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2019

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The Need For Peer Mentoring Programs Linked To The Legal Writing Class: An Analysis And Proposed Model, Amy R. Stein Jan 2019

The Need For Peer Mentoring Programs Linked To The Legal Writing Class: An Analysis And Proposed Model, Amy R. Stein

Hofstra Law Faculty Scholarship

No abstract provided.


Giving The Treaty A Purpose: Comparing The Durability Of Treaties And Executive Agreements, Julian Nyarko Jan 2019

Giving The Treaty A Purpose: Comparing The Durability Of Treaties And Executive Agreements, Julian Nyarko

Ira M. Millstein Center for Global Markets and Corporate Ownership

Scholars have argued that Senate-approved treaties are becoming increasingly irrelevant in the United States, because their role can be fulfilled by their close but less politically costly cousin, the congressional-executive agreement. This study demonstrates that treaties are more durable than congressional-executive agreements, supporting the view that there are qualitative differences between the two instruments. Abandoning the treaty may therefore lead to unintended consequences by decreasing the tools that the executive has available to design optimal agreements.


The Limits Of Smart Contracts, Jens Frankenreiter Jan 2019

The Limits Of Smart Contracts, Jens Frankenreiter

Ira M. Millstein Center for Global Markets and Corporate Ownership

This essay investigates the potential of smart contracts to replace the legal system as an infrastructure for transactions. It argues that (contract) law remains relevant for most transactions even if they are entirely structured by way of smart contract. The reason for this is that the power of smart contracts to create and enforce obligations against attempts by the legal system to thwart their execution is limited. These limitations are most relevant for obligations to perform certain actions outside the blockchain, but also apply to other obligations contingent on facts outside the records stored on the blockchain.


Age Grading An. Gambiae And An. Arabiensis Using Near Infrared Spectra And Artificial Neural Networks, Masabho Peter Milali, Maggy T. Sikulu-Lord, Samson S. Kiware, Floyd E. Dowell, George F. Corliss, Richard J. Povinelli Jan 2019

Age Grading An. Gambiae And An. Arabiensis Using Near Infrared Spectra And Artificial Neural Networks, Masabho Peter Milali, Maggy T. Sikulu-Lord, Samson S. Kiware, Floyd E. Dowell, George F. Corliss, Richard J. Povinelli

Electrical and Computer Engineering Faculty Research and Publications

Background

Near infrared spectroscopy (NIRS) is currently complementing techniques to age-grade mosquitoes. NIRS classifies lab-reared and semi-field raised mosquitoes into < or ≥ 7 days old with an average accuracy of 80%, achieved by training a regression model using partial least squares (PLS) and interpreted as a binary classifier.

Methods and findings

We explore whether using an artificial neural network (ANN) analysis instead of PLS regression improves the current accuracy of NIRS models for age-grading malaria transmitting mosquitoes. We also explore if directly training a binary classifier instead of training a regression model and interpreting it as a binary classifier improves the accuracy. A total of 786 and 870 NIR spectra collected from laboratory reared An. gambiae and An. arabiensis, respectively, were used and pre-processed according …


Simulation Of Droplet Impacting A Square Solid Obstacle In Microchannel With Different Wettability By Using High Density Ratio Pseudopotential Multiplerelaxation- Time (Mrt) Lattice Boltzmann Method (Lbm), Wandong Zhao, Ying Zhang, Wenqiang Shang, Zhaotai Wang, Ben Xu, Shuisheng Jiang Jan 2019

Simulation Of Droplet Impacting A Square Solid Obstacle In Microchannel With Different Wettability By Using High Density Ratio Pseudopotential Multiplerelaxation- Time (Mrt) Lattice Boltzmann Method (Lbm), Wandong Zhao, Ying Zhang, Wenqiang Shang, Zhaotai Wang, Ben Xu, Shuisheng Jiang

Mechanical Engineering Faculty Publications

In this paper, a pseudopotential high density ratio (DR) lattice Boltzmann Model was developed by incorporating multi-relaxation-time (MRT) collision matrix, large DR external force term, surface tension adjustment external force term and solid-liquid pseudopotential force. It was found that the improved model can precisely capture the two-phase interface at high DR. Besides, the effects of initial Reynolds number, Weber number, solid wall contact angle (CA), ratio of obstacle size to droplet diameter ( 1 χ ), ratio of channel width to droplet diameter ( 2 χ ) on the deformation and breakup of droplet when impacting on a square obstacle …


