PER / PELJ - Pioneer in peer-reviewed, open access online law publications

Author Mnotho Thamsanqa Ngcobo

Affiliation North-West University, South Africa

Email mnothongcobo@gmail.com

Date Submitted 19 September 2022

Date Revised 27 June 2024

Date Accepted 27 June 2024

Date Published 12 July 2024

Editor Prof W Erlank

Journal Editor Prof C Rautenbach

How to cite this contribution

Ngcobo MT "Artificial Intelligence and Blockchain Technologies in Online Dispute Resolution: A Solution to Consumer Disputes in South Africa?" PER / PELJ 2024(27) - DOI http://dx.doi.org/10.17159/1727-3781/2024/v27i0a14648

Copyright

DOI http://dx.doi.org/10.17159/1727-3781/2024/v27i0a14648

With the growth of e
-

Abstract

With the growth of e

Keywords

Alternative dispute resolution; artificial intelligence; blockchain technologies; consumer protection.

……………………………………………………….

1 Introduction

Consumer disputes require tailored mechanisms that provide consumers with access to remedies that do not impose significant costs and delays, 1

 Mnotho Thamsanqa Ngcobo. LLB (Unisa) LLM (UWC). Lecturer, Faculty of Law, North-West University (Mahikeng Campus), South Africa. Email: mnothongcobo@gmail.com. ORCID: https://orcid.org/0000-0003-1966-1581. A version of this paper was submitted as part of an LLM research project titled "Artificial Intelligence in Alternative Dispute Resolution", funded by the Ivan Rugema Fellowship at the University of Missouri-Columbia. Ngcobo Artificial Intelligence.

1 OECD 2007 https://legalinstruments.oecd.org/public/doc/185/185.en.pdf 6.

failing which, the realisation of consumer rights would remain merely a "lofty ideal" that does not lead to the improvement of a consumer's life. It was against this background that the Consumer Protection Act (CPA) 2

2 68 of 2008.

was enacted. The Act provides consumers with certain rights and dispute resolution mechanisms aimed at resolving disputes promptly. However, as will be discussed later, the mechanisms provided by the CPA are proving to be lengthy and difficult. Such a lengthy process ends up deterring consumers from seeking legal redress. Consumers do not want such lengthy and difficult procedures. They seek prompt restitution when they believe the goods or services they purchased are not satisfactory, most usually because they are not in accordance with their orders, or because delivery was late or failed.

This paper will examine the provisions of the CPA, with a specific focus on dispute resolution mechanisms and their shortcomings. Thereafter an alternative dispute resolution (ADR) mechanism using online dispute resolution (ODR), artificial intelligence (AI), and blockchain technologies will be explored. This paper will examine how such a mechanism can be applied in South Africa and what legislative changes are required.

2 The CPA in general

The CPA came into operation in 2009, when South African consumer laws were outdated and fragmented. 3

3 Jacobs, Stoop and Van Niekerk 2010 PELJ 303.

There was a need for an updated, comprehensive consumer framework. The Act was enacted "to promote and advance the social and economic welfare of consumers in South Africa". 4

4 Section 3(1) of the CPA.

The Act now provides an extensive framework for consumer protection and aims to develop, enhance and protect the rights of the consumer and to eliminate unethical suppliers and improper business practices. 5

5 Preamble of the CPA; Jacobs, Stoop and Van Niekerk 2010 PELJ 303.

Previously there had been no specific "consumer protection law" in South Africa. There were, however, certain specific industry consumer laws that

protected certain industries, for example, the laws governing advertisements that consumers could use in a case of false advertisement and the law relating to the South African Bureau of Standards (SABS), which consumers could use for redress should any product they purchased not be in line with the SABS standards. Consumers normally would refer matters to court based on common law and they would usually base their claims on a lack of consent between the contracting consumer and supplier, and the sale of defective goods. The CPA codified the common law and other industry-specific consumer laws into one statute aimed at protecting consumers. 6

6 Jacobs, Stoop and Van Niekerk 2010 PELJ 303.

In terms of section 3 of the CPA, one of the purposes of the Act is to protect vulnerable consumers. Section 3(2) of the Act places great responsibility on the Consumer Protection Commission, which must take all reasonable and practical steps to ensure the realisation of the Act. 7

7 Section 3(2) of the CPA.

2.1 The scope of the CPA

The Act defines "consumer" as:

(i) a person to whom goods or services are marketed in the ordinary course of the supplier's business; a person who has entered into a transaction with a supplier in the ordinary course of the supplier's business, unless the transaction is exempt from the application of this Act by section 5(2) or in terms of section 5(3); if the context so requires or permits, a user of those particular goods or a recipient or beneficiary of those particular services, irrespective of whether that user, recipient, or beneficiary was a party to a transaction concerning the supply of those particular goods or services; and a franchisee in terms of a franchise agreement, to the extent applicable in terms of section 5(6)(b) to (e). 8

8 Chapter 1, Part A – Interpretations of the CPA.

The Act further defines the word "person" to include a juristic person. This extends the scope of the CPA not only to people but to businesses as well. The effect of this is that a business that procures goods or services can make use of the CPA redress mechanisms.

Nowadays consumers have the advantage of procuring goods and/or services in multiple locations, including internationally. Sharrock 9

9 Sharrock Business Transactions Law 594.

is of the opinion that those transactions which occur in multiple locations (cross border) and those transactions where an agreement is concluded outside of South Africa, but where the goods or services are delivered in South Africa, would be regarded as having occurred in South Africa and the provisions of the CPA would apply.

2.2 Dispute resolution in terms of the CPA

As was mentioned earlier, the CPA provides consumers with rights, and chapter 3 of the CPA (sections 68-71) provides for the protection of consumer rights and the consumer's voice. This is done by providing consumers with processes to enforce their rights. Only a person with legal standing may make use of these processes. 10

10 Section 4.1 of the CPA lists the person who has locus standi. The Act provides as follows: "(1) Any of the following persons may, in the manner provided for in this Act, approach a court, the Tribunal, or the Commission alleging that a consumer's rights in terms of this Act have been infringed, impaired or threatened, or that prohibited conduct has occurred or is occurring: (a) A person acting on his or her own behalf; (b) an authorised person acting on behalf of another person who cannot act in his or her own name; (c) a person acting as a member of, or in the interest of, a group or class of affected persons; (d) a person acting in the public interest, with leave of the Tribunal or court, as the case may be; and (e) an association acting in the interest of its members."

