Digital Commons Network^™

A Wikipedia Powered State-Based Approach To Automatic Search Query Enhancement, Kyle Goslin, Markus Hofmann

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This paper describes the development and testing of a novel Automatic Search Query Enhancement (ASQE) algorithm, the Wikipedia N Sub-state Algorithm (WNSSA), which utilises Wikipedia as the sole data source for prior knowledge. This algorithm is built upon the concept of iterative states and sub-states, harnessing the power of Wikipedia's data set and link information to identify and utilise reoccurring terms to aid term selection and weighting during enhancement. This algorithm is designed to prevent query drift by making callbacks to the user's original search intent by persisting the original query between internal states with additional selected enhancement terms. The …

Quantitative Fine-Grained Human Evaluation Of Machine Translation Systems: A Case Study On English To Croatian, Filip Klubicka, Antonio Toral, Victor Manuel Sanchez-Cartagena

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This paper presents a quantitative fine-grained manual evaluation approach to comparing the performance of different machine translation (MT) systems. We build upon the well-established Multidimensional Quality Metrics (MQM) error taxonomy and implement a novel method that assesses whether the differences in performance for MQM error types between different MT systems are statistically significant. We conduct a case study for English-to- Croatian, a language direction that involves translating into a morphologically rich language, for which we compare three MT systems belonging to different paradigms: pure phrase-based, factored phrase-based and neural. First, we design an MQM-compliant error taxonomy tailored to the relevant …

Relating Group Size And Posting Activity Of An Online Community Of Financial Investors: Regularities And Seasonal Patterns, P. Racca, R. Casarin, Pierpaolo Dondio, F. Squazzoni

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Group size can potentially affect collective activity and individual propensity to contribute to collective goods. Mancur Olson, in his Logic of Collective Action, argued that individual contribution to a collective good tends to be lower in groups of large size. Today, online communication platforms represent an interesting ground to study such collaborative dynamics under possibly different conditions (e.g., lower costs related to gather and share information). This paper examines the relationship between group size and activity in an online financial forum, where users invest time in sharing news, analysis and comments with other investors. We looked at about 24 million …

Experienced Mental Workload, Perception Of Usability, Their Interaction And Impact On Task Performance, Luca Longo

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No abstract provided.

Pseudorehearsal In Actor-Critic Agents With Neural Network Function Approximation, Vladimir Marochko, Leonard Johard, Manuel Mazzara, Luca Longo

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Catastrophic forgetting has a significant negative impact in reinforcement learning. The purpose of this study is to investigate how pseudorehearsal can change performance of an actor-critic agent with neural-network function approximation. We tested agent in a pole balancing task and compared different pseudorehearsal approaches. We have found that pseudorehearsal can assist learning and decrease forgetting.

Predictors Of Vitamin D Supplementation Amongst Infants In Ireland Throughout The First Year Of Life, Annemarie Bennett, John M. Kearney

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A prospective observational study was conducted. Self-complete questionnaires recorded socio-demographic characteristics, health behaviours and supplementation practices for 158 mother-infant dyads at 4, 9 and 12 months post-partum. A 2-day food diary was also obtained on 12-month-old infants to examine the contribution of diet to vitamin D intakes.

Addressing Avoidable Vision Impairment In Mozambique And The Africa Region, Stephen Thompson, Kovin Naidoo, Joel Bambamba, Vanessa R. Moodley, Diane Van Staden, Amanda Forde, Kajal Shah, Luigi Bilotto, James Loughman

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The Mozambique Eyecare Project was an international partnership to implement and research eye health education in Mozambique and the Africa region. An optometry degree was developed at Universidade Lúrio, Mozambique. In addition, existing eye health workers were upskilled with training. Researchers from various disciplines evaluated the project and its potential for impact on eye health in the region. The body of evidence generated from the research provides useful lessons for development programmes in general, as well as specific lessons for delivering eye health education and service delivery models for lowincome settings.

Solitary Troubles, Alexander A. Reinert

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Solitary confinement is one of the most severe forms of punishment that can be inflicted on human beings. In recent years, the use of extreme isolation in our prisons and jails has been questioned by correctional officials, medical experts, and reform advocates alike. Yet for nearly the entirety of American history, judicial regulation of the practice has been extremely limited. This Article explains why judges hesitate to question the use of solitary confinement, while also providing a path forward for greater scrutiny of the practice.