Attitudes Toward Using And Teaching Confidence Intervals: A Latent Profile Analysis On Elementary Statistics Instructors, Hyung Won Kim, Woo Jin Kim, Aaron T. Wilson, Ho Kyoung Ko Jan 2019

Attitudes Toward Using And Teaching Confidence Intervals: A Latent Profile Analysis On Elementary Statistics Instructors, Hyung Won Kim, Woo Jin Kim, Aaron T. Wilson, Ho Kyoung Ko

School of Mathematical & Statistical Sciences Faculty Publications

The use of confidence intervals (CIs) for making a statistical inference is gaining popularity in research communities. To evaluate college statistics instructors’ readiness to teach CIs, this study explores their attitudes toward teaching CIs in elementary statistics courses, and toward using CIs in inferential statistics. Data were collected with a survey that classifies instructors’ attitudes on the basis of three previously established pedagogical components: affective, cognitive, and behavioral. Based on the survey responses from 270 participants, we created three profiles (subgroups) via latent profile analysis, and identified each profile’s pattern of attitudes toward CIs and common characteristics of the instructors …


Functionalism And The Infield Fly Rule, Mark A. Graber Jan 2019

Functionalism And The Infield Fly Rule, Mark A. Graber

FIU Law Review

No abstract provided.


Training Peer Tutors: An Evaluation Of Best Practices In Speaking Centers, Rachel Sieczkowski Jan 2019

Training Peer Tutors: An Evaluation Of Best Practices In Speaking Centers, Rachel Sieczkowski

Open Access Master's Theses

As an article published in the 2015 issue of the Communication Center Journal points out, "it would be useful to assess the different ways in which those [NACC Tutor Training Certification] guidelines might be implemented, and what variables should be considered in different contexts" (Turner, p. 5). The same article asks the question "how can we determine and improve the effectiveness of our training of tutors" (Turner, p.5). While not required, the National Association of Communication Centers (NACC) has a process in place to certify tutor training programs, but the application form is unclear in its definitions. This study aims …


The Influence Of Plastic Bag Bans On Pro-Environmental Behaviors In Rhode Island Coastal Communities, Eva Touhey Jan 2019

The Influence Of Plastic Bag Bans On Pro-Environmental Behaviors In Rhode Island Coastal Communities, Eva Touhey

Open Access Master's Theses

One of the greatest threats to the natural environment is marine debris pollution. Single-use plastics, one of many contributors to marine debris, are causing the greatest harm, affecting the well-being of humans and animals. In an effort to mitigate plastic pollution, environmental policies are implemented to reduce the availability of single-use plastic products to the consumer. This research looks explicitly at single-use plastic bag policies to see if implemented plastic bag bans promote pro-environmental behaviors and broader support for plastic bag policies. This study sampled two communities in Rhode Island, one with a single-use plastic bag ban, Middletown, and one …


Transformational Leadership Theory And The Characteristics Of Holistic Coaching In Sports, Evan Flanagan Jan 2019

Transformational Leadership Theory And The Characteristics Of Holistic Coaching In Sports, Evan Flanagan

Open Access Master's Theses

For this study I developed two hypotheses. The first is that the four characteristics of Transformational Leadership Theory represent a guideline for holistic coaching in sports because as of now, there is only a definition of holistic coaching, not a set of characteristics. These characteristics of Transformational Leadership Theory are Individualized Consideration, Intellectual Stimulation, Inspirational Motivation, and Idealized Influence. The second hypothesis, that Transformational Leadership would relate more to holistic coaching than Transactional Leadership. In order to do this, I surveyed 25 athletes from various athletic teams at the University of Rhode Island. I also interviewed five coaches of various …


Coastal Zone Access And The Pell Elementary School Sail Newport Program: Experiential Education Outcomes In Newport, Rhode Island, Leah Feldman Jan 2019

Coastal Zone Access And The Pell Elementary School Sail Newport Program: Experiential Education Outcomes In Newport, Rhode Island, Leah Feldman

