Digital Commons Network^™

Data Driven Bayesian Network To Predict Critical Alarm, Joseph Mietkiewicz, Anders Madsen

Articles

Modern industrial plants rely on alarm systems to ensure their safe and effective functioning. Alarms give the operator knowledge about the current state of the industrial plants. Trip alarms indicating a trip event indicate the shutdown of systems. Trip events in power plants can be costly and critical for the running of the operation.This paper demonstrates how trips events based on an alarm log from an offshore gas production can be reliably predicted using a Bayesian network. If a trip event is reliably predicted and the main cause of it is identified, it will allow the operator to prevent it. …

Improvement Of The Fine Tuning Algorithm, Joseph Mietkiewicz, Anders Madsen

Articles

Khalil El Hindi has developed a fine-tuning algorithm to
improve the classification accuracy of the Naive Bayes. His algorithm optimizes the conditional probability tables of the Naive Bayes after the
training phase. The values of the probabilities of a variable are modified if it causes misclassification of a training instance. The algorithm out-performs in many cases the Naive Bayes. We analyze the performance
of the algorithm, discussed its issues, and compare it to a modified algorithm. The new algorithm simplifies the formula used in the fine-tuning algorithm and uses a more efficient scoring metric, the Brier score, to
fine-tune the …

All Things Merge Into One, And A River Runs Through It: Exploring The Dimensions Of Blended Learning By Developing A Case Study Template For Blended Activities, Damian Gordon, Paul Doyle, Anna Becevel, Tina Baloh

Articles

The BLITT (Blended Learning International Train the Trainer) Project is focused on developing a training programme to equip teachers to become proficient in championing the use of Blended Learning in the classroom. The training programme will be developed in two phases, in the first phase involves the development of a series of case studies relevant to Blended Learning, followed by a second phase where the BLITT training programme will be designed and developed, using input from these cases. In developing the blended learning case studies, two key documents were identified as being essential, first, a case study tracking template to …

Boundary Resource Interactions In Solution Networks, Ruiqi Wei, Roisin Vize, Susi Geiger

Articles

Purpose – This study aims to explore the interactions between two different and potentially complementary boundary resources in coordinating solution networks in a digital platform context: boundary spanners (those individuals who span interorganizational boundaries) and boundary interfaces (the devices that help coordinate interfirm relationships, e.g. electronic data interchanges, algorithms or chatbots).

Design/methodology/approach – The authors conducted a multiple case study of three firms using digital platforms to coordinate solution networks in the information communication technology and lighting facility industries. Data were collected from 30 semi-structured interviews, which are complemented by secondary data.

Findings – As task complexity increases, smarter digital …

Creating And Managing Eu Funded Research Networks: An Exploratory Case, Zeta Dooly, Aidan Duane, Aidan O'Driscoll

Articles

The collaborative European funded research and development landscape drives competitiveness among innovative organisations. Recently it has seen the rise of public private partnerships significantly impacting the dynamics of these networks. Thus, the complexity of managing research networks has intensified with the increased diversity of research network members. Additionally, the emergence of the academic entrepreneur has augmented the focus of educational institutions to include innovation and building start-up organisations. The impact of research is scalable if an optimum research network is created and managed effectively. This paper investigates network embeddedness; the nature of relationships, links and nodes within a research network, …

Patient Generated Health Data And Electronic Health Record Integration, Governance And Socio-Technical Issues: A Narrative Review, Abdullahi Abubakar Kawu, Lucy Hederman, Julie Doyle, Dympna O'Sullivan

Articles

Patients’ health records have the potential to include patient generated health data (PGHD), which can aid in the provision of personalized care. Access to these data can allow healthcare professionals to receive additional information that will assist in decision-making and the provision of additional support. Given the diverse sources of PGHD, this review aims to provide evidence on PGHD integration with electronic health records (EHR), models and standards for PGHD exchange with EHR, and PGHD-EHR policy design and development. The review also addresses governance and socio-technical considerations in PGHD management. Databases used for the review include PubMed, Scopus, ScienceDirect, IEEE …

Investigating How Speech And Animation Realism Influence The Perceived Personality Of Virtual Characters And Agents, Sean A. Thomas, Ylva Ferstl, Rachel Mcdonnell, Cathy Ennis

Articles

The portrayed personality of virtual characters and agents is understood to influence how we perceive and engage with digital applications. Understanding how the features of speech and animation drive portrayed personality allows us to intentionally design characters to be more personalized and engaging. In this study, we use performance capture data of unscripted conversations from a variety of actors to explore the perceptual outcomes associated with the modalities of speech and motion. Specifically, we contrast full performance-driven characters to those portrayed by generated gestures and synthesized speech, analysing how the features of each influence portrayed personality according to the Big …

What’S Going On? An Overview Of Diversity, Equity, And Inclusion Dispute Resolution Initiatives In New York, Robyn Weinstein, Michelle Lavrichenko

Articles

Leaders in the dispute resolution profession in New York State have been working to implement various fellowships, mentorship programs, scholarships, and other initiatives aimed at increasing diversity, equity, and inclusion in the field of dispute resolution. This article will provide an overview of the current ADR-related diversity, equity, and inclusion initiatives throughout New York and introduce you to five individuals participating in DEI ADR fellowships and mentorship programs across the state.

