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‘Crushed all over again’: the professional experiences of early career counselling psychologists in South Africa

- Haine, Phillipa, Booysen, Duane D, Young, Charles S

Authors: Haine, Phillipa , Booysen, Duane D , Young, Charles S
Date: 2024
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/454056 , vital:75306 , xlink:href="https://hdl.handle.net/10520/ejc-sapsyc_v54_n1_a51"
Description: Counselling psychology in South Africa has recently emerged from a tumultuous period, stemming from regulatory efforts in 2011, which negatively impacted on the profession’s status and viability. While the definition and scope of counselling psychology arguably demonstrate improvements in aligning with global practices, concerns persist surrounding the work opportunities and professional experiences of counselling psychologists, particularly those in the early stages of their careers. This study aimed to gain an in-depth understanding of the professional experiences of early career counselling psychologists in South Africa. The pool of participants were 10 early career counselling psychologists (females = 7, males = 3, period in service = 1–10 years). The participants completed semi-structured interviews on their early career professional experiences, as well as the meanings they attributed to these experiences. An interpretative phenomenological analysis of the data revealed three group experiential themes: (1) the complexity of finding and securing work; (2) navigating an array of personal, professional, and systemic challenges, and (3) self-acquiring support. The findings suggest that despite the unique and valuable skills and knowledge counselling psychologists possess, the participants struggled to successfully transition into the workforce, resulting in feelings of anxiety, frustration, and professional disillusionment. The findings indicate enhanced support is needed at various levels to address the needs and bolster the wellbeing, utilisation, and retention of counselling psychologists in their transition into the South African workforce.
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Date Issued: 2024

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# SideHustle: Jason GH Londt’s contribution to holdings of the South African Cicadidae (Hemiptera, Auchenorrhyncha) in the KwaZulu-Natal Museum

- Villet, Martin H

Authors: Villet, Martin H
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/440598 , vital:73796 , 10.3897/afrinvertebr.64.100851
Description: Jason GH Londt contributed almost a quarter of the KwaZulu-Natal Museum’s specimens of Cicadidae, including a strong sample of females, and probably the best set to date of African records of predation on cicadas by robber flies. The collection provides evidence that robber flies catch more male cicadas; speculatively, because attacks on the heavier-bodied female fail more often. The metadata derived from these specimens also provide a small gazetteer of Londt’s collecting sites.
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Date Issued: 2023

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A Practical Use for AI-Generated Images

- Boby, Alden, Brown, Dane L, Connan, James

Authors: Boby, Alden , Brown, Dane L , Connan, James
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/463345 , vital:76401 , xlink:href="https://link.springer.com/chapter/10.1007/978-3-031-43838-7_12"
Description: Collecting data for research can be costly and time-consuming, and available methods to speed up the process are limited. This research paper compares real data and AI-generated images for training an object detection model. The study aimed to assess how the utilisation of AI-generated images influences the performance of an object detection model. The study used a popular object detection model, YOLO, and trained it on a dataset with real car images as well as a synthetic dataset generated with a state-of-the-art diffusion model. The results showed that while the model trained on real data performed better on real-world images, the model trained on AI-generated images, in some cases, showed improved performance on certain images and was good enough to function as a licence plate detector on its own. The study highlights the potential of using AI-generated images for data augmentation in object detection models and sheds light on the trade-off between real and synthetic data in the training process. The findings of this study can inform future research in object detection and help practitioners make informed decisions when choosing between real and synthetic data for training object detection models.
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Date Issued: 2023

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A Spectre Haunting a Journalist and a Devastated Land