Open Access Master's Theses

Newport, Rhode Island is a diverse community. Although there is a population of very wealthy households in Newport, roughly 11% of the population lives below the poverty line. Newport is one of the more demographically diverse communities in Rhode Island, with 49.7% of its populous identifying as white, 27.1% identifying as black, and 18.2% identifying as Hispanic. The state of Rhode Island consists of 81% white, 6.5% African American and 5.8% other races and ethnicities. In this thesis I discuss the effects of a place-based experiential environmental education program, the Pell Elementary School Sail Newport Program, on this diverse demographic …


Plastic Perceptions: Surveying Public Opinion Of Plastic Pollution In Rhode Island, Sabrina Pereira Jan 2019

Plastic Perceptions: Surveying Public Opinion Of Plastic Pollution In Rhode Island, Sabrina Pereira

Open Access Master's Theses

This research surveyed 200 coastal and noncoastal Rhode Island residents to determine their perceptions of marine plastic debris and their support for plastic and paper bag legislation. The results suggest that one’s residency, or geographic distance from the coast, has no bearing on plastic and paper bag policy support and that most participants, 77%, classify plastic pollution as a serious threat to various types of wildlife, the marine environment, human health, and Rhode Island’s economy. The data also seems to suggest support for a statewide plastic bag ban and a statewide fee of 10 cents on paper bags as a …


The Role Of Ethnic/Racial Classroom Dynamics In The Learning Environment And Mathematics Achievement, Christina Stephens Jan 2019

The Role Of Ethnic/Racial Classroom Dynamics In The Learning Environment And Mathematics Achievement, Christina Stephens

Open Access Master's Theses

In the U.S., ethnic and racial disparities in education persist throughout K-12 education. Empirical research has linked classroom ethnic/racial structures and achievement, and the learning environment and achievement. However, few studies have considered the complex manner in which ethnicity/race may interact with the learning environment and its relation to student success across diverse groups. The current study investigated the role that ethnic/racial congruence between the student, teacher, and classroom could have on the learning environment and mathematics achievement. A multilevel regression approach examined if these factors predicted academic achievement. Secondary data were from The National Center for Teacher Effectiveness, collected …


Ugv Direction Control By Human Arm Gesture Recognition Via Deterministic Learning, Xiaotian Chen Jan 2019

Ugv Direction Control By Human Arm Gesture Recognition Via Deterministic Learning, Xiaotian Chen

Open Access Master's Theses

With the recent development of machine learning and neural networks, different applications have been developed to improve the intelligence of unmanned robotic systems. In this thesis, we present a novel method for controlling an unmanned ground vehicle (UGV) by using a new machine learning technique, called deterministic learning [1], to learn and recognize four specifically designed body language, which represent four corresponding moving directions (i.e., left, right, up, and down) of the controlled UGV. The Microsoft Kinect sensor is employed to collect the human body skeleton data, including (x, y, z) coordinates of the human arm …


Effects Of Incorporating Inertial Measurements On The Localization Accuracy Of The Seaglider Auv, Wendy Snyder Jan 2019

Effects Of Incorporating Inertial Measurements On The Localization Accuracy Of The Seaglider Auv, Wendy Snyder

Open Access Master's Theses

The Kongsberg Seaglider M1 is a commercially available autonomous under- water vehicle (AUV) primarily used as a platform for oceanographic measurements of salinity, temperature, and oxygen. The Seaglider currently uses two different dead-reckoned solutions, the glide slope model (GSM) and the hydrodynamic model (HDM), to provide a localization solution for each dive. While the accuracy of these solutions was not previously known explicitly, for the purposes of oceanographic profiling they were generally deemed sufficient. As the platform matures, there has been a growing interest in expanding its application and measurement capabilities. With some of the desired new applications, such as …


Polyethylene Passive Sampler Method Development For Fluorotelomer Alcohols And Other Neutral Perfluorinated Alkyl Substances, Erik R. Dixon-Anderson Jan 2019

Polyethylene Passive Sampler Method Development For Fluorotelomer Alcohols And Other Neutral Perfluorinated Alkyl Substances, Erik R. Dixon-Anderson

Open Access Master's Theses

Fluorotelomer alcohols (FTOHs) and other poly- and per-fluorinated alkyl substances (PFASs) are common and ubiquitous by-products of various industrial telomerization processes. This class of volatile and semi-volatile compounds has been shown to degrade into a wide variety of perfluorinated carboxylic acids (PFCAs) including perfluorooctanoic acid (PFOA) and perfluorooctanesulfonic acid (PFOS), persistent organic pollutants. Recent atmospheric studies have shown fluorotelomer alcohols and their degradation products present in high concentrations spreading out from point sources in North America, Europe, and Asia. This study developed a method for measuring fluorotelomer alcohols through the use of polyethylene (PE) passive samplers coupled to their analysis …