The Necessity Of The Good Person Prosecutor, Jessica A. Roth

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In a 2001 essay, Professor Abbe Smith asked the question whether a good person—i.e., a person who is committed to social justice—can be a good prosecutor. Although she acknowledged some hope that the answer to her question could be “yes,” Professor Smith concluded that the answer then was “no”—in part because she saw individual prosecutors generally as having very little discretion to “temper the harsh reality of the criminal justice system.” In this Online Symposium revisiting Professor Smith’s question seventeen years later, my answer to her question is “yes”—a good person can be a good prosecutor.

A Conversation About Facts, Stories, And Truth In Mediation, James Coben, Kenneth Fox, Lela P. Love

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The article explores the role of facts, truth, and storytelling in mediation, highlighting a debate among scholars about whether mediators should focus on objective truth or prioritize parties' subjective experiences and narratives. The discussion emphasizes the tension between the legal system's pursuit of objective facts and mediation's goal of fostering understanding and collaboration. The authors argue that while brute facts (objective realities) matter, institutional facts (socially constructed meanings) are equally important in resolving conflicts. They suggest that mediators should act as active listeners, helping parties understand each other's perspectives rather than imposing their own truths.

The Power Of So-Called Judges, Tara Leigh Grove

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No abstract provided.

Rodrigo And Ressentiment: I Don't Want It If You Are Going To Get It, Too - Why Classical Economic And Political Theory Fails To Explain The Obamacare Vote, But Legal Realism And Cls Can, Richard Delgado

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No abstract provided.

Community Economic Development And The Concept Of Justice Symposium: Community Economic Development Is Access To Justice, Steven H. Hobbs

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No abstract provided.

Atr-Ir Coupled To Partial Least Square Regression (Plsr) For Monitoring An Encapsulated Active Molecule In Complex Semi-Solid Formulation, Lynda Miloudia, Franck Bonnier, Kevin Barreaua,, Dominique Bertrand, Xavier Persea, Florent Yvergnaux, Hugh Byrne, Igor Chourpa, Emilie Munniera

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Attenuated Total Reflectance – Infrared (ATR-IR) spectroscopy holds great promise for industrial applications as a quality control tool for complex galenic formulations. Although the technique is often promoted for the molecular information it delivers in a label free and cost effective fashion, other advantages can emerge compared to gold standard analytical tools such as liquid chromatography coupled to mass spectrometry. The present study demonstrates how ATR-IR measurements enable accurate quantitative analysis of an Active Cosmetic Ingredient such as Omegalight® encapsulated in a complex alginate based nano-capsule. The study demonstrates how precise concentrations can be obtained without the requirement for fastidious …

Enabling Quantification Of Protein Concentration In Human Serum Biopsies Using Attenuated Total Reflectance – Fourier Transform Infrared (Atr-Ftir) Spectroscopy, Kate Spalding, Franck Bonnier, Clément Bruno, Hélène Blasco, Ruth E. Board, Isabelle Benz-De-Bretagne, Hugh Byrne, Holly J. Butler, Igor Chourpa, Pretheepan Radhakrishnan, Matthew J. Baker

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Changes in protein concentrations within human blood are used as an indicator for nutritional state, hydration and underlying illnesses. They are often measured at regular clinical appointments and the current analytical process can result in long waiting times for results and the need for return patient visits. Attenuated total reflectance – Fourier transform infrared (ATR-FTIR) spectroscopy has the ability to detect minor molecular differences, qualitatively and quantitatively, in biofluid samples, without extensive sample preparation. ATR-FTIR can return an analytical measurement almost instantaneously and therefore could be deemed as an ideal technique for monitoring molecular alterations in blood within the clinic. …

Investigating The Role Of Gold Nanoparticle Shape And Size In Their Toxicities To Fungi, Kangze Liu, Zhonglei He, Hugh Byrne, James Curtin, Furong Tian

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Gold nanoparticles (GNPs) are increasingly being used in a wide range of applications, and such they are being released in greater quantities into the environment. Consequently, the environmental effects of GNPs, especially toxicities to living organisms, have drawn great attention. However, their toxicological characteristics still remain unclear. Fungi, as the decomposers of the ecosystem, interact directly with the environment and critically control the overall health of the biosphere. Thus, their sensitivity to GNP toxicity is particularly important. The aim of this study was to evaluate the role of GNP shape and size in their toxicities to fungi, which could help …

Quantifying The Concentration Of Glucose, Urea, And Lactic Acid In Mixture By Confocal Raman Microscopy, Zhengyuan Tang, Sinead Barton, Thomas Ward, John Lowry, Michelle Doran, Hugh Byrne, Bryan Hennelly