- Baines, Gary F

Authors: Baines, Gary F
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/450055 , vital:74879 , https://www.scielo.org.za/pdf/hist/v68n1/07.pdf
Description: In 1986, British journalist Fred Bridgland published the first, and to date the only full-length English language biography of Jonas Savimbi, 1 the leader of UNITA (National Union for the Total Independence of Angola). The mammoth volume raised the profile of Savimbi and elevated the guerrilla to a pantheon that included his idol Mao Zedong and his reputed friend, Che Guevera. 2 Apparently unbeknown to Bridgland, Savimbi was already exhibiting the worst excesses of Mao: the elimination of all potential rivals to his ironclad control of the rebel armed group. What Bridgland could not have foreseen was that Savimbi was destined to die in the same undignified manner as Guevera with the reputation that he had helped cultivate in tatters (255).
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Date Issued: 2023

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Abortion Services and Reproductive Justice in Rural South Africa

- du Plessis, Ulandi, Macleod, Catriona I

Authors: du Plessis, Ulandi , Macleod, Catriona I
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , book
Identifier: http://hdl.handle.net/10962/434081 , vital:73030 , ISBN 9781776148738 , https://www.witspress.co.za/page/detail/Abortion-Services-and-Reproductive-Justice-in-Rural-South-Africa/?K=9781776148776
Description: Despite progressive legislation, abortion service implementa-tion and access in South Africa’s rural areas is challenging and directly affects low-income communities. This book urges an intervention for safe and accessible abortion services that does not compromise costs or confidentiality within a repara-tive reproductive justice framework. South Africa’s progressive abortion legislation was hailed as transformative in terms of reproductive health and rights. Despite this promise, many challenges persist resulting in a lack of services, especially in rural areas where distances and transport costs are a factor.
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Date Issued: 2023

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Activated carbon-decorated polyacrylonitrile fibers and their porphyrin-immobilized composites for removal of methylene blue dye and Ciprofloxacin in water

- Oyim, James, Amuhaya, Edith K, Nyokong, Tebello

Authors: Oyim, James , Amuhaya, Edith K , Nyokong, Tebello
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/${Handle} , vital:65077 , xlink:href="https://doi.org/10.1080/10601325.2023.2183868"
Description: Photocatalyst adsorbents are an appealing group of materials for environmental applications. Herein, we study a new simple, inexpensive, yet very effective adsorbent photocatalyst based on porphyrin immobilized activated carbon-decorated polyacrylonitrile, InP(PAN/AC), for removal of methylene blue dye and Ciprofloxacin in water under Xe-lamp and sunlight irradiation (the latter for Ciprofloxacin only). Our results shed light on developing the most effective and sustainable adsorbent photocatalysts that can easily be industrialized due to the ease of preparation through electrospinning coupled with the readily available preparation materials. After five cycles, the InP(PAN/AC) maintained high methylene dye removal efficiency and structural integrity. Significantly, we propose the coordinated contribution of singlet oxygen and hydroxyl radical in the photodegradation process and highlight the importance of such an integrated system with adsorption and photodegradation capabilities for water treatment.
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Date Issued: 2023

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Agent-based model development of a complex socio-ecological system: Methods for overcoming data and domain limitations

- James, C. L, Bradshaw, Karen L

Authors: James, C. L , Bradshaw, Karen L
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/440189 , vital:73755 , xlink:href="https://doi.org/10.1016/j.ecoinf.2023.102224"
Description: Agent-based models (ABMs) are appropriate tools for modelling socio-ecological systems due to their ability to handle complexity. However, development of such models is often an intensive process. There are many tutorials on the general methods and steps in ABM development but there are not necessarily practical details on how to overcome certain challenges. Honeybush (Cyclopia spp.), a kind of fynbos vegetation found in the Western and Eastern Cape mountains, is an important ecological and agricultural product in South Africa. It is considered a complex system due to its variability and unpredictability. The honeybush tea industry faces the challenge of meeting emerging market demands while maintaining sustainable harvesting practices, in the midst of an uncertain future due to climate change. We created a prototype model, HoneybushModel, using the MARS framework, a C# multi-agent simulation toolkit. The model was validated using historic data. Whilst outlining the development processes used to create the Honeybush Model, this paper provides a methodology for the development of such models and demonstrates techniques for addressing data, domain and framework limitations. The implemented model also acts as a case study for similar systems that could be modelled using an ABM.
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Date Issued: 2023