Identification Of 15 Phthalate Esters In Commercial Cheese Powder Via Cyclodextrin-Promoted Fluorescence Detection, Benjamin B. Cromwell Jan 2019

Identification Of 15 Phthalate Esters In Commercial Cheese Powder Via Cyclodextrin-Promoted Fluorescence Detection, Benjamin B. Cromwell

Open Access Master's Theses

Human exposure to toxicants such as environmental pollutants, carcinogens, and endocrine disruptors occurs via a variety of mechanisms, including through the use of commercial products that contain these toxicants. Among such commercial products, many classes of food products have been found to contain toxicants, including phthalate and phthalate esters, which have traditionally been detected using mass spectrometry-based techniques. Reported herein is the use of gas chromatography mass spectrometry and cyclodextrin-promoted fluorescence detection to accomplish the sensitive (0.124µM limits of detection) detection of 15 phthalate esters in commercial cheese powder used in macaroni and cheese products. These results highlight the versatility …


Investigating Lava Balloon Formation: New Exploration Of The 1993 Submarine Vent Site At Socorro Island, Mexico, Megan Lubetkin Jan 2019

Investigating Lava Balloon Formation: New Exploration Of The 1993 Submarine Vent Site At Socorro Island, Mexico, Megan Lubetkin

Open Access Master's Theses

The third of five known lava balloon eruptions occurred January 1993 to March 1994 west of Socorro Island, Mexico. Large highly-vesicular basaltic scoria rose to the sea surface in pulses. Buoyant samples were collected and studied, but the submarine vent was never precisely located. New multibeam mapping and remotely operated vehicle exploration in 2017 by E/V Nautilus located and sampled the 1993 vent site, a volcaniclastic cone at 250 m depth with pillow lava and large scoria blocks. An active, low-temperature hydrothermal system (0.2°C above ambient) with white filamentous bacteria and yellow microbial mats occurs over the roughly 4000 m …


Dredging For Environmental Benefit: Models Of Circulation And Flushing Dynamics In The Providence River Estuary, Grace Elizabeth Medley Jan 2019

Dredging For Environmental Benefit: Models Of Circulation And Flushing Dynamics In The Providence River Estuary, Grace Elizabeth Medley

Open Access Master's Theses

In estuarine dynamics, circulation in the form of mixing and exchange have a direct link to the water quality. Edgewood Shoals is a highly anthropogenically impacted region of the Providence River bordered by three cities, and receives the outfall from six wastewater treatment facilities. Edgewood Shoals also has low dissolved oxygen levels during the summer months. The Shoal is classified as a circulation-restricted zone, where hydrodynamic exchange is limited due to the steep bathymetric gradient created by an adjacent federal shipping channel. The US Army Corps of Engineers (USACE) is in the process of determining if there are options for …


Localization Of A Drifting Underwater Vehicle Using A Terrain-Based Particle Filter, Emanuele Raggi Jan 2019

Localization Of A Drifting Underwater Vehicle Using A Terrain-Based Particle Filter, Emanuele Raggi

Open Access Master's Theses

In this paper we present a terrain-aided particle filter to localize a freely drifting underwater vehicle. The vehicle is a bottom imaging Lagrangian float used for habitat classification, monitoring and fish abundance. During operation the vehicle captures down looking images at a controlled altitude above the bottom. Direct navigation information is often, but not always, recorded with a ultra short baseline (USBL) acoustic system. The presented methodology provides an alternate method for georeferencing when USBL is unavailable. The implemented particle filter utilizes a background bathymetry map and visual odometry as a motion mode. The particle filter is implemented using the …


Exploring Typology Categorizations Of Male Perpetrators: A Methodology Study, Emilyl N. Weber, Ashely R. Taylor, Arturo L. Cantos, Barbara G. Amado, K. Daniel O'Leary Jan 2019

Exploring Typology Categorizations Of Male Perpetrators: A Methodology Study, Emilyl N. Weber, Ashely R. Taylor, Arturo L. Cantos, Barbara G. Amado, K. Daniel O'Leary