Robert Cover’S Love Of Stories: A Rumination On His Wanting To Discuss The Brothers Karamazov With Me Across Five Conversations During The Last Five Years Of His Life, With An Application To The Chauvin Murder Trial Of 2021, Richard H. Weisberg

Articles

The field of Law and Literature, perhaps more than any other area of legal studies, has been touched deeply by Robert Cover’s life and work. My interactions with Bob over the last half dozen years of his tragically short life provide an insight, recounted in a somewhat personal vein here, into his profound engagement with stories, with the most enduring part of that revitalized inter-discipline. I specify and illustrate five conversations I had with him during conferences, family interactions, or long New Haven walks beginning in 1981 and ending the day before his untimely death in the Summer of …

Credit Scoring Duality, Pamela Foohey, Sara Sternberg Greene

Articles

Credit scoring is central to people’s financial growth and prosperity or financial decline and stagnation. People with a good credit score and accompanying credit report can buy opportunities to advance economically. The benefits they reap from their attractiveness to lenders and employers helps feed their future success. In contrast, people with a fair or poor credit score become stuck in cycle of high interest rates and costly loan terms, large required down payments, and denied applications for rentals, cell phone plans, and employment. Employers, service providers, lenders, and alternative financial service providers have begun to use alternative credit scoring models, …

Intragovernmental Speech And Sanction, Katherine A. Shaw

Articles

This Essay, prepared as part of a symposium on Professor Helen Norton’s The Government’s Speech and the Constitution, asks what role, if any, we should understand the Constitution to play in mediating disputes over speech between and among government entities. Focusing on the examples of impeachment and censure, the piece considers scenarios in which one arm of government takes action in response to the speech of another arm or entity of government, exploring what role the Constitution should play in shaping or constraining those responses.

Steering Loan Modifications Post-Pandemic, Pamela Foohey, Dalie Jimenez, Christopher K. Odinet

Articles

As part of federal and state relief programs created during the COVID-19 pandemic, many American households received pauses on their largest debts, particularly on mortgages and student loans. Others may have come to agreements with their lenders, likewise pausing or altering payment on other debts, such as auto loans and credit cards. This relief allowed households to allocate their savings and income to necessary expenses, like groceries, utilities, and medicine. But forbearance does not equal forgiveness. At the end of the various relief periods and moratoria, people will have to resume paying all their debts, the amounts of which may …

Remote Justice & Domestic Violence: Process Pluralism Lessons From The Pandemic, Andrea K. Schneider, Heather Hlavka, Sameena Mulla, Erin Schubert, Aleksandra J. Snowden

Articles

Domestic violence procedures, like so many court processes around the world, were forced to go online and remote during the pandemic. The impact was dramatic—there were fewer restraining order petitions filed in the first place and an even lower amount granted. In short, domestic violence survivors, among the most vulnerable in our court system, were even more challenged in the last two years. Like many court systems, Milwaukee will never go back to being fully in-person for all procedures in conjunction with domestic violence. The evolving hybrid choices could provide additional access to justice, or these processes could create additional …

Tax Harmony: The Promise And Pitfalls Of The Global Minimum Tax, Reuven Avi-Yonah, Young Ran (Christine) Kim

Articles

The rise of globalization has become a double-edged sword for countries seeking to implement a beneficial tax policy. On one hand, there are increased opportunities for attracting foreign capital and the benefits that increased jobs and tax revenue brings to a society. However, there is also much more tax competition among countries to attract foreign capital and investment. As tax competition has grown, effective corporate tax rates have continued to be cut, creating a “race-to-the-bottom” issue.