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Agent-Based Modeling and Simulation for Transmission Dynamics and Surveillance of Dengue: Conceptual and Design Model

- Pascoe, Luba, Nyambo, Devotha G, Bradshaw, Karen L, Clemen, Thomas

Authors: Pascoe, Luba , Nyambo, Devotha G , Bradshaw, Karen L , Clemen, Thomas
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/440200 , vital:73756 , xlink:href="https://doi.org/10.1109/AFRICON55910.2023.10293299"
Description: African countries need to strengthen surveillance and control of arboviral diseases such as dengue due to increased outbreaks and spread of arboviruses. Climatic, socio-environment, and ecological variables influence the spread of dengue fever in Sub-Saharan Africa. This paper presents an Agent-Based conceptual and design model for dengue fever developed using the Multi-Agent Research and Simulation (MARS) framework. The study analyzes dengue fever's spatial distribution and identifies the causal relationship between the disease and its climatic and environmental variables. Agent-based modeling (ABM) was used to comprehend the spatial patterns of variation to determine the ecological association between the observed spatio-temporal variations in dengue fever. The domain and design model of an ABM for the surveillance of dengue fever is presented based on the Overview, Design Concepts, and Details (ODD) protocol. Model input parameters and input data for the study area are also presented. The dengue ABM can be adopted and reused for modeling other diseases and other complex problems from different domains while ensuring that their unique characteristics and appropriate modifications are considered to ensure the model's validity and relevance to the new context.
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Date Issued: 2023

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Agricultural disturbance affects taxonomic and functional diversity of Afrotropical macroinvertebrate composition in a South African river system

- Akamagwuna, Frank C, Odume, Oghenekaro N, Richoux, Nicole B

Authors: Akamagwuna, Frank C , Odume, Oghenekaro N , Richoux, Nicole B
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/454293 , vital:75333 , xlink:href="https://doi.org/10.1016/j.indic.2023.100251"
Description: Developing species-level biomonitoring tools to monitor riverine systems threatened by anthropogenic pollution, including local agricultural activities in the Afrotropical region, remain a critical challenge. Here we explored the utility of taxonomic-based (diversity, richness, and composition) as well as functional-based (functional diversity) indices to examine the effects of agricultural disturbance on macroinvertebrate communities in the Kat River, Eastern Cape Province of South Africa. We collected physicochemical parameters and macroinvertebrates from eight sites delineated into four land-use categories (highly impacted, HIC; impacted category, IC; moderately impacted, MIC and least impacted, LIC) using agricultural land cover. We recorded 70 macroinvertebrate taxa belonging to 49 families and 48 genera in the Kat River. Redundancy analysis (RDA) and Pearson correlation analysis revealed that species of Lymnaeidae, Belostomatidae, Planorbidae and Libellulidae families and class Oligochaeta were tolerant to agricultural disturbance, as they were dominant in the highly impacted sites and were significantly associated with high salinity, temperature, total dissolved solids (TDS), flow velocity and nutrients. Conversely, species of Baetidae, Caenidae and Potamonautidae were negatively associated with the highly impacted sites and high salinity, temperature, and nutrients. On the other hand, taxonomic indices showed more sensitivity to indicators of agricultural pollution than functional indices, with taxon richness, Shannon index, Simpson's index and Margalef's index declining significantly in the highly disturbed sites (p less than 0.05). They were negatively associated with high electrical conductivity, large river width, and high nitrite and nitrate concentrations; hence they were identified as indicator metrics sensitive to agricultural pollution. Overall, our study revealed that agricultural disturbance could differentially affect the structure and function of macroinvertebrates, and indicator taxonomic and functional indices were identified for long-term monitoring of rivers that drain agricultural landscapes.
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Date Issued: 2023

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An Evaluation of Machine Learning Methods for Classifying Bot Traffic in Software Defined Networks