The Act provides that this may be done by:

(a) referring the matter directly to the Tribunal, if such a direct referral is permitted by this Act in the case of a particular dispute;

(b) referring the matter to the applicable ombud with jurisdiction, if the supplier is subject to the jurisdiction of any such ombud;

(c) if the matter does not concern a supplier contemplated in paragraph (b)—

(i) referring the matter to the applicable industry ombud, accredited in terms of section 82(6), if the supplier is subject to any such ombud; or

(ii) applying to the consumer court of the province with jurisdiction over the matter, if there is such a consumer the court, subject to the law establishing or governing that consumer court;

(iii) referring the matter to another alternative dispute resolution agent contemplated in section 70; 11

11 Section 70 of the CPA provides that a consumer may "seek to resolve any dispute in respect of a transaction or agreement with a supplier by referring the matter to an alternative dispute resolution agent who may be— (a) an ombud with jurisdiction, if the supplier is subject to the jurisdiction of any such ombud; (b) an industry ombud accredited in terms of section 82(6), if the supplier is subject to the jurisdiction of any such ombud; (c) a person or entity providing conciliation, mediation or arbitration services to assist in the resolution of consumer disputes, other than an ombud with jurisdiction, or an accredited industry ombud; or (d) applying to the consumer court of the province with jurisdiction over the matter, if there is such a consumer court, subject to the law establishing or 45 governing that consumer court."

or

(iv) filing a complaint with the Commission in accordance with section 71; or

(d) approaching a court with jurisdiction over the matter, if all other remedies available to that person in terms of national legislation have been exhausted. 12

12 Section 69 of the CPA.

These are provisions that are aimed at providing the consumers with avenues of redress should any of their rights as provided for in the CPA have been breached by the suppliers. The CPA does not create a specific hierarchy for which disputes may be resolved. Therefore, the Act should be read as a whole, and section 69 of the CPA should not be read in isolation. The Act provides that a consumer may not approach the court while an appeal for the review of an order made by the Tribunal is still pending; 13

13 Section 115(2) of the CPA.

or where all other remedies afforded by the Act to the consumer have not been exhausted. 14

14 Section 39(d) of the CPA.

Legal scholars have interpreted this to mean that the correct approach for the consumer to take is to approach the regulators first – to attempt to resolve the issues by way of alternative dispute resolution. Should that fail, the consumer may approach the consumer courts and provincial authorities, then the Commission, then the tribunal, and lastly the courts. 15

15 Mupangavanhu 2012 PELJ 336; Van Heerden "Protection of Consumer's Rights" 69-2, para 3.

The High Court addressed the issue of exhausting the remedies provided in the CPA in the 2016 case of Joyroy 4440 CC t/a Ubuntu Procurement v Potgieter. 16

16 Joyroy 4440 CC t/a Ubuntu Procurement v Potgieter 2016 3 SA 465 (FB) (hereafter the Joyroy case).

In that case the Court held that the meaning of section 69(d) is clear and unambiguous and that there is thus no need for statutory interpretation. The Court held as follows:

It is specifically stated that the consumer may approach the court if all the aforementioned avenues of redress have been exhausted. The legislature was very specific in prescribing the redress that a customer has in terms of this section. 17

17 Joyroy para 8.

There are, however, different views concerning the issue of whether consumers must first approach the supplier before taking the redress steps previously outlined. Melville argues that the reading of section 69 does not indicate that the consumer is compelled to first approach the supplier before engaging in the abovementioned mechanisms. 18

18 Melville Consumer Protection Act 126.

This viewpoint is supported by the author of this paper. Consumers should not be compelled to approach the supplier first before taking the redress steps. It is important to note that this does not mean that consumers should not contact the supplier at all. Rather, it suggests that consumers should

have the flexibility to choose the most appropriate redress mechanism for their particular situation. This could involve seeking redress from the supplier or pursuing alternative dispute resolution mechanisms. However, suppliers have internal dispute resolution mechanisms, and sometimes it might be beneficial to the consumer to use those mechanisms first before trying the redress mechanisms provided for in the Act. An example of such a case where it might be beneficial is that of suppliers with internal redress mechanisms, like eBay, as will be discussed below. In certain instances, approaching the supplier first would prove futile, as some suppliers might not be cooperative and/or seek to delay the resolution of the matter until the consumer grows tired and abandons the claim. Ultimately the goal of consumer protection laws is to ensure that consumers have access to effective and efficient redress mechanisms, regardless of whether they choose to approach the supplier first or not.

2.3 The shortcomings of CPA

Magaqa, a scholar in the field of consumer protection, argues that the Commission, one of the redress agencies in terms of the CPA, has failed to protect consumers. He argues that there is a lack of clear processes, that the Commission is inaccessible to consumers, that it has a high workload and a low work output, that the Commission has differing interpretations of the CPA, and that it has a poor reputation owing to negative publicity. 19

19 Magaqa 2015 SA Merc LJ 32.

The redress process in terms of the CPA has been provided above. It is a long and tiresome process. Many consumers, most especially those trying to enforce their rights in disputes about small amounts, would rather leave it be than follow the dispute resolution process found in the CPA. An example to explain this would be consumer Z purchasing goods from supplier X in the amount of R200. Supplier X supplies Z with damaged goods, which is in clear contradiction to the CPA. Would it then be wise for Z to follow the resolution/ redress process found in the CPA for R200? It is likely that the consumer would abandon the claim from the beginning and resort to online complaints, which might not assist the consumer in any way. An example of this would be a South African online supplier – Takealot.com. On Hello Peter it has 18 390 reviews, 64% of which give it one star, with an average rating of 1.96. Most of the complaints are regarding defective goods and wrong orders. 20

20 Hello Peter date unknown https://www.hellopeter.com/take2takealot.

If the consumers had an effective redress system they would be using it instead of resorting to naming and shaming. Consumers prefer quicker solutions to their issues and the CPA redress and enforcement procedure is the opposite of that. 21

21 OECD 2007 https://legalinstruments.oecd.org/public/doc/185/185.en.pdf 6.

All consumers need to have access to the justice system. Du Plessis argues the importance of resolving

consumer–supplier disputes regardless of the amount of controversy to maintain social order. 22

