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Article

Access_open Text-mining for Lawyers: How Machine Learning Techniques Can Advance our Understanding of Legal Discourse

Journal Erasmus Law Review, Issue 1 2021
Keywords text mining, machine learning, law, natural language processing
Authors Arthur Dyevre
AbstractAuthor's information

    Many questions facing legal scholars and practitioners can be answered only by analysing and interrogating large collections of legal documents: statutes, treaties, judicial decisions and law review articles. I survey a range of novel techniques in machine learning and natural language processing – including topic modelling, word embeddings and transfer learning – that can be applied to the large-scale investigation of legal texts


Arthur Dyevre
Arthur Dyevre is Professor at the KU Leuven Centre for Empirical Jurisprudence, Leuven, Belgium. arthur.dyevre@kuleuven.be.
Article

Access_open Teaching Technology to (Future) Lawyers

Journal Erasmus Law Review, Issue 1 2021
Keywords legal education, law and technology, legal analytics, technology education, technological literacy
Authors Mikołaj Barczentewicz
AbstractAuthor's information

    The article offers a reflection on how applications of computer technology (including data analytics) are and may be taught to (future) lawyers and what are the benefits and limitations of the different approaches. There is a growing sense among legal professionals and law teachers that the technological changes in the practice of law are likely to promote the kind of knowledge and skills that law graduates often do not possess today. Teaching computer technology can be done in various ways and at various depths, and those different ways and levels have different cost and benefit considerations. The article discusses four models of teaching technology: (1) teaching basic technological literacy, (2) more advanced but general technology teaching, (3) teaching computer programming and quantitative methods and (4) teaching a particular aspect of technology – other than programming (e.g. cybersecurity). I suggest that there are strong reasons for all current and future lawyers to acquire proficiency in effective uses of office and legal research software and standard means of online communication and basic cybersecurity. This can be combined with teaching of numerical and informational literacy. I also claim that advanced technology topics, like computer programming, should be taught only to the extent that this is justified by the direct need for such skills and knowledge in students’ future careers, which I predict to be true for only a minority of current lawyers and law students.


Mikołaj Barczentewicz
Mikołaj Barczentewicz is the Research Director, Surrey Law and Technology Hub, as well as Senior Lecturer (Associate Professor) in Law, University of Surrey School of Law. He is also a Research Associate of the University of Oxford Centre for Technology and Global Affairs.
Article

Comments and Content from Virtual International Online Dispute Resolution Forum

1-2 March 2021, Hosted by the National Center for Technology and Dispute Resolution (NCTDR)

Journal International Journal of Online Dispute Resolution, Issue 1 2021
Authors David Allen Larson, Noam Ebner, Jan Martinez e.a.
Abstract

    For the past 20 years, NCTDR has hosted a series of ODR Forums in locations around the world. For 2021, the Forum was held virtually, with live presentation over a web video platform, and recorded presentations available to participants. A full recording of the sessions can be found through http://odr.info/2021-virtual-odr-forum-now-live/. The following items are narrative notes from some of the presentations:

    • David Allen Larson – ODR Accessibility

    • Noam Ebner – Human Touch

    • Jan Martinez & Amy Schmitz – ODR and Innovation

    • Frank Fowlie – Online Sport Dispute Resolution

    • Larry Bridgesmith – AI Introductory Notes

    • Julie Sobowale – AI and Systemic Bias

    • Clare Fowler – DEODRISE

    • Michael Wolf – ODR 2.0 System Design

    • Chris Draper – Algorithmic ODR

    • Zbynek Loebl – Open ODR


David Allen Larson

Noam Ebner

Jan Martinez

Amy Schmitz

Frank Fowlie

Larry Bridgesmith

Julie Sobowale

Clare Fowler

Michael Wolf

Chris Draper

Zbynek Loebl
Article

What’s Good for ODR?