- Van Staden, Joshua, Brown, Dane L

Authors: Van Staden, Joshua , Brown, Dane L
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/463357 , vital:76402 , xlink:href="https://link.springer.com/chapter/10.1007/978-981-19-7874-6_72"
Description: Internet security is an ever-expanding field. Cyber-attacks occur very frequently, and so detecting them is an important aspect of preserving services. Machine learning offers a helpful tool with which to detect cyber attacks. However, it is impossible to deploy a machine-learning algorithm to detect attacks in a non-centralized network. Software Defined Networks (SDNs) offer a centralized view of a network, allowing machine learning algorithms to detect malicious activity within a network. The InSDN dataset is a recently-released dataset that contains a set of sniffed packets within a virtual SDN. These sniffed packets correspond to various attacks, including DDoS attacks, Probing and Password-Guessing, among others. This study aims to evaluate various machine learning models against this new dataset. Specifically, we aim to evaluate their classification ability and runtimes when trained on fewer features. The machine learning models tested include a Neural Network, Support Vector Machine, Random Forest, Multilayer Perceptron, Logistic Regression, and K-Nearest Neighbours. Cluster-based algorithms such as the K-Nearest Neighbour and Random Forest proved to be the best performers. Linear-based algorithms such as the Multilayer Perceptron performed the worst. This suggests a good level of clustering in the top few features with little space for linear separability. The reduction of features significantly reduced training time, particularly in the better-performing models.
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Date Issued: 2023

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An Exploration of Flow Control Using Machine Learning and Computational Fluid Dynamics

- Bradshaw, Karen L, Cornfield Matthew

Authors: Bradshaw, Karen L , Cornfield Matthew
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/440211 , vital:73757 , xlink:href="https://doi.org/10.59200/ICARTI.2023.017"
Description: Although numerous studies relating to computational fluid dynamics and machine learning have been conducted in relation to automotive development, the majority focus on either early development using completed 3D models, or the final testing stages of development, or machine learning accelerated computational fluid dynamic simulations. While this approach is helpful in software development and simulation, it is not easily adaptable to automotive design where the final model is constantly changing and being modified. Consequently, the aim of this study is to propose a method for conducting computational fluid dynamics and machine learning concurrently to accelerate the development process. The proposed method is used to design and improve the aerodynamic efficiency of an object. The approach focuses on developing, implementing, and comparing machine learning models capable of generating optimised three-dimensional objects with the required geometry to direct airflow paths required in applications such as pressure generation, as needed for both active and passive flow control. The study concludes that both decision tree regression and long short-term memory (LSTM) autoencoder models could be used to optimise the aerodynamic efficiency of solid bodies, but that the LSTM autoencoder performs better overall. An undesirable effect of the shape optimisation is an overall reduction in shape size as optimization increases.
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Date Issued: 2023

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Analysis of South African Media Coverage of the 2022 KZN Floods

- Aiseng, Kealeboga, Gamede, S

Authors: Aiseng, Kealeboga , Gamede, S
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , conference proceedings
Identifier: http://hdl.handle.net/10962/455411 , vital:75428 , ISBN , https://tiikmpublishing.com/proceedings/index.php/msdc/article/view/1117
Description: Literature exists that studies media coverage of natural disasters. The media has the potential to influence how governments react to disasters, how emergency services handle disasters, and how people receive and react to the news of disasters. However, the media sometimes sensationalizes the news about the disasters and focus on other manifestations such as panic, looting, shock, emerging heroes and villains, human conflict, and suffering. This study aims to analyze the media coverage of the 2022 floods in the province of KwaZulu-Natal (KZN) in South Africa. In particular, the study seeks to evaluate if there was media coverage of the floods and what the contents of the coverage were. The study used content analysis to examine the presence of KZN floods from three selected online newspapers, focusing on whether the floods were covered, and which issues or themes dominated the reporting of the floods. The aim here was to examine the role that the media played during this disaster in South Africa. Content analysis was used to note the number of stories covered during the KZN floods in the media, the key themes that dominated the coverage of the floods and factors that influenced the media coverage of the floods. The selected online newspapers are News24, Independent Online (IOL) and TimesLive. These newspapers were purposively selected because of their wider national readership, the ideology of the newspaper, strong online presence, and type/style of reporting. Based on the above-presented data, we argue that there was sufficient coverage of the KZN floods in South African media. The study also discovered that the following issues or stories dominated the reporting/coverage of floods: disaster management, casualties, relief measures, the role of the government, business interests, the role of opposition parties, destruction of infrastructure, and effects on social life.
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Date Issued: 2023