Psychological Science Faculty Publications

Intimate partner violence (IPV) perpetrators were categorized based on whether they were generally violent (GV) or family only violent (FO) using self-report or arrest records. Classification criteria to assess recidivism in perpetrators of IPV were evaluated herein to determine the incremental validity of using a perpetrator’s criminal history in addition to their self-report information for categorization purposes. The concordance rates for categorizing subtypes of male perpetrators were compared for two methods, namely, self-report versus criminal history data. Categorizations were made based on self-reported history of violence and federal criminal records separately. Between measures consistency was defined as whether or not …


Online Symptom Checker Diagnostic And Triage Accuracy For Hiv And Hepatitis C, A. C. Berry, B. D. Cash, B. Wang, M. S. Mulekar, A. B. Van Haneghan, Kyle Yuquimpo, A. Swaney, M. C. Marshall, W. K. Green Jan 2019

Online Symptom Checker Diagnostic And Triage Accuracy For Hiv And Hepatitis C, A. C. Berry, B. D. Cash, B. Wang, M. S. Mulekar, A. B. Van Haneghan, Kyle Yuquimpo, A. Swaney, M. C. Marshall, W. K. Green

Student Publications

We sought to address the prior limitations of symptom checker accuracy by analysing the diagnostic and triage feasibility of online symptom checkers using a consecutive series of real-life emergency department (ED) patient encounters, and addressing a complex patient population - those with hepatitis C or HIV. We aimed to study the diagnostic and triage accuracy of these symptom checkers in relation to an emergency room physician-determined diagnosis. An ED retrospective analysis was performed on 8363 consecutive adult patients. Eligible patients included: 90 HIV, 67 hepatitis C, 11 both HIV and hepatitis C. Five online symptom checkers were utilised for diagnosis …


Eyelid Cosmetic Enhancements And Their Associated Ocular Adverse Effects, Maliha Masud, Majid Moshirfar, Tirth J. Shah, Aaron T. Gomez, Michele R. Avila, Yasmyne C. Ronquillo Jan 2019

Eyelid Cosmetic Enhancements And Their Associated Ocular Adverse Effects, Maliha Masud, Majid Moshirfar, Tirth J. Shah, Aaron T. Gomez, Michele R. Avila, Yasmyne C. Ronquillo

School of Medicine Publications

Numerous cosmetic enhancements and augmentations to the natural appearance of the periorbital area are readily available today. Due to the increasing popularity of these cosmetic procedures, it is important for ophthalmologists to be aware of their potential risks, complications and adverse effects. The aim of this literature review was to introduce some of the most common ocular cosmetic enhancements and provide a comprehensive overview of their associated adverse effects reported in various medical journals. PubMed, Embase, and Google Scholar were used to identify articles related to the following ocular cosmetic procedures; eyelash extensions, permanent eyelid tattooing, and eyelash dyeing. The …


Academic Experiences In Policy Development: A Grounded Theory Study Across Three Higher Education Institutions, Marie Brennan Jan 2019

Academic Experiences In Policy Development: A Grounded Theory Study Across Three Higher Education Institutions, Marie Brennan

Irish Journal of Academic Practice

The National Strategy for Higher Education to 2030 (Hunt Report, 2011) suggested that a framework should be put in place to facilitate institutional mergers. Subsequently, three institutes of technology in Dublin signed a memorandum of understanding establishing the Technological University for Dublin Alliance (Dublin Institute of Technology, the Institute of Technology Tallaght and the Institute of Technology Blanchardstown.) The presidents from each institute formed a steering group that consisted of a team of staff from across the three campuses. The role of this team was to launch the foundation themes that were necessary for designation. One of these themes was …


Place Recognition In Challenging Conditions, Saravanabalagi Ramachandran, John Mcdonald Jan 2019

Place Recognition In Challenging Conditions, Saravanabalagi Ramachandran, John Mcdonald

Session 2: Deep Learning for Computer Vision

Place recognition in a visual SLAM system helps build and maintain a map from multiple traversals of the same environment while closing loops to correct drift accumulated over time. Despite the marked success in visual place recognition research over the past decade, it remains a challenging problem in the context of variations caused due to different times of the day, weather, lighting and seasons. In this paper, we address this problem by progressively training convolutional neural networks in a siamese fashion to generate embeddings that encode semantic and visual features for sequence-aligned image pairs taken at different timescales and viewpoints. …