AI or AI

Journal International Journal of Online Dispute Resolution, Issue 1 2021
Keywords Augmented Intelligence, Artificial Intelligence, algorithms, ODR
Authors Graham Ross
AbstractAuthor's information

    Whilst the coronavirus epidemic saw mediators turn to web conferencing in numbers to ensure mediations continued to take place, it is believed that the rate at which individual mediators, as opposed to organizations handling volumes of disputes, began to use online dispute resolution (ODR)-specific tools and platforms remained comparatively slow. Mediators may have felt that, in using web conferencing, they had made the move to ODR. Another hurdle standing in the way of generating confidence in ODR-specific tools is that exciting developments used the less were powered by artificial intelligence (AI) and yet mention of AI and algorithms would create its own barrier, in no small part due to examples of shortcomings with AI and algorithms outside of ODR. The writer feels that the future lies in developments in ODR that benefit from AI. However that is less the traditional meaning of the acronym being Artificial Intelligence but more as Augmented Intelligence. The paper explains the difference with Artificial Intelligence leaving the machine in control whilst Augmented Intelligence retains control and decision-making with the human but assisted by the machine to a degree or in a format not possible by the human alone. The paper highlights examples of two ODR systems applying Augmented Intelligence.


Graham Ross
Graham Ross is a UK lawyer and mediator with over 20 years of experience in IT and the law. Graham is the author of lthe original QUILL egal application software (accounts and time recording) and the founder of LAWTEL, the popular webbased legal information update service. Graham co-founded the first ODR service in the UK, WeCanSettle, designing the blind bidding software at the heart of the system. Graham subsequently founded TheMediationRoom.com, for whom he designed their online mediation platform. Graham speaks regularly at international conferences on the application of technology to ADR. Graham was host of the 5th International Conference on Online Dispute Resolution held in Liverpool, UK, in 2007 and has organised two other ODR conferences. Graham was a member of the EMCOD project which created a tool for the European Union for the measurement of justice through ODR. Graham was a member of the UK Civil Justice Council’s Advisory Group on Online Dispute Resolution, whose recommendations led to the creation of an online court for small claims. Graham is a Board Member of ICODR. Graham is also a leading trainer in ODR having created the accredited distance training course at www.ODRtraining.com.
Article

Why an atmosphere of transhumanism undermines green restorative justice concepts and tenets

Journal The International Journal of Restorative Justice, Issue 1 2021
Keywords green restorative justice, transhumanism, technological progress, animals, bioethics
Authors Gema Varona
AbstractAuthor's information

    Arising from the notions of green criminology and green victimology, green restorative justice can be defined as a restorative justice focused on environmental harm. Harm in this case is understood as criminalised and non-criminalised, and as individual and collective behaviours damaging the ecosystems and the existence of human and non-human beings. Impacts of environmental harm affect health, economic, social and cultural dimensions, and will be experienced in the short, medium and long term. Within this framework, after linking restorative justice to green criminology and green victimology, I will argue that the current weight of the cultural and social movement of transhumanism constitutes an obstacle to the development of restorative justice in this field. The reason is that it fosters individual narcissism, together with the idea of an absence of limits in what is considered technological progress. This progress is seen as inevitable and good per se, and promotes the perception of a lack of social and moral accountability. This reasoning will lead to some final reflections on how restorative justice has to constantly reinvent itself in order to keep creating a critical and inclusive justice of ‘otherness’. By doing so, restorative justice must join the current interdisciplinary conversation on biopolitics and bioethics.


