortality by 2050. Using i-Tree Eco software, …

The Disrupt: A Measure Of Parent Distraction With Phones And Mobile Devices And Associations With Depression, Stress, And Parenting Quality., Brandon T. Mcdaniel Phd

Health Services and Informatics Research

Abstract

The landscape of modern parenting has shifted as an increasing number of parents have and utilize smartphones and other mobile devices throughout the day. A validated measure of parent distraction with these devices is needed in the field. It is important to have a validated measure of parent distraction with mobile devices (e.g., phubbing, technoference), as this distraction can be common at times and could negatively impact the quality of parenting that children receive. In the current study, I developed a brief, parent-reported survey measure of parent distraction (DISRUPT), examined its reliability and validity (convergent, divergent) in two survey …

Graph Learning Assisted Multi-Objective Integer Programming, Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang, Abhishek Gupta, Mingyan Simon Lin

Research Collection School Of Computing and Information Systems

Objective-space decomposition algorithms (ODAs) are widely studied for solvingmulti-objective integer programs. However, they often encounter difficulties inhandling scalarized problems, which could cause infeasibility or repetitive nondominatedpoints and thus induce redundant runtime. To mitigate the issue, we presenta graph neural network (GNN) based method to learn the reduction rule in the ODA.We formulate the algorithmic procedure of generic ODAs as a Markov decisionprocess, and parameterize the policy (reduction rule) with a novel two-stage GNNto fuse information from variables, constraints and especially objectives for betterstate representation. We train our model with imitation learning and deploy it ona state-of-the-art ODA. Results show that …

Concise Mercurial Subvector Commitments: Definitions And Constructions, Yannan Li, Willy Susilo, Guomin Yang, Tran Viet Xuan Phuong, Yong Yu, Dongxi Liu

Research Collection School Of Computing and Information Systems

Vector commitment and its variants have attracted a lot of attention recently as they have been exposed to a wide range of applications in blockchain. Two special extensions of vector commitments, namely subvector commitments and mercurial commitments, have been proposed with attractive features that are desirable in many applications. Nevertheless, to the best of our knowledge, a single construction satisfying all those attractive features is still missing. In this work, we analyze those important properties and propose a new primitive called mercurial subvector commitments, which are efficiently updatable, mercurial hiding, position binding, and aggregatable. We formalize the system model and …

Broadcast Authenticated Encryption With Keyword Search, Xueqiao Liu, Kai He, Guomin Yang, Willy Susilo, Joseph Tonien, Qiong Huang

Research Collection School Of Computing and Information Systems

The emergence of public-key encryption with keyword search (PEKS) has provided an elegant approach to enable keyword search over encrypted content. Due to its high computational complexity proportional to the number of intended receivers, the trivial way of deploying PEKS for data sharing with multiple receivers is impractical, which motivates the development of a new PEKS framework for broadcast mode. However, existing works suffer from either the vulnerability to keyword guessing attacks (KGA) or high computation and communication complexity. In this work, a new primitive for keyword search in broadcast mode, named broadcast authenticated encryption with keyword search (BAEKS), is …

Microservices Orchestration Vs. Choreography: A Decision Framework, Alan @ Ali Madjelisi Megargel, Christopher M. Poskitt, Shankararaman, Venky

Research Collection School Of Computing and Information Systems

Microservices-based applications consist of loosely coupled, independently deployable services that encapsulate units of functionality. To implement larger application processes, these microservices must communicate and collaborate. Typically, this follows one of two patterns: (1) choreography, in which communication is done via asynchronous message-passing; or (2) orchestration, in which a controller is used to synchronously manage the process flow. Choosing the right pattern requires the resolution of some trade-offs concerning coupling, chattiness, visibility, and design. To address this problem, we propose a decision framework for microservices collaboration patterns that helps solution architects to crystallize their goals, compare the key factors, and then …

Degree Doesn't Matter: Identifying The Drivers Of Interaction In Software Development Ecosystem, Amrita Bhattacharjee, Subhajit Datta, Subhashis Majumder

Research Collection School Of Computing and Information Systems

Large scale software development ecosystems represent one of the most complex human enterprises. In such settings, developers are embedded in a web of shared concerns, responsibilities, and objectives at individual and collective levels. A deep understanding of the factors that influence developers to connect with one another is crucial in appreciating the challenges of such ecosystems as well as formulating strategies to overcome those challenges. We use real world data from multiple software development ecosystems to construct developer interaction networks and examine the mechanisms of such network formation using statistical models to identify developer attributes that have maximal influence on …

Channel Integration Services In Online Healthcare Communities, Anqi Zhao, Qian Tang

Research Collection School Of Computing and Information Systems

In online healthcare communities, channel integration services have become the bridge between online and offline channels, enabling patients to easily migrate across channels. Different from pure online services, online-to-offline (On2Off) and offline-to-online (Off2On) channel integration services involve both channels. This study examines the interrelationships between pure online services and channel integration services. Using a panel dataset composed of data from an online healthcare community, we find that pure online services decrease patients’ demand for On2Off integration services but increase their use of Off2On integration services. Our findings suggest that providing healthcare services online can reduce online patients’ needs to visit …

Solving The Vehicle Routing Problem With Simultaneous Pickup And Delivery And Occasional Drivers By Simulated Annealing, Vincent F. Yu, Grace Aloina, Panca Jodiawan, Aldy Gunawan, Tsung-Chi Huang