In 2021, 137 countries forming the OECD/G20 Inclusive Framework on BEPS passed a major milestone in reforming international tax by successfully introducing the framework …

Addictive Technology And Its Implications For Antitrust Enforcement, James Niels Rosenquist, Fiona M. Scott Morton, Samuel N. Weinstein

Articles

The advent of mobile devices and digital media platforms in the past decade represents the biggest shock to cognition in human history. Robust medical evidence is emerging that digital media platforms are addictive and, when used in excess, harmful to users’ mental health. Other types of addictive products, like tobacco and prescription drugs, are heavily regulated to protect consumers. Currently, there is no regulatory structure protecting digital media users from these harms. Antitrust enforcement and regulation that lowers entry barriers could help consumers of social media by increasing competition. Economic theory tells us that more choice in digital media will …

“A Force Created”: The U.S. Chamber Of Commerce And The Politics Of Corporate Immunity, Myriam E. Gilles

Articles

Upon its founding in 1912, the U.S. Chamber of Commerce was conceived as a “force created” to exert “a beneficent influence upon our national life” by integrating the views of the business community into governmental policies and regulations. That a force was created is beyond question. Beneficence is a separate issue.

The Commodification Of Public Land Records, Reid Kress Weisbord, Stewart E. Sterk

Articles

The United States deed recording system alters the “first in time, first in right” doctrine to enable good faith purchasers to record their deeds to protect themselves against prior unrecorded conveyances and to provide constructive notice of their interests to potential subsequent purchasers. Constructive notice, however, works only when land records are available for public inspection, a practice that had long proved uncontroversial. For centuries, deed archives were almost exclusively patronized by land-transacting parties because the difficulty and cost of title examination deterred nearly everyone else.

The modern information economy, however, propelled this staid corner of property law into a …

The Rules Of Professional Responsibility And Legal Finance: A Status Update, Anthony J. Sebok

Articles

Legal finance occurs when strangers fund litigation for profit. Traditionally looked upon with suspicion in the common law, and limited by the doctrines of champerty and maintenance, legal finance is now a thriving part of the American legal landscape. Legal finance has been promoted as a solution to the access-to-justice problems facing working and middle class Americans, as well as a new asset class for Wall Street. At the center of legal finance, however, are lawyers – not the lawyers who write the contracts for the financing – but the lawyers for the cases being financed.
/="/">
/="/">Over the …

Contracts In The Age Of Smart Readers, Yonathan A. Arbel, Becher, Shmuel I.

Articles

No abstract provided.

Stealing Organs?, Benjamin J. Mcmichael

Articles

Every nine minutes, a new person joins a waitlist for an organ transplant, and every day, seventeen people die waiting for an organ that will never come. Because the need for organ transplants far outstrips the number of available organs, the policies and rules governing organ allocation in the United States are critically important and highly contentious. Recently, proponents of a new allocation system one focused more on sharing organs across the nation instead of allocating organs primarily to local transplant candidates have gained ground. Bolstered by two separate lawsuits in the past five years, advocates of greater national sharing …

Promoting Vaccine Innovation, Mirit Eyal-Cohen, Ana Santos Rutschman

Articles

As society grows to understand the need to promote innovation, policymakers try to employ an arsenal of policy tools, from traditional intellectual property ("JP") to newer tools such as grants, regulatory vouchers, and prizes. This Article argues that these frameworks crowd out certain types of investments in innovation projects that have a high social value. Vaccine innovation is a case in point. Despite the immense socioeconomic benefit of vaccines, existing policies have been limited in fostering investments in this space. This is because they fail to directly address the relevant bottleneck issues distinct to vaccine development.

This Article offers a …

Assessing Amateurism In College Sports, Casey E. Faucon

Articles

College sports generate approximately $8 billion each year for the National C[artel] Athletic Association and its member institutions. Most of this revenue flows from lucrative television broadcasting deals, which often incorporate the right to commercialize and sell the names, images, and likenesses of college athletes. Under its current revenue scheme, student-athletes-85 percent of whom live below the poverty line-receive a share of zero. For over a century, we've justified this exploitative distribution scheme under a cloak of student-athlete "amateurism." Antitrust challenges to the NCAA's amateurism rules clash with the assumption that "amateurism" is a revered tradition and an important tenet …

"Show Me Your Gun": A Way Forward On Waiting Periods Annual Survey: Gun Reform Symposium, Fredrick Vars

Articles

No abstract provided.