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Asymmetrical zinc phthalocyanine conjugated to various nanomaterials for applications in phototransformation of organic pollutants and photoinactivation of bacteria

- Mgidlana, Sithi, Openda, Yolande Ikala, Nyokong, Tebello

Authors: Mgidlana, Sithi , Openda, Yolande Ikala , Nyokong, Tebello
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/360344 , vital:65081 , xlink:href="https://doi.org/10.1016/j.molstruc.2022.134850"
Description: Zinc phthalocyanine (ZnPc) complexes are linked to metallic nanoparticles covalently via amide and ester bonds. The photocatalytic activity of the conjugates of ZnPc complexes with NiWO4, Ag2WO4, CoWO4 and Ag-Fe3O4 nanoparticles are evaluated for photodegradation of methylene blue, tetracycline, and dibenzothiophene. The photocatalytic efficiencies of the prepared phthalocyanine complexes increased in the presence of nanoparticles. This work also reports on the photodynamic antimicrobial chemotherapy activity of these materials against Staphylococcus aureus (S. aureus) bacteria. The results indicate that Ag2WO4 based nanoconjugates exhibit high antimicrobial activity with higher log reduction compared to NiWO4, CoWO4 and Ag-Fe3O4 based materials.
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Date Issued: 2023

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Best practices in the use and exchange of microorganism biological control genetic resources

- Mason, Peter G, Hill, Martin P, Smith, David, Silvestri, Luciano C, Weyl, Philip S R, Brodeur, Jacques, Vitorino, Marcello Diniz

Authors: Mason, Peter G , Hill, Martin P , Smith, David , Silvestri, Luciano C , Weyl, Philip S R , Brodeur, Jacques , Vitorino, Marcello Diniz
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/417927 , vital:71495 , xlink:href="https://doi.org/10.1007/s10526-023-10197-3"
Description: The Nagoya Protocol actions the third objective of the Convention on Biological Diversity and provides a framework to effectively implement the fair and equitable sharing of benefits arising out of the use of genetic resources. This includes microorganisms used as biological control agents. Thus biological control practitioners must comply with access and benefit-sharing regulations that are implemented by countries providing microbial biological control agents. A review of best practices and guidance for the use and exchange of microorganisms used for biological control has been prepared by the IOBC Global Commission on Biological Control and Access and Benefit-Sharing to demonstrate commitment to comply with access and benefit-sharing requirements, and to reassure the international community that biological control is a very successful and environmentally safe pest management strategy that uses biological resources responsibly and sustainably. We propose that best practices include the following elements: collaboration to facilitate information exchange about the availability of microbial biological control agents and where they may be sourced; freely sharing available knowledge in databases about successes and failures; collaborative research with provider countries to develop capacity; and production technology transfer to provide economic opportunities. We recommend the use of model concept agreements for accessing microorganisms for scientific research and non-commercial release into nature where access and benefit-sharing regulations exist and where regulations are not restrictive or do not exist. We also recommend a model agreement for deposition of microbial biological control agents into culture collections.
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Date Issued: 2023

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Blended Agile Learning of Computer Architecture under COVID