Gema Varona
Gema Varona is a Senior Researcher at the Basque Institute of Criminology, University of the Basque Country, Donostia/San Sebastián, Spain. Contact author: gemmamaria.varona@ehu.eus.
Article

Towards Online Dispute Resolution-Led Justice in China

Journal International Journal of Online Dispute Resolution, Issue 2 2020
Keywords Online Dispute Resolution, smart court, internet court, access to justice, China
Authors Carrie Shu Shang and Wenli Guo
AbstractAuthor's information

    The use of online dispute resolution (ODR) in courts is a growing topic of interest. By focusing on the recent development of ODR-connected smart courts in China, this article explores ODR’s potential impact on Chinese legal systems from three aspects: role of courts and the legal profession, due process rights, and information safety. By focusing on changing dispute resolution theories – from emphasizing on conflict resolution to dispute prevention – the article argues that ODR-led court reforms rose to the centre because the reform caters to specific purposes of the recent series of reforms conducted under the auspices of the Rule of Law campaign, by prioritizing efficiency goals and attempting to enhance individualist justice experiences. In this article, we define the meaning of ODR in China and describe and categorize ODR technologies that are currently in use in China. Based on these general findings and promising technological options of ODR, we also recommend ways to better implement ODR in Chinese courts to take full advantage of technological advancements.


Carrie Shu Shang
Carrie Shu Shang, Assistant Professor, Coordinator, Business Law program, California State Polytechnic University, Pomona,

Wenli Guo
Wenli Guo, Ph.D., Assistant President, Beiming Software Co. Ltd., President, Internet Nomocracy Institute of Beiming Software Co. Ltd.,

Colin Rule
Colin Rule is CEO of Mediate.com and Arbitrate.com.
Article

‘Firewalls’ to Justice

Can Barriers in Censorship Practices Lead to Advancements in Online Dispute Resolution?

Journal International Journal of Online Dispute Resolution, Issue 1 2020
Keywords online dispute resolution, system design, access to justice, artificial intelligence, intellectual property, blockchain, information communication technology, COVID-19
Authors Shirin Ghafary
AbstractAuthor's information

    This article will discuss how we can learn from barriers of internet censorship to create opportunities for better access to the justice system through newer and more reliable Online Dispute Resolution technology. These advancements in technology can help in the application of security measures for materials disclosed in the use of online dispute resolution (ODR) platforms and reduce people’s fears of privacy concerns. This in turn will promote the use of ODR and provide greater access to the justice system, especially for those people who cannot afford more traditional forms of legal services by making more convenient platforms that are less costly, less time consuming, and more readily available to people via their laptops. Technology is advancing and it is advancing fast, we choose whether we advance with it or stay behind. The COVID-19 pandemic has shown us the vulnerabilities of our society and how technologically far behind we are, perhaps it was just the push that we needed.


Shirin Ghafary
Juris Doctor, McGeorge School of Law, University of the Pacific, Bachelor of Science, York University.
Article

On Lessons Learned and Yet to Be Learned

Reflections on the Lithuanian Cases in the Strasbourg Court’s Grand Chamber

Journal East European Yearbook on Human Rights, Issue 1 2019
Keywords human rights, European Convention on Human Rights, European Court of Human Rights, Lithuania
Authors Egidijus Kūris
Abstract

    During the two-and-a-half decades while Lithuania has been a party to the European Convention on Human Rights, the Grand Chamber of the European Court of Human Rights has decided five Lithuanian cases. They all (perhaps but one) raised controversial issues not only of law but also of those pertaining to matters non-legal: psychology, politics, history and so on. There had been follow-ups to most of them, allowing for consideration as to the merits and disadvantages of the respective judgments. These cases are narrated on in their wider-than-legal context and reflected upon from the perspective of their bearing on these issues and of the lessons they taught both to Lithuania, as a respondent State, and to the Court itself.


Egidijus Kūris
Article

The Pull of Unbiased AI Mediators

Journal International Journal of Online Dispute Resolution, Issue 1 2019
Keywords automation, artificial intelligence, algorithm development, mediation, pull style communication
Authors Chris Draper
AbstractAuthor's information

    There is significant concern in the access to justice community that expanding current count-based online dispute resolution (ODR) efforts will further exacerbate the systemic inequities present in the American justice system. This well-founded fear stems from the fact that current ODR tools typically calibrate artificial intelligence (AI) algorithms with past outcomes so that any future cases are consistently analysed and filtered in a manner that produces similar results. As courts consider ODR tools for more complicated cases that often require mediation, there is significant disagreement on whether it is possible to create an AI mediator and how that could be achieved. This article argues that an effective AI mediator could be created if its design focuses not on the outcomes achieved by the mediation but on the manner of the communication prompts used by the AI mediator.