Research Collection School Of Computing and Information Systems

This research studies the vehicle routing problem with simultaneous pickup and delivery with an occasional driver (VRPSPDOD). VRPSPDOD is a new variant of the vehicle routing problems with simultaneous pickup and delivery (VRPSPD). Different from VRPSPD, in VRPSPDOD, occasional drivers are employed to work with regular vehicles to service customers’ pickup and delivery requests in order to minimize the total cost. We formulate a mixed integer linear programming model for VRPSPD and propose a heuristic algorithm based on simulated annealing (SA) to solve the problem. The results of comprehensive numerical experiments show that the proposed SA performs well in terms …

Statistical Moderation: A Case Study In Grading On A Curve, Manoj Thulasidas

Research Collection School Of Computing and Information Systems

There is a negative perception about “grading on a curve,” because of the feeling that the cohort strength may skew the final grades one way or another. However, given the difficulties in ensuring absolute uniformity in assessment across the years, especially when taught and assessed by different instructors under different settings, grading on a curve may be a necessary evil. Once we accept this type of statistical moderation as the last line of defense in standardizing the final scores so that student cohorts from different terms or sections or schools may be compared, we have to implement it well. In …

Context-Aware Graph Convolutional Network For Dynamic Origin-Destination Prediction, Juan Nathaniel, Baihua Zheng

Research Collection School Of Computing and Information Systems

A robust Origin-Destination (OD) prediction is key to urban mobility. A good forecasting model can reduce operational risks and improve service availability, among many other upsides. Here, we examine the use of Graph Convolutional Net-work (GCN) and its hybrid Markov-Chain (GCN-MC) variant to perform a context-aware OD prediction based on a large-scale public transportation dataset in Singapore. Compared with the baseline Markov-Chain algorithm and GCN, the proposed hybrid GCN-MC model improves the prediction accuracy by 37% and 12% respectively. Lastly, the addition of temporal and historical contextual information further improves the performance of the proposed hybrid model by 4 –12%.

Hrpdf: A Software-Based Heterogeneous Redundant Proactive Defense Framework For Programmable Logic Controller, Ke Liu, Jing-Yi Wang, Qiang Wei, Zhen-Yong Zhang, Jun Sun, Rong-Kuan Ma, Rui-Long Deng

Research Collection School Of Computing and Information Systems

Programmable logic controllers (PLCs) play a critical role in many industrial control systems, yet face increasingly serious cyber threats. In this paper, we propose a novel PLC-compatible software-based defense mechanism, called Heterogeneous Redundant Proactive Defense Framework (HRPDF). We propose a heterogeneous PLC architecture in HRPDF, including multiple heterogeneous, equivalent, and synchronous runtimes, which can thwart multiple types of attacks against PLC without the need of external devices. To ensure the availability of PLC, we also design an inter-process communication algorithm that minimizes the overhead of HRPDF. We implement a prototype system of HRPDF and test it in a real-world PLC …

Linear Algebra For Computer Science, M. Thulasidas

Research Collection School Of Computing and Information Systems

This textbook introduces the essential concepts and practice of Linear Algebra to the undergraduate student of computer science. The focus of this book is on the elegance and beauty of the numerical techniques and algorithms originating from Linear Algebra. As a practical handbook for computer and data scientists, LA4CS restricts itself mostly to real fields and tractable discourses, rather than deep and theoretical mathematics.

Strategic Behavior And Market Inefficiency In Blockchain-Based Auctions, Ping Fan Ke, Jianqing Chen, Zhiling Guo

Research Collection School Of Computing and Information Systems

Blockchain-based auctions play a key role in decentralized finance, such as liquidation of collaterals in crypto-lending. In this research, we show that a Blockchain-based auction is subject to the threat to availability because of the characteristics of the Blockchain platform, which could lead to auction inefficiency or even market failure. Specifically, an adversary could occupy all of the transaction capacity of an auction by sending transactions with sufficiently high transaction fees, and then win the item in an auction with a nearly zero bid price as there are no competitors available. We discuss how to prevent this kind of strategic …

Decentralized Deterministic Multi-Agent Reinforcement Learning, Antoine Grosnit, Desmond Cai, Laura Wynter

Research Collection School Of Computing and Information Systems

Recent work in multi-agent reinforcement learning (MARL) by [Zhang, ICML12018] provided the first decentralized actor-critic algorithm to offer convergence guarantees. In that work, policies are stochastic and are defined on finite action spaces. We extend those results to develop a provably-convergent decentralized actor-critic algorithm for learning deterministic policies on continuous action spaces. Deterministic policies are important in many real-world settings. To handle the lack of exploration inherent in deterministic policies we provide results for the off-policy setting as well as the on-policy setting. We provide the main ingredients needed for this problem: the expression of a local deterministic policy gradient, …

Robust Bipoly-Matching For Multi-Granular Entities, Ween Jiann Lee, Maksim Tkachenko, Hady W. Lauw

Research Collection School Of Computing and Information Systems

Entity matching across two data sources is a prevalent need in many domains, including e-commerce. Of interest is the scenario where entities have varying granularity, e.g., a coarse product category may match multiple finer categories. Previous work in one-to-many matching generally presumes the `one' necessarily comes from a designated source and the `many' from the other source. In contrast, we propose a novel formulation that allows concurrent one-to-many bidirectional matching in any direction. Beyond flexibility, we also seek matching that is more robust to noisy similarity values arising from diverse entity descriptions, by introducing receptivity and reclusivity notions. In addition …