22 Du Plessis 2010 SA Merc LJ 518.

The other issue to consider is that even if the Act allowed the parties to approach the courts first without having exhausted the mechanisms provided in the Act, it would still be difficult for many people in South Africa, especially in cases involving small claims. The courts, including the small claims courts, are located far from the people, who would have to spend money on travel to reach the courts. And they might be required to return to the courts two or three times before the matter can be heard. The other issue for matters over R20 000, which is the statutory limitation of the small claim's courts, is that such matters would need to be referred to the magistrate's court or the high court if they fall under their jurisdiction. For such matters, consumers will require the services of attorneys and there are also delays involved before a matter can be heard in court. A member of parliament and chief whip of one of the opposition parties, Narend Singh, wrote as follows:

It is common knowledge that the South African justice system is already overburdened and under-resourced. This has resulted in a perpetual state of backlog. Cases are delayed and postponed as a result of overworked legal professionals, ineffective investigations, and corruption – all of which contribute to the infringement of constitutional protections ... 23

23 Singh 2020 https://www.dailymaverick.co.za/opinionista/2020-05-21-justice-delayed-is-justice-denied-we-must-speed-up-the-court-system-under-lockdown.

In addition, the court process is not efficient. The courts can be slow and costly, with cases often taking months or even years to resolve. This can be frustrating for consumers who need a quick resolution to their issues. Consumers need a redress mechanism that is fast and efficient, where consumers can have their claims addressed in a timely manner without having to bear significant expenses. They might lose interest in pursuing their claims as a result of the delays they experience and the funds they have to spend. 24

24 Naudé 2010 SALJ 527.

3 ODR in South Africa

South African consumers need a fast and efficient system to protect their rights as consumers. It is worth mentioning that the Act itself, the CPA, recognises that times are changing, and that it is thus necessary to develop and employ innovative means to protect the interests of all consumers by ensuring accessible, transparent, and efficient redress for consumers who are subjected to abuse or exploitation in the marketplace. 25

25 Preamble of the CPA.

The Act goes on to say that the recent and emerging technological changes, trading

methods, patterns, and agreements have brought and will continue to bring new benefits, opportunities and challenges to the market for consumer goods and services in South Africa. 26

26 Preamble of the CPA.

ODR offers the chance for consumers to resolve their disputes quickly and efficiently without having to travel to the courts and without having to spend money on legal fees.

ODR supplements and/or replaces the traditional methods of dispute resolution by making use of technologies and various dispute resolution methods. As technology evolves, so do the methods of ODR, which can take place in any of the following ways, for instance:

  • a. Online video conferencing – In this case, a mediator or arbitrator and the parties make use of video conferencing technologies to conduct their dispute resolution process. This is widely used nowadays – not just in alternative dispute resolution, as the courts have also started using such technologies to conduct their hearings virtually.
  • b. Artificial Intelligence-based dispute resolution, which will guide the one party to the dispute in formulating the issues and then send such formulations to the other party for comment or reply. Artificial Intelligence will assist the other party to formulate a response. The process can go back and forth until the parties reach an agreement. Alternatively, the AI programme assists the parties to reach a decision.
  • c. Another form of artificial intelligence-based dispute resolution is one that will be discussed in detail in the following portions of this paper. It is a system of ODR in which the parties make submissions to an artificial intelligence-based dispute resolution system and the AI, through the use of algorithms and blockchain technologies, renders a quick decision regarding the dispute. The AI analyses the relevant court decisions and statutes and then applies those to the dispute at hand and renders a decision.
  • Schmitz highlights the reasons why an ODR system is the way forward by arguing that consumers do not want to waste time and money on phone calls or the like when another fair solution is available through ODR, which should entail a simple-to-access, free service to consumers, and an easy-to-understand system. 27

    27 Schmitz 2018 Journal of Internet Law 7.

    E-commerce has become more prevalent nowadays than traditional offline commerce. The world saw a surge in e-commerce transactions in 2020 due

    to the covid19 pandemic. This trend continued even after the number of positive covid cases decreased. This shows the trust consumers have in online shopping. The eCommerce net sales of the top 100 South African online stores accounted for about US$909 million in 2020. 28

    28 Statista date unknown https://www.statista.com/study/70380/ecommerce-in-south-africa.

    Consumers choose eCommerce over traditional methods of commerce for the following reasons:

  • a. Trust – consumers have trust in the e-commerce system. They have trust that the supplier will fulfil his end of the agreement. Consumers also submit their credit card information online when making payments with the trust that the system will either store the information safely or erase the credit card information after the transaction.
  • b. Comfort and efficiency – consumers rely on e-commerce because of its comfort. They could make purchases from the comfort of their homes and have the goods or services delivered to them, without any need for travel and spending money on transportation. E-commerce provides efficiency by allowing consumers to do everything online and allowing them to choose the delivery methods, and delivery period and allows consumers to search and select the service or product they want to procure without the need to go through different aisles searching for the product.
  • This shows the faith consumers have in the online process, which in turn would allow them to have trust in ODR as it offers the same benefits as e-Commerce which are minimising costs, saving time through using simple procedures, and avoiding the need for traveling. Not all consumers have faith in the online process and there may be some doubts and downsides to e-commerce and ODR. It is important to acknowledge these concerns and to address them in order to build trust and confidence among consumers. Some common concerns include issues such as security, privacy, and the possibility of fraud.

    An example of online consumer dispute resolution is discussed below.

    3.1 eBay

    eBay is an online marketplace that has grown exponentially over the years. eBay facilitates consumer-to-consumer and business-to-consumer sales via its website. eBay sees about 2 billion transactions a day. 29

    29 Abbey 2015 https://parade.com/420625/alison-abbey/ebay-turns-20-10-things-you-may-not-know-about-the-site.

    The

    marketplace is available all over the world. According to Colin Rule, the number of disputes filed in eBay exceeds the volume of the civil court system in the United States. 30

    30 Rule 2017 University of St Thomas Law Journal 356.

    That presents a capacity problem, because unless eBay hires over 5000 online mediators, consumer cases will not be resolved quickly. Even then, with the growing number of users, there is no guarantee that that there will be a sufficient number of mediators to enable them to handle the cases. The other issue that eBay faced was that the marketplace was available all over the world, which then meant that different time zones were involved and also different languages. This led to eBay designing a software programme to assist the parties in resolving their disputes, and to involve human neutrals only in exceptional cases. 31

    31 Rule 2017 University of St Thomas Law Journal 356.

    The eBay dispute system was first launched to handle only "fraud alerts" and later expanded to include "item not received", "item not as described" in the case of consumers as complainants, and "item not paid for" in the case of the seller as the complainant. The most important feature of the eBay dispute resolution system is that it does not cover consequential damages, thus allowing the parties to file a civil case in court for such a claim. Consequential damages can arise in many instances, such as when a consumer purchases from a seller on eBay a computer which is meant to simplify and process work quickly and efficiently, and the computer malfunctions or does not work to the standard advertised on eBay, causing a loss of income on the part of the seller. The seller may refer a claim for the computer to the eBay ODR system but may not claim for the loss of income there. For that, he would need to use the civil court system.