The Evolution Of The Internet And Social Media: A Literature Review, Charles Alves De Castro, Isobel O'Reilly Dr, Aiden Carthy

Articles

This article reviews and analyses factors impacting the evolution of the internet, the web, and social media channels, charting historic trends and highlight recent technological developments. The review comprised a deep search using electronic journal databases. Articles were chosen according to specific criteria with a group of 34 papers and books selected for complete reading and deep analysis. The 34 elements were analysed and processed using NVIVO 12 Pro, enabling the creation of dimensions and categories, codes and nodes, identifying the most frequent words, cluster analysis of the terms, and creating a word cloud based on each word's frequency. The …

Evaluating Technology-Mediated Collaborative Workflows For Telehealth, Christopher Bondy Ph.D., Pengcheng Shi, Pamela Grover Md, Vicki Hanson, Linlin Chen, Rui Li

Articles

Goals: This paper discusses the need for a predictable method to evaluate gains and gaps of collaborative technology-mediated workflows and introduces an evaluation framework to address this need. Methods: The Collaborative Space Analysis Framework (CS-AF), introduced in this research, is a cross-disciplinary evaluation method designed to evaluate technology-mediated collaborative workflows. The 5-step CS-AF approach includes: (1) current-state workflow definition, (2) current-state (baseline) workflow assessment, (3) technology-mediated workflow development and deployment, (4) technology-mediated workflow assessment, (5) analysis, and conclusions. For this research, a comprehensive, empirical study of hypertension exam workflow for telehealth was conducted using the CS-AF approach. Results: The CS-AF …

A Framework Of Web-Based Dark Patterns That Can Be Detected Manually Or Automatically, Ioannis Stavrakakis, Andrea Curley, Dympna O'Sullivan, Damian Gordon, Brendan Tierney

Articles

This research explores the design and development of a framework for the detection of Dark Patterns, which are a series of user interface tricks that manipulate users into actions that they do not intend to do, for example, share more data than they want to, or spend more money than they plan to. The interface does this using either deception or other psychological nudges. User Interface experts have categorized a number of these tricks that are commonly used and have called them Dark Patterns. They are typically varied in their form and what they do, and the goal of this …

Hospital Effluents And Wastewaters Treatment Plants: A Source Of Oxytetracycline And Antimicrobial-Resistant Bacteria In Seafood, Bozena Mccarthy, Samuel Obeng Apori, Michelle Giltrap, Abhijnan Bhat, James Curtin, Furong Tian

Articles

The present study employs a data review on the presence and aggregation of oxytetracycline (OTC) and resistance (AMR) bacteria in wastewater treatment plants (WWTPs), and distribution of the contaminated effluent with the aid of shallow and deep ocean currents. The study aims to determine the fate of OTC, AMR bacteria in seafood, and demonstrate a relationship between AMR levels and human health. This review includes (1) OTC, (2) AMR bacteria, (3) heavy metals in aquatic environments, and their relationship. Few publications describe OCT in surface waters. Although, OTC and other tetracyclines were found in 10 countries in relatively low concentrations, …

The Effect Of Green Biobased Binder On Structural, Mechanical, Liquid Absorption And Wetting Properties Of Coated Papers, Bilge N. Altay, Charles Klass, Ting Chen, Alexandar Fleck, Cem Aydemir, Arif Karademir, Paul D. Fleming

Articles

Synthetic styrene-butadiene (SB) and styrene-acrylic (SA) latex binders used in paper coating formulations are common and based on unsustainable petroleum sources. Today's papermaking industry turns towards sustainable substitutes that do not compromise quality, and reduce carbon emission, toxic substance release and waste disposal concerns related to fossil fuel sources. In this study, colloidal starch-based latex nanoparticles that do not require cooking were used for pigment coating and coated on the paper surfaces. The effects of these new biobased binders on the structural and mechanical strength properties, liquid absorption, wetting and surface topography of the paper were investigated and compared with …

Social Media Influencers (Smis) In Context: A Literature Review, Charles Alves De Castro, Isobel O'Reilly Dr, Aiden Carthy

Articles

This review focused on three main areas, "Social Media Influencers (SMIs) in Context, The Impact of SMIs on Adolescents, and Consumer Behaviour in a Digital Era – Generation Z in Perspective". This article aims to further the overall understanding of SMIs and outlines the impact of SMIs on adolescents‘ lives. Thus, the main objective of this literature review is to raise awareness within the marketing field about the influence of social media influencers on adolescents and how brands promote their products and content through social media influencers. The review comprised a regular search using electronic journal databases and secondary data …

Profiling Food Festivals By Type, Name And Descriptive Content: A Population Level Study, Muhammet Kesgin, Rajendran S. Murthy, Rick Lagiewski

Articles

Purpose: This research aims to classify and describe food festivals and examine the patterns in food festival naming and festival descriptions in online media. Design: This research represents the first population-level empirical examination of food festivals in the United States using a purpose-built dataset (N=2626). Methodology includes text mining to examine food festival communications. Findings: Food festival size varies across local and regional spheres within the country. Food festivals employ geographical (place-, destination-based) associations in their names. Food festivals’ descriptions and online communications showcase a welcoming environment predominantly emphasizing family-oriented and live entertainment experiences. Food festivals across the country show …