Deep Convolutional Neural Networks For Estimating Lens Distortion Parameters, Sebastian Lutz, Mark Davey, Aljosa Smolic Jan 2019

Deep Convolutional Neural Networks For Estimating Lens Distortion Parameters, Sebastian Lutz, Mark Davey, Aljosa Smolic

Session 2: Deep Learning for Computer Vision

In this paper we present a convolutional neural network (CNN) to predict multiple lens distortion parameters from a single input image. Unlike other methods, our network is suitable to create high resolution output as it directly estimates the parameters from the image which then can be used to rectify even very high resolution input images. As our method it is fully automatic, it is suitable for both casual creatives and professional artists. Our results show that our network accurately predicts the lens distortion parameters of high resolution images and corrects the distortions satisfactory.


Principles Or Templates? The Antecedents And Performance Effects Of Cross-Border Knowledge, James B. Oldroyd, Shad Morris, Jeff P. Dotson Jan 2019

Principles Or Templates? The Antecedents And Performance Effects Of Cross-Border Knowledge, James B. Oldroyd, Shad Morris, Jeff P. Dotson

Faculty Publications

Managers understand the importance of knowledge management systems for project-based work. Efforts are often made to ensure knowledge is codified and disseminated throughout the firm so employees can draw upon them to complete their projects. Unfortunately, however, such efforts often lead to stockpiles of information that remain untapped and underutilized. This study seeks to answer two questions. First, how can managers influence workers to utilize different types of codified knowledge in the first place? Second, do different types of codified knowledge have differential effects on performance? We find that increased individual experience drives the use of knowledge principles while workers …


On-Road Remote Sensing Of Automobile Emissions In The Chicago Area: Fall 2018, Gary A. Bishop Jan 2019

On-Road Remote Sensing Of Automobile Emissions In The Chicago Area: Fall 2018, Gary A. Bishop

Fuel Efficiency Automobile Test Publications

No abstract provided.


Monitoring Melanoma Recurrence With Circulating Tumor Dna: A Proof Of Concept From Three Case Studies, Ashleigh C. Mcevoy, Michelle R. Pereira, Anna Reid, Robert Pearce, Lester Cowell, Zeyad Al-Ogaili, Muhammad A. Khattak, Michael Millward, Tarek M. Meniawy, Elin S. Gray, Melanie R. Ziman Jan 2019

Monitoring Melanoma Recurrence With Circulating Tumor Dna: A Proof Of Concept From Three Case Studies, Ashleigh C. Mcevoy, Michelle R. Pereira, Anna Reid, Robert Pearce, Lester Cowell, Zeyad Al-Ogaili, Muhammad A. Khattak, Michael Millward, Tarek M. Meniawy, Elin S. Gray, Melanie R. Ziman

Research outputs 2014 to 2021

Background: A significant number of melanoma patients experience recurrence to distant sites, despite having had surgical treatment of the primary lesion, with curative intent. Monitoring of patients for early evidence of disease recurrence would significantly improve management of the disease, allowing timely therapeutic intervention. Circulating tumor DNA (ctDNA) is becoming a well-recognized biomarker for monitoring malignancies and has, in a few studies, been shown to signify disease recurrence earlier than conventional methods.

Methods: We performed a retrospective analysis of plasma ctDNA using droplet digital PCR (ddPCR) in 30 primary melanoma patients with tumors harboring BRAF, NRAS or TERT promoter mutations. …


Rethinking Global-Regulation: World’S Law Meets Artificial Intelligence, Nachshon Sean Goltz, Addison Cameron-Huff, Giulia Dondoli Jan 2019

Rethinking Global-Regulation: World’S Law Meets Artificial Intelligence, Nachshon Sean Goltz, Addison Cameron-Huff, Giulia Dondoli

Research outputs 2014 to 2021

This article takes a critical look at Machine Translation of legal text, especially global legislation, through the discussion of Global-Regulation, a state of the art online search engine of the world’s legislation in English. Part 2 explains the rationale for an online platform such as Global-Regulation. Part 3 provides a brief account of the history of the development of machine translation, and it describes some of the limits of the use of statistical machine translation for translating legal texts. Part 4 describes Neural Machine Translation (NMT), which is a new generation of machine translation systems. Finally, Parts 5 and 6 …