    When a buyer (a consumer) files a claim on the eBay dispute resolution system, eBay allows the user to select the issue in the complaint and to suggest a preferred solution to the buyer. The eBay system guides the buyers and sellers through a series of questions aimed at pinpointing the main issue and making sure that the issue referred by either party falls within eBay's general policy. The system then allows the buyer and the seller to communicate directly through the online system. Should the matter remain unresolved, the party may then refer and escalate such a claim to the eBay Resolution Services team, which will then evaluate the claim and make a decision. The party unhappy with the decision has the option to appeal such a decision using the eBay dispute resolution platform, and to provide more information, such as images.

    The eBay dispute resolution system is a perfect example of ODR. The whole dispute resolution process is conducted online, employing the use of various technologies aimed at streamlining the issues and resolving the dispute with speed and efficiency.

    3.2 Concilianet

    Concilianet was created in 2008 and is operated by the Federal Consumer's Office (PROFECO). 32

    32 Concilianet date unknown https://concilianet.profeco.gob.mx/Concilianet/inicio.jsp. The information provided on the website is written in Spanish and was translated with the use of Google Translate and Apple Translate. There may be some discrepancies.

    This is a free ODR platform aimed at resolving disputes between merchants and their customers. It started as a pilot programme in 2008 and has now been implemented nationwide. It provides consumers with an online platform to resolve disputes.

    Consumers have to register on the platform and may then file claims based on any disagreement with the supplier. Claims can be based on several issues such as a breach of warranty, a breach of contract or a refusal to surrender. 33

    33 Concilianet date unknown http://concilianet.profeco.gob.mx/concilianet/faces/que-es.jsp.

    The dispute resolution process is simple. The consumer would file a claim and Concilianet will determine whether the claim falls within the system's jurisdiction within five days. If it does, it will email the date and time of the settlement hearing to the consumer. The hearing takes place online through the Concilianet. The consumer, the supplier and the mediator provided by Concilianet would then meet and attempt to resolve the dispute.

    The only remedy available through Concilianet is an order for contract performance. Consumers seeking other relief may approach the Courts. The important feature of Concilianet is that consumers may file claims against any merchants, even those not registered with Concilianet. Concilianet has reduced the time for resolving disputes by 50% and has led to settlements in almost 96% of cases filed through its platform. 34

    34 University of Missouri Law School Library 2024 https://libraryguides. missouri.edu/c.php?g=557240&p=3832249.

    This is an example of a consumer dispute resolution system that was created by a government agency, as opposed to a private dispute resolution process like that previously discussed.

    3.3 Civil Resolution Tribunal

    The Civil Resolution Tribunal (CRT) is Canada's ODR platform aimed at resolving strata 35

    35 In New South Wales, Australia, strata law governs property rights, obligations, and management within a strata scheme. A strata scheme is a form of property ownership where multiple lots are contained within a larger building or development (commonly an apartment block).

    and small claims disputes. This was created in terms of the Civil Resolution Tribunal Act. 36

    36 Civil Resolution Tribunal Act, 2012.

    Consumers start the process by visiting Solution Explorer on the website, which offers free legal information and provides the consumer with the correct CRT application form for the type of dispute. 37

    37 Civil Resolution Tribunal Act, 2012.

    Once the application has been accepted, the parties can then use the online secure negotiation platform. The CRT facilitates a collaborative dispute resolution approach as opposed to the traditional courtroom approach. Should the parties fail to reach an agreement, a case manager will then mediate the case between the parties. Should they reach a settlement agreement, it can be turned into an order and enforced like a court order. Should the mediation fail, an independent CRT member would then make a binding decision about the dispute and such a decision can be enforced like a court order. 38

    38 Civil Resolution Tribunal Act, 2012.

    3.4 Conclusion of ODR

    ODR presents many opportunities for consumers and suppliers in the resolution of their disputes. ODR can take many forms and can be tailored for every type of consumer dispute. As earlier explained, ODR is not meant to replace the court system, but rather to supplement it by providing fast and efficient dispute resolution processes for the consumers without the consumer having to spend funds on legal fees and travel distances to court. The systems identified above provide some form of mediation and there is always a human third party involved. This then presents challenges such as capacity and delays because if there is a rise in the number of disputes, there should be several human neutrals available to resolve such disputes. This also means that government agencies like the CRT above will incur the costs of salaries, and private companies like eBay will also incur salary costs for human neutrals.

    Various ombuds and agencies make use of ODR processes in South Africa, and since they rely on human neutrals there are long delays involved, which often deter consumers from filing their claims. Technology is evolving rapidly; many companies have been using artificial intelligence for production and other services. This presents an opportunity for South Africa to harness Artificial Intelligence to resolve consumer disputes. Artificial

    intelligence is explained below, and examples are given of how it has been used around the world in the legal sector.

    4 Artificial Intelligence

    Artificial intelligence (AI) refers to the field of science, engineering and technology that focusses on the creation of intelligent machines. 39

    39 Mills 2016 http://legalexecutiveinstitute.com/artificial-intelligence-in-law-the-state-of-play- 2016-part-1/.

    AI then refers to the development of machines in such a way as to allow them to perform human functions – in most cases in a much better and more efficient way. 40

    40 Schatsky, Muraskin and Gurumurthy 2014 https://www2.deloitte.com/content/ dam/insights/us/articles/what-is-cognitive-technology/DUP_1030-Cognitive-Technologies_MASTER.pdf 3.

    The main aim of developing AI is to create machines that can perceive and respond to their environment independently and perform tasks that would typically require human intelligence and decision-making processes, but without direct human intervention. Currently artificial intelligence is used in different justice systems, including the criminal justice system, where AI is used to improve its outcomes, to cut crime, and to reduce justice-related delays. 41

    41 Rigano 2018 http://www.nij.gov/journals/280/Pages/using-artificial-intelligence-to-address-criminal-justice-needs.aspx.

    This opens room for the development of AI to be used in ODR.