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Raman spectroscopy has numerous applications in the field of biology. One such application is the simultaneously measurement of the concentration of multiple biochemical components in low volume aqueous mixtures, for example, a single drop of blood serum. Over twenty years ago, it was shown for the first time that it was possible to estimate the concentration of glucose, urea, and lactic acid in mixture by combining Raman Spectroscopy with Partial Least Squares Regression analysis. This was followed by numerous contributions in the literature designed to increase the number of components and reduce the limits of concentration that could be simultaneously …

The Federal Law Of Property: The Case Of Inheritance Disclaimers And Tenancy By The Entireties, David G. Carlson

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The Supreme Court has issued two disturbing tax opinions which disrupt the notion that “property” (when used in federal statutes) refers to state-law notions. In Drye v. United States, the Supreme Court pierced the Arkansas fiction that inheritance disclaimers are retrospective in effect. Thus the Internal Revenue could claim that a tax lien attached to the pre-disclaimer inheritance. Disclaimer could not defeat this lien. In United States v. Craft, the Supreme Court pierced the Michigan fiction that a tenancy by the entireties does not belong to the individual spouses but, rather, the a corporate “marital” entity that is a separate …

Cardozo's "Law And Literature": A Guide To His Judicial Writing Style, Richard H. Weisberg

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The article discusses Benjamin N. Cardozo's essay "Law and Literature," which emphasizes the essential unity of style and substance in legal writing. Cardozo argues against the notion that law and literature are separate domains, asserting that effective legal communication requires a harmonious integration of form and function. He advocates for a judicial writing style that prioritizes clarity, precision, and the "magisterial" approach, which eschews ornamentation in favor of substance.

Goodwill Hunting Gone Bad: Tax Law ’S Outmoded Treatment Of Goodwill, Mitchell L. Engler

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Goodwill reflects the positive consumer association with a business. Goodwill thus overlaps with trademarks and other related assets. This close association impedes the separation of goodwill value from such related assets. Difficulties thus arise when the tax law treats goodwill more (or less) favorably than related intangible assets.For instance, the tax law previously denied any depreciation deductions for goodwill. Business buyers thus often allocated their costs away from goodwill and towards related assets like depreciable customer lists. The IRS responded with the initial “goodwill hunting” wave, challenging taxpayers’ low goodwill valuations. Congress addressed this litigious area in 1993 with new, …

A Pseudo-Microsimulation Approach For Modelling Congested Traffic Loading On Long-Span Bridges, Colm Carey, Colin Caprani, Bernard Enright

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This paper investigates congested traffic loading on long-span bridges through the use of traffic microsimulation. Six months of Weigh-In-Motion free-flow traffic data (including cars) are used as input for the microsimulation of congested traffic. Key parameters that affect traffic loading are identified in the output of the microsimulation, and these parameters form the basis for a more computationally efficient ‘pseudo-microsimulation of congested traffic’ (PMCT) model. This PMCT model is shown to replicate the traffic loading from full microsimulation accurately and allows long-run simulations, equivalent to 1000 years of congested traffic, to be performed with an acceptably short duration. This reduces …

Patent Aversion: An Empirical Study Of Patents Collateral In Bank Lending, Xuan-Thao Nguyen, Erik Hille

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The most valuable assets of many companies today are patents. If patents are valuable, why do banks operating across the United States refuse to lend against patents in commercial lending to reduce their risks? Lending is the primary function of banks. Yet banks have a strong aversion to accept patents as collateral, rendering the vast number of patents as idle assets. This empirical study is the first to identify the patent aversion problem as contrary to the frequent headlines of how valuable patents are to the economy. By carefully extracting relevant patent and security interest filings data and examining the …

Shipping Company Ordered To Pay Almost $1m For Demoting Whistleblower, Craig H. Allen

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The US Department of Labor's (DOL) Administrative Review Board recently affirmed a DOL administrative law judge (ALJ) decision in favor of the former master of the Horizon Trader who had filed a complaint alleging that the Horizon violated the Seaman's Protection Act by discharging him in retaliation for making protected safety reports to the US Coast Guard and American Bureau of Shipping. In Loftus v. Horizon Lines, Inc. (DOL ARB Case No. 16-082), the board upheld the ALJ's award of $655,1998.90 in back pay plus interest; $10,000 in compensatory damages for emotional distress; $225,000 in punitive damages, and an unspecified …

Democratizing Proof: Pooling Public And Police Body-Camera Videos, Mary D. Fan

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There are two cultural revolutions in recording the police. From the vantage of police departments, there is the rapidly spreading uptake of police-worn body cameras. On the public side, community members are increasingly using their cell phone cameras to record the police. Together, these dual recording revolutions are generating important new questions and possibilities regarding the balance of power in producing proof and illuminating contested encounters. This Essay is about how pooling police body camera and public videos can address three emerging challenges in the police recording revolution. The first challenge is the controversy over failures to record contested encounters …

