IST-