    There are two main branches of AI in the field of law that present opportunities for the development of machine systems able to handle legal disputes. The knowledge-based system comprises a rule-based system that has knowledge based on rules. The case-based system bases its decision on prior cases and not on rules. 42

    42 Barnett and Treleaven 2018 Computer Journal 402.

    The second branch is machine learning, which is divided between supervised learning and unsupervised learning. 43

    43 Barnett and Treleaven 2018 Computer Journal 402.

    The important thing to note about artificial intelligence is that these machines rely on information uploaded to them or information received from the internet. It is possible to programme AI to receive information from credible sources such as the court website, which provides regular case updates and judgments. The developers can upload current legislation onto the system, and the System may interpret the law (rule-based) through machine learning while taking into consideration past judgments concerning similar cases. AI machines process large volumes of information and based on data uploaded to them or received through the internet they can learn and improve in a particular matter. 44

    44 Surden 2019 Ga St U L Rev 1316.

    The capabilities of AI to read and analyse legal information have proven to be a success. Current document

    discovery programmes utilise predictive coding to read and analyse millions of pages of discovered documents and can select relevant material in a fraction of the time that human labour would require. 45

    45 Sourdin 2015 JJA 103.

    Such systems can be used in consumer disputes to search thousands of pages relating to consumer laws, including court judgments, and to select relevant provisions concerning the issue at hand.

    One of the benefits of AI systems is that they do not require rest or sleep as humans do, which would allow consumers to have access to these systems at any time of the day and night. Further, one might also argue that such systems do not need to get paid – as humans do.

    The main argument of this paper is for the creation of an automated system, using AI that could handle consumer disputes and issue automated decisions. Automated computer systems are already in use in other fields, such as the health sciences, where AI is being used to detect cancer in patients. At Tulane University researchers discovered that AI can accurately detect and diagnose colorectal cancer by analysing tissue scans as well as or better than pathologists. 46

    46 Mcnemar 2021 https://healthitanalytics.com/features/top-opportunities-for-artificial-intelligence-to-improve-cancer-care.

    Similar systems could be developed in the field of law to analyse cases and judgments and thereafter make decisions based on the facts of a case. Thompson submits that an ODR system controlled by AI may use expert knowledge and intelligent questionnaires to provide claimants with different functions and guidance specific to their circumstances. 47

    47 Thompson 2015 International Journal of Online Dispute Resolution 53.

    In short, designers of the online dispute system could incorporate AI into their systems. AI can process large volumes of information and decide by applying the rules and law to the facts of the dispute. A perfect example of this would be eBay's online dispute resolution, as it incorporates online dispute resolution, AI, and in some cases human neutrals. As was explained earlier, a party would be guided by the eBay system into selecting the appropriate issue in dispute, and based on the issue selected the system would then ask a series of questions to which the user would have to select answers online. Once the issue in dispute has been identified, the seller would be contacted by the system and the same thing would happen again the seller being guided by the system into choosing his defence. This process would continue until the issue was quantified and a decision reached by the parties, and/or the AI system had reached a determination.

    AI can be used to analyse information and offer advice. It can also be used to analyse information and then render a decision. This argument is based

    on the research that has been conducted using AI computer programmes wherein the outcomes of cases were predicted by the AI system using predictive analysis. 48

    48 Aletras et al 2016 PeerJ Computer Science 1.

    Aletras developed an AI programme to analyse the judgments of the European Court of Human Rights in order to discover patterns. 49

    49 Aletras et al 2016 PeerJ Computer Science 1.

    Upon analysing the judgments and patterns, the AI system was able to predict the outcomes of cases with 79 per cent accuracy. 50

    50 Aletras et al 2016 PeerJ Computer Science 11.

    This was possible because through a process called machine learning AI analyses past data to develop rules that are generalisable going forward. 51

    51 Surden 2014 Wash L Rev 87, 105.

    The same AI machine learning could be developed and used in consumer cases wherein the AI programme would analyse past judgments and render accurate decisions.

    Machine learning is useful where the information analysed is similar to the information presented to the AI. 52

    52 Surden 2014 Wash L Rev 87.

    This poses no major issue in consumer disputes because most of the consumer disputes can be put into a few categories: item not delivered; item delivered late; item not as per advertisement; item delivered damaged. There is a plethora of case law in South Africa dealing with the same consumer issues in all of these categories. Through machine learning AI would analyse those judgments, apply the law to the information presented, and render a decision.

    It would be impetuous to migrate the whole consumer dispute resolution into an online dispute system using AI without considering the downside of AI. While it offers great opportunities, there are still issues that need to be considered in designing the AI ODR system. An automated system would require the use of machine learning, which in turn would require data. The system would have to comply with the data protection laws of South Africa, including the provisions of the Protection of Personal Information Act. Consumers require a system they can trust. The best way a designer of such a system could gain the consumer's trust would be by addressing the issues of personal (data) protection - and the system must be transparent. Users of the system should have information about how the AI ODR system arrived at a decision and why it arrived at such a decision. That could be done by showing authorities for such a decision. The authority could be case law, legislation, or past decisions taken by the consumer tribunal.

    4.1 Her Majesty's online court

    The Civil Justice Council (CJC) recommended the creation of an online court for civil disputes under the value of £25 000. 53

    53 Online Dispute Resolution Advisory Group 2015 https://www.judiciary.uk/wp-content/uploads/2015/02/Online-Dispute-Resolution-Final-Web-Version1.pdf.

    The CJC holds that "online dispute resolution (ODR) is an area with enormous potential for meeting the needs of the system and its users in the 21st Century". 54

    54 Online Dispute Resolution Advisory Group 2015 https://www.judiciary.uk/wp-content/uploads/2015/02/Online-Dispute-Resolution-Final-Web-Version1.pdf 2.

    The CJC proposed a three-tier online court system.

  • a. The first tier would prioritise online evaluation. 55

    55 Online Dispute Resolution Advisory Group 2015 https://www.judiciary.uk/wp-content/uploads/2015/02/Online-Dispute-Resolution-Final-Web-Version1.pdf 6.

    It would allow disputants to evaluate their problems through inputting information into an online system that would categorise their issues, provide information about their rights and entitlements, and suggest options available to resolve the dispute. 56

    56 Online Dispute Resolution Advisory Group 2015 https://www.judiciary.uk/wp-content/uploads/2015/02/Online-Dispute-Resolution-Final-Web-Version1.pdf 6; Sourdin 2018 UNSW Law Journal 1120.