“And Yet It Moves”—The First Amendment And Certainty, Ronald K.L. Collins

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Surprisingly few, if any, works on the First Amendment have explored the relation between free speech and certainty. The same holds true for decisional law. While this relationship is inherent in much free speech theory and doctrine, its treatment has nonetheless been rather opaque. In what follows, the author teases out— philosophically, textually, and operationally—the significance of that relationship and what it means for our First Amendment jurisprudence. In the process, he examines how the First Amendment operates to counter claims of certainty and likewise how it is employed to demand a degree of certainty from those who wish to …

The Flipside Of Michigan V. Epa: Are Cumulative Impacts Centrally Relevant?, Sanne H. Knudsen

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This Article explores the flipside of Michigan--where the Court's logic can just as well support agencies in their public health and environmental protection efforts. In particular, taking Michigan as a blueprint, this Article argues that cumulative impacts are centrally relevant to environmental regulation and--like cost--deserve a systemic and meaningful role in agency decisionmaking, including in the threshold decision of when to regulate.

In doing so, this Article serves as a counterbalance to the weight of cost benefit rhetoric that would reduce environmental law off to a line item in a strained budget. In support of that thesis, this Article …

Socioeconomic Status Discrimination, Danieli Evans

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This Article makes the case for protecting socioeconomic status (SES) under discrimination statutes that govern employment, housing, education, voting, public accommodations, and credit/lending. While others have argued that poverty should be a protected class under the Fourteenth Amendment, the courts have rejected this idea. The possibility of protecting SES under discrimination statutes has received little consideration. I argue that this idea deserves more serious attention. I advance four arguments in favor of adding SES to the list of protected traits. Two moral, one political, and one legal.

First and most straightforward, the values animating discrimination law apply to poverty: Existing …

Structure-Property Relationships For A Series Of Ruthenium(Ii) Polypyridyl Complexes Elucidated Through Raman Spectroscopy, Luke O'Neill, Laura Perdisatt, Christine O'Connor

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A series of ruthenium polypyridyl complexes were studied using Raman spectroscopy supported by UV/Vis absorption, luminescence spectroscopy, and luminescence lifetime determination by time-correlated single photon counting (TCSPC). -e complexes were characterised to determine the influence of the variation of the conjugation across the main polypyridyl ligand. -e systematic and sequential variation of the main polypyridyl ligand, 2-(4-formylphenyl)imidazo[4,5-f][1,10]phenanthroline (FPIP), 2-(4-cyanophenyl)imidazo[4,5-f][1,10]phenanthroline (CPIP), 2-(4-bromophenyl)imidazo[4,5-f][1,10]phenanthroline (BPIP), and 2-(4-nitrophenyl)imidazo[4,5-f][1,10]phenanthroline (NPIP) ligands, allowed the monitoring of very small changes in the ligands electronic nature. Complexes containing a systematic variation of the position (para, meta, and ortho) of the nitrile terminal group on the ligand (the para …

Improved Removal Of Blood Contamination From Thinprep Cervical Cytology Camples For Raman Spectroscopic Analysis, Damien Traynor, Shiyamala Duraipandian, C.Ara M. Martin, John J. O'Leary, Fiona Lyng

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There is an unmet need for methods to help in the early detection of cervical precancer. Optical spectroscopy-based techniques, such as Raman spectroscopy, have shown great potential for diagnosis of different cancers, including cervical cancer. However, relatively few studies have been carried out on liquid-based cytology (LBC) pap test specimens and confounding factors, such as blood contamination, have been identified. Previous work reported a method to remove blood contamination before Raman spectroscopy by pretreatment of the slides with hydrogen peroxide. The aim of the present study was to extend this work to excessively bloody samples to see if these could …

A Study Of Hormonal Effects In Cervical Smear Samples Using Raman Spectroscopy, D. Traynor, P. Kearney, I. Ramos, C. M. Martin, J. J. O'Leary, Fiona Lyng

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Raman spectroscopy is a powerful tool that has the potential to be used as a screening method for cervical cancer. It is a label-free, low-cost method providing a biochemical fingerprint of a given sample. The objective of this study was to address patient-to-patient variability contributed by hormonal effects due to the menstrual cycle, the use of hormone-based contraceptives (HC) and the onset of menopause, and to determine if these changes would affect the ability to successfully identify dyskaryotic cells. Raman spectra were recorded from unstained ThinPrep cervical samples (45 cytology negative and 15 high-grade dyskaryosis (high-grade squamous intraepithelial lesion, HSIL) …