Chris Draper
Chris Draper, PhD, PE, is the Managing Director of Trokt, responsible for guiding the development, adoption and growth of the Trokt Online Dispute Resolution platform. Dr. Draper is a trained engineer with a focus on human-technology interface risks, a certified mediator with a focus on special needs education conflicts, and an expert on the evaluation of highly complex systems that assist in the human management of legally sensitive data. Dr. Draper received his Bachelor of Science from the University of California at Berkeley and his Doctor of Philosophy from the University of Glasgow.
Article

The Law of Consumer Redress in an Evolving Digital Market

Upgrading from Alternative to Online Dispute Resolution

Journal International Journal of Online Dispute Resolution, Issue 2 2017
Keywords e-Commerce, Online Dispute Resolution, Alternative Dispute Resolution, consumer redress
Authors Pablo Cortés
AbstractAuthor's information

    This article contains the Introduction of a book with the same title recently published by Cambridge University Press, which is reproduced here with its permission. The book offers an updated analysis of the various consumer dispute resolution processes, its laws and best practices, which are collectively referred as the Law of Consumer Redress. The book argues that many consumer redress systems, and in particular publicly certified Alternative Dispute Resolution (ADR) entities, are more than a mere dispute resolution mechanism as they provide a public service for consumers that complements, and often replaces, the role of the courts. In examining the current redress models (i.e., public enforcement, private enforcement and other market options), the book calls for greater integration amongst these various redress options. It also advocates, inter alia, for processes that encourage parties to participate in ADR processes, settle meritorious claims and ensure extrajudicial enforcement of final outcomes. Lastly, the book calls for a more efficient rationalization of certified ADR entities, which should be better coordinated and accessible through technological means.


Pablo Cortés
Pablo Cortés is Professor of Civil Justice, University of Leicester, UK.
Article

Creating New Pathways to Justice Using Simple Artificial Intelligence and Online Dispute Resolution

Journal International Journal of Online Dispute Resolution, Issue 1 2015
Keywords expert system, online dispute resolution, artificial intelligence, access to justice, legal information technology
Authors Darin Thompson
AbstractAuthor's information

    Access to justice in can be improved significantly through implementation of simple artificial intelligence (AI) based expert systems deployed within a broader online dispute resolution (ODR) framework.
    Simple expert systems can bridge the ‘implementation gap’ that continues to impede the adoption of AI in the justice domain. This gap can be narrowed further through the design of multi-disciplinary expert systems that address user needs through simple, non-legalistic user interfaces.
    This article provides a non-technical conceptual description of an expert system designed to enhance access to justice for non-experts. The system’s knowledge base would be populated with expert knowledge from the justice and dispute resolution domains. A conditional logic rule-based system forms the basis of the inference engine located between the knowledge base and a questionnaire-based user interface.
    The expert system’s functions include problem diagnosis, delivery of customized information, self-help support, triage and streaming into subsequent ODR processes. Its usability is optimized through the engagement of human computer interaction (HCI) and affective computing techniques that engage the social and emotional sides of technology.
    The conceptual descriptions offered in this article draw support from empirical observations of an innovative project aimed at creating an expert system for an ODR-enabled civil justice tribunal.


Darin Thompson
Legal Counsel, BC Ministry of Justice; Adjunct Law Professor, University of Victoria; Adjunct Law Professor, Osgoode Hall Law School. Email: darinmobile@gmail.com.
Article

Gathering and Dissemination of Space-Based Data in Time of Armed Conflict

Other Legal Matters: Telecommunications, NPS, and Military Implications

Journal International Institute of Space Law, Issue 5 2004
Authors C.Q. Christol

C.Q. Christol
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