    The main aim of this tier is to provide legal information to the parties and then allow them to attempt to settle their disputes on their own.
  • b. Tier Two would provide online facilitation. This tier involves online facilitators who would communicate with the parties via the internet, would review the information provided by the parties, such as the statements and documents, and then would attempt to help the parties through mediation and negotiation. 57

    57 Online Dispute Resolution Advisory Group 2015 https://www.judiciary.uk/wp-content/uploads/2015/02/Online-Dispute-Resolution-Final-Web-Version1.pdf 6.

    In addition to this, the use of automated negotiation by the system would be employed, without the intervention of human experts.
  • c. Tier Three involves online judges. This would be the last tier and would be available only if the parties failed to reach an agreement. Full-time and part-time members of the judiciary would decide on the case based on the information and documents provided by the parties. 58

    58 Online Dispute Resolution Advisory Group 2015 https://www.judiciary.uk/wp-content/uploads/2015/02/Online-Dispute-Resolution-Final-Web-Version1.pdf 6.

    The judges could use telephone conferencing to connect with the parties, should the need arise. The decision by the judges would be binding and enforceable like any other judgment made in a courtroom.
  • This system was supported by Lord Justice Briggs. 59

    59 Briggs 2015 https://www.judiciary.uk/wp-content/uploads/2016/01/ccsr-interim-report-dec-15-final1.pdf 58, 76.

    He suggested the possibility of face-to-face hearing in the third tier as a last resort. 60

    60 Briggs 2015 https://www.judiciary.uk/wp-content/uploads/2016/01/ccsr-interim-report-dec-15-final1.pdf 78.

    He further held that the online court would allow parties to appeal cases in the main physical courts, like any other appeal. 61

    61 Briggs 2015 https://www.judiciary.uk/wp-content/uploads/2016/01/ccsr-interim-report-dec-15-final1.pdf 78.

    He held that should this online court be established, judges would need to adopt a more investigative approach than an adversarial approach, 62

    62 Briggs 2015 https://www.judiciary.uk/wp-content/uploads/2016/01/ccsr-interim-report-dec-15-final1.pdf 78.

    thereby keeping up with the public policy considerations of alternative dispute resolution.

    What is significant about this system is that in the first tier the system uses AI to assist and advise parties about their cases. If AI can advise parties, surely it is capable of rendering a decision. This system was accepted by the Court Justices, as has been explained. Thus, Justice Griggs accepted the system and made further recommendations to advance the system. 63

    63 Aside from Justice Gregg, Chief Justice Warren also suggested another online court model. Warren 2015 JJA 14.

    5 Blockchain technologies

    Blockchain is a system of recording information in a way that makes it difficult or impossible to change, hack, or cheat the system. 64

    64 Euromoney Learning 2020 https://www.euromoney.com/learning/blockchain-explained/what-is-blockchain.

    Blockchain technology is impenetrable and cannot be altered. There are many uses of blockchain, one of them being a smart contract, which is self-executing, The fact that blockchain cannot be altered or deleted renders it secure and safe from hacking, as against the situation in the past, when databases could be hacked. 65

    65 Sahu 2020 https://www.upgrad.com/blog/how-to-use-blockchain-to-store-data.

    The traditional way of storing data by cloud storage is prone to misuse and the information is centralised. 66

    66 Sahu 2020 https://www.upgrad.com/blog/how-to-use-blockchain-to-store-data.

    That makes it prone to hacking. Blockchain, on the other hand, is decentralised. The Chinese courts are embracing the use of blockchain technology. 67

    67 Supreme People's Court, White Paper on Chinese Courts and Internet Judiciary (2019) 74.

    The Internet courts in China have accepted blockchain as a means of storing evidence and authentication. 68

    68 Supreme People's Court, White Paper on Chinese Courts and Internet Judiciary (2019) 74.

    This is particularly useful for online evidence from disputes that are generated and stored on the Internet. 69

    69 Sahu 2020 https://www.upgrad.com/blog/how-to-use-blockchain-to-store-data.

    The Supreme People’s

    Court has stated that digital data stored and authenticated by blockchain will be valid evidence in legal disputes before the Internet Courts "if the relevant parties collected and stored these data via blockchain with digital signatures, reliable timestamps, and hash value verification". 70

    70 Sahu 2020 https://www.upgrad.com/blog/how-to-use-blockchain-to-store-data.

    In terms of the White Paper on Chinese Courts and Internet Judiciary, national e-evidence-based blockchain technology has been established linking the courts in twenty-two provinces and municipalities. 71

    71 Supreme People's Court, White Paper on Chinese Courts and Internet Judiciary (2019) 74.

    Blockchain presents many opportunities for the legal field and dispute resolution. However, not much research has been done and it is still a developing sector. Thus, it may pose risks that are yet unknown. As research shows, however, it provides secure data storage, which is important in the case of online dispute resolution, since data privacy is important and consumers would not trust a system that would leave their data vulnerable to hacking. In 2021 the South African judiciary and the Department of Justice suffered a cyber-attack. 72

    72 Makhafola 2021 https://www.news24.com/news24/southafrica/news/department-of-justice-says-its-recovering-from-cyber-hack-causing-court-case-delays-20211010.

    The Integrated Case Management System that contains information about the cases was exposed to the cyber-attack. This was because the cloud storage system is centralised. By using blockchain technologies to securely store data, such incidents can be avoided. There are other uses of blockchain, but due to their technical nature they will not be explored in this paper.

    6 Designing an AI ODR in South Africa

    The author proposes an online system of dispute resolution that incorporates the use of AI. Due to the lack of adequate research available on blockchain technologies, the system would not incorporate such technologies. However, the state must take preventative measures to secure consumer data online.

    The online dispute resolution system should be made available on the National Consumer Commission website. Such a system would, like the eBay system, require users to register and file their disputes online. The system would then guide the consumer into selecting the appropriate dispute, using a series of questions and answer options.

    The author proposes a tier system in which tier one would be a conciliation tier. Both disputants would be guided by the system in negotiating the dispute. Should this tier fail, then the dispute would be moved into the second tier, wherein the AI system through machine learning would render a decision. A party who is not satisfied will have the option to appeal such a

    decision to a third tier, where an arbitrator would, based on the information previously provided by the parties, and the reason provided by the AI, render a binding arbitration decision that can be reviewed in court only if it should meet any of the requirements of review in terms of the Arbitration Act.