- Machanick, Philip

Authors: Machanick, Philip
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/439141 , vital:73550 , https://www.researchgate.net/profile/Grant-Ooster-wyk/publication/375547243_Beyond_the_Hype_A_Cautionary_Tale_of_ChatGPT_in_the_Programming_Classroom/links/654e3009b1398a779d76a75e/Beyond-the-Hype-A-Cautionary-Tale-of-ChatGPT-in-the-Programming-Classroom.pdf#page=45
Description: The COVID-19 pandemic presented unique challenges. 2021 was an interesting year because we had overcome the worst of the teething problems of remote learning but were able to resume some in-person activities. I present experiences from a second-year computer architecture course that I have taught since 2014 to illustrate that some lessons from operating under pandemic conditions can apply to running courses under more normal conditions. 2021 was an interesting year because we reintroduced in-person pracs partway through this course, allowing students to reflect on the difference this made. Reflection on what did and did not work in the course points to possible improvements in pedagogy in more “normal” times. In isolation, the very positive feedback in a course survey may be flattering but there are useful insights to be drawn from what worked. Drawing on ideas from the social construction model of education, where students should be actively involved in learning, and agile software development, results in some insights that may generalize. The kind of feedback that is part of agile development can be layered on top of formative assessment. Empathy with difficulties faced by a class can make a class more involved in the strategy for course delivery. In 2022, without COVID constraints, some of the lessons were applied with positive outcomes.
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Date Issued: 2023

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Challenges and Opportunities of Preserving African Indigenous Knowledge Using Digital Technologies: The Case of Bogwera

- Aiseng, Kealeboga

Authors: Aiseng, Kealeboga
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , book chapter
Identifier: http://hdl.handle.net/10962/455424 , vital:75429 , ISBN 9781668470244 , DOI: 10.4018/978-1-6684-7024-4.ch007
Description: Most indigenous knowledge systems, practices, and values disappear due to the influence of technology, human migrations, climate change, globalization, death, memory loss, and civilization. Therefore, indigenous knowledge systems will disappear if they are no longer used. This is because many traditional practices and activities within indigenous knowledge systems that have been used are essential coping and living strategies and are now in danger of disappearing. The chapter investigates how social web technologies, social media platforms, and online video tools can digitize, share, and preserve indigenous knowledge for the current generations that need to be more knowledgeable about these systems and future generations. With the example of bogwera, the chapter studies the role that digital technologies can play in protecting and preserving indigenous knowledge systems in the Taung community in North West, South Africa.
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Date Issued: 2023

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Check for updates Assessing the Impact of DNS Configuration

- Okuthe, J A, Terzoli, Alfredo

Authors: Okuthe, J A , Terzoli, Alfredo
Date: 2023
Subjects: To be catalogued
Language: English
Type: text , article
Identifier: http://hdl.handle.net/10962/430917 , vital:72727 , https://doi.org/10.1007/978-3-031-34896-9
Description: Domain name system (DNS) is an essential enabler for connecting us-ers and services on the Internet. DNS translates human readable do-main names into IP addresses and precedes client connection to a server via a domain name. DNS service is therefore expected to con-sume network bandwidth even though it offers no direct benefit to the user. Having observed the large component of DNS traffic on the com-munity network local loop in our previous study, we migrated the DNS service from a server on the LAN to the gateway router and reconfig-ured the cache time-to-live. Results from the analysis of network traffic captured from the gateway router interface show a 26% decrease in the downlink bandwidth utilization and 46% decline in the uplink bandwidth utilization. The DNS component of the local loop traffic reduces from 45.28% to 4.11%. On the other hand, the Web component of the local loop traffic increases from 49.42% to 95.49%. Data collected from a mirroring port on the LAN switch indicate a decrease in the DNS portion of the internal traffic from 0.38% to 0.18%. Although the DNS reconfigu-ration helps alleviate network bandwidth constraints and reduces DNS component of the traffic, the Web portion increases. The implementa-tion of effective, efficient and sustainable Web traffic management is therefore required.
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Date Issued: 2023

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