    The CPA makes provision for the referral of a dispute to an alternative dispute resolution agent subject to section 70 of the Act. 73

    73 Section 69(c)(iii) of the CPA. The section provides as follows: "(iii) referring the matter to another alternative dispute resolution agent contemplated in section 70".

    In terms of section 70(1)(c) a consumer may seek to resolve the dispute by referring it to a person or "an entity providing conciliation, mediation or arbitration services". 74

    74 Section 70 of the CPA.

    An AI-based online dispute resolution system meets the requirements of section 70 since it will offer conciliation, mediation and arbitration services.

    Should the dispute be too complicated for the AI, upon review by the human expert working for the consumer commission the matter should be removed from the system and the consumer be advised to approach the correct redress mechanism, such as the consumer court. This is in accordance with section 70(2) of the CPA, which states that if there is no reasonable probability of the parties resolving their dispute, the alternative dispute resolution agent may terminate the process by notice to the parties, and the party who referred the matter to the agent may file a complaint with the Commission.

    It is important to note that not everyone knows the law, thus one of the parties might raise that as an argument of appeal against the decision, citing that he did not understand the nature and consequences of the dispute process. The author proposes that the National Consumer Commission prepares information guides in all eleven South African languages, and such a guide must be made available to the parties before the dispute resolution process commences.

    7 Conclusion

    The Consumer Protection Act provides various avenues of redress to consumers. However, as was discussed in the previous sections, the redress avenue is too long and takes a lot of time. That ends up deterring consumers from following the formal redress processes. The CPA allows for the use of an alternative dispute resolution provider who provides conciliation, mediation and arbitration services. The proposed system provides all such services. It thus meets the requirements of the CPA. Such a system would be beneficial to all consumers, even to those living in outlying areas where there is no court system or where there are no National

    Consumer Commission offices. Since the AI dispute resolution system will be online, consumers can file cases using their mobile cell phones. Most of the national government websites have the option to change the language to one of the South African official languages. This can also be implemented into online consumer dispute resolution to make it friendly and accessible for every consumer in South Africa. It is important to note that the argument presented here is based on the present potentials of AI and blockchain technologies. Additionally, issues such as personal data privacy need to be taken into consideration.

    It is submitted that further research should be conducted to ascertain the role blockchain technologies could play in online dispute resolution. The current research on blockchain technologies proves that they can play a vital role in securely storing consumer data online. Data protection is one important element of online dispute resolution.

    Bibliography

    Literature

    Aletras et al 2016 PeerJ Computer Science

    Aletras N et al "Predicting Judicial Decisions of the European Court of Human Rights: A Natural Language Processing Perspective" 2016 PeerJ Computer Science 1-19

    Barnett and Treleaven 2018 Computer Journal

    Barnett J and Treleaven P "Algorithmic Dispute Resolution: The Automation of Professional Dispute Resolution Using AI and Blockchain Technologies" 2018 The Computer Journal 399-408

    Du Plessis 2010 SA Merc LJ

    Du Plessis A. "Enforcement and Execution Shortcomings of Consumer Courts" 2010 SA Merc LJ 517-531

    Jacobs, Stoop and Van Niekerk 2010 PELJ

    Jacobs W, Stoop PN and Van Niekerk R "Fundamental Consumer Rights under the Consumer Protection Act 68 of 2008: A Critical Overview and Analysis" 2010 PELJ 302-406

    Magaqa 2015 SA Merc LJ

    Magaqa M "The NCC and the NCT Walk the Long Road to Consumer Protection" 2015 SA Merc LJ 32-57

    Melville Consumer Protection Act

    Melville N Consumer Protection Act Made Easy 2nd ed (Book of Life Publications Pretoria 2011)

    Mupangavanhu 2012 PELJ

    Mupangavanhu Y "An Analysis of the Dispute Settlement Mechanism under the Consumer Protection Act 68 of 2008" 2012 PELJ 320-347

    Naude 2010 SALJ

    Naudé T "Enforcement Procedures in Respect of the Consumer's Right to Fair, Reasonable and Just Contract Terms under the Consumer Protection Act in Comparative Perspective" 2010 SALJ 515-547

    Ngcobo Artificial Intelligence

    Ngcobo M Artificial Intelligence in Alternative Dispute Resolution (LLM mini-dissertation University of Missouri-Columbia 2022)

    Rule 2017 University of St Thomas Law Journal

    Rule C "Designing a Global Online Dispute Resolution System: Lessons Learned from eBay" 2017 University of St Thomas Law Journal 354-369

    Schmitz 2018 Journal of Internet Law

    Schmitz "A Blueprint for Online Dispute Resolution System Design" 2018 Journal of Internet Law 1-20

    Sharrock Business Transactions Law

    Sharrock R Business Transactions Law 9th ed (Juta Cape Town 2017)

    Sourdin 2015 JJA

    Sourdin T "Justice and Technological Innovation" 2015 JJA 96-105

    Sourdin 2018 UNSW Law Journal

    Sourdin T "Judge v Robot? AI and Judicial Decision Making" 2018 UNSW Law Journal 1114-1133

    Surden 2014 Wash L Rev

    Surden H "Machine Learning and Law" 2014 Wash L Rev 87-105

    Surden 2019 Ga St U L Rev

    Surden H "Artificial Intelligence and the Law: An Overview" 2019 Ga St U L Rev 1306-1337

    Thompson 2015 International Journal of Online Dispute Resolution

    Thompson D "Creating New Pathways to Justice Using Simple Artificial Intelligence and Online Dispute Resolution" 2015 International Journal of Online Dispute Resolution 1-53

    Van Heerden "Protection of Consumer's Rights"

    Van Heerden C "Protection of Consumer's Rights and Consumers' Voice" in Naudé T and Eiselen S (eds) Commentary on the Consumer Protection Act (revision service 2, 2017) (Juta Claremont 2017) ch 3

    Warren 2015 JJA

    Warren M "Embracing Technology: The Way Forward for the Courts" 2015 Journal of Judicial Administration 1-20

    Case law

    Joyroy 4440 CC t/a Ubuntu Procurement v Potgieter 2016 3 SA 465 (FB)

    Legislation

    Arbitration Act 42 of 1965

    Civil Resolution Tribunal Act, 2012 (Canada)

    Consumer Protection Act 68 of 2008

    Protection of Personal Information Act 4 of 2013

    Government publications

    Supreme People's Court, White Paper on Chinese Courts and Internet Judiciary (2019)

    Internet sources

    Abbey 2015 https://parade.com/420625/alison-abbey/ebay-turns-20-10-things-you-may-not-know-about-the-site

    Abbey A 2015 eBay Turns 20: 10 Things You May Not Know about the Site https://parade.com/420625/alison-abbey/ebay-turns-20-10-things-you-may-not-know-about-the-site accessed 3 May 2024

    Briggs 2015 https://www.judiciary.uk/wp-content/uploads/2016/01/ccsr-interim-report-dec-15-final1.pdf

    Briggs J 2015 Civil Courts Structure Review: Final Report. Judiciary of England and Wales https://www.judiciary.uk/wp-content/uploads/ 2016/01/ccsr-interim-report-dec-15-final1.pdf accessed 2 May 2024

    Concilianet date unknown http://concilianet.profeco.gob.mx/concilianet/ faces/que-es.jsp

    Concilianet date unknown About Concilianet http://concilianet.profeco. gob.mx/concilianet/faces/que-es.jsp accessed 31 March 2022

    Euromoney Learning 2020 https://www.euromoney.com/learning/ blockchain-explained/what-is-blockchain

    Euromoney Learning 2020 What is Blockchain? https://www.euromoney.com/learning/blockchain-explained/what-is-blockchain accessed 2 May 2024

    Hello Peter date unknown https://www.hellopeter.com/take2takealot

    Hello Peter date unknown Takealot.com https://www.hellopeter.com/take2 takealot accessed 3 May 2024

    Makhafola 2021 https://www.news24.com/news24/southafrica/news/

    department-of-justice-says-its-recovering-from-cyber-hack-causing-court-case-delays-20211010

    Makhafola G 2021 Department of Justice Says It's Recovering from Cyber Hack Causing Court Case Delays https://www.news24.com/news24/ southafrica/news/department-of-justice-says-its-recovering-from-cyber-hack-causing-court-case-delays-20211010 accessed 3 May 2024

    Mcnemar 2021 https://healthitanalytics.com/features/top-opportunities-for-artificial-intelligence-to-improve-cancer-care

    Mcnemar E 2021 Top Opportunities for Artificial Intelligence to Improve Cancer Care https://healthitanalytics.com/features/top-opportunities-for-artificial-intelligence-to-improve-cancer-care accessed 2 May 2024

    Mills 2016 http://legalexecutiveinstitute.com/artificial-intelligence-in-law-the-state-of-play-2016-part-1

    Mills M 2016 Artificial Intelligence in Law: The State of Play 2016 http://legalexecutiveinstitute.com/artificial-intelligence-in-law-the-state-of-play-2016-part-1/ accessed 31 March 2022

    OECD 2007 https://legalinstruments.oecd.org/public/doc/185/185.en.pdf

    Organisation for Economic Co-operation and Development 2007 Recommendation on Consumer Dispute Resolution and Redress https://legalinstruments.oecd.org/public/doc/185/185.en.pdf accessed 2 May 2024

    Online Dispute Resolution Advisory Group 2015 https://www.judiciary.uk/wp-content/uploads/2015/02/Online-Dispute-Resolution-Final-Web-Version1.pdf

    Online Dispute Resolution Advisory Group 2015 Online Dispute Resolution for Low-Value Civil Claims: Report of the Civil Justice Council https://www.judiciary.uk/wp-content/uploads/2015/02/Online-Dispute-Resolution-Final-Web-Version1.pdf accessed 2 May 2024

    Rigano 2018 http://www.nij.gov/journals/280/Pages/using-artificial-intelligence-to-address-criminal-justice-needs.aspx

    Rigano C 2018 Using Artificial Intelligence to Address Criminal Justice Needs http://www.nij.gov/journals/280/Pages/using-artificial-intelligence-to-address-criminal-justice-needs.aspx accessed 2 May 2024

    Sahu 2020 https://www.upgrad.com/blog/how-to-use-blockchain-to-store-data

    Sahu M 2020 How to Use Blockchain to Store Data https://www.upgrad.com/blog/how-to-use-blockchain-to-store-data accessed 2 May 2024

    Schatsky, Muraskin and Gurumurthy 2014 https://www2.deloitte.com/ content/dam/insights/us/articles/what-is-cognitive-technology/DUP_1030-Cognitive-Technologies_MASTER.pdf

    Schatsky D, Muraskin C and Gurumurthy R 2014 Demystifying Artificial Intelligence: What Business Leaders Need to Know about Cognitive Technologies https://www2.deloitte.com/content/dam/insights/us/articles/ what-is-cognitive-technology/DUP_1030-Cognitive-Technologies_MASTER.pdf accessed 2 May 2024

    Singh 2020 https://www.dailymaverick.co.za/opinionista/2020-05-21-justice-delayed-is-justice-denied-we-must-speed-up-the-court-system-under-lockdown/

    Singh N 2020 Justice Delayed is Justice Denied – We Must Speed Up the Court System under Lockdown https://www.dailymaverick.co.za/ opinionista/2020-05-21-justice-delayed-is-justice-denied-we-must-speed-up-the-court-system-under-lockdown/ accessed 31 March 2022

    Statista date unknown https://www.statista.com/study/70380/ecommerce-in-south-africa

    Statista date unknown eCommerce in South Africa https://www.statista.com/study/70380/ecommerce-in-south-africa accessed 3 May 2024

    University of Missouri Law School Library 2024 https://libraryguides.

    missouri.edu/c.php?g=557240&p=3832249

    University of Missouri Law School Library 2024 Online Dispute Resolution: ODR in Foreign Countries https://libraryguides.missouri.edu/ c.php?g=557240&p=3832249 accessed 3 May 2024

    List of Abbreviations

    ADR

    alternative dispute resolution

    AI

    artificial intelligence

    CJC

    Civil Justice Council

    CPA

    Consumer Protection Act 68 of 2008

    CRT

    Civil Resolution Tribunal

    Ga St U L Rev

    Georgia State University Law Review

    JJA

    Journal of Judicial Administration

    ODR

    online dispute resolution

    OECD

    Organisation for Economic Co-operation and Development

    PELJ

    Potchefstroom Electronic Law Journal

    SA Merc LJ

    South African Mercantile Law Journal

    SABS

    South African Bureau of Standards

    SALJ

    South African Law Journal

    UNSW Law Journal

    University of New South Wales Law Journal

    Wash L Rev

    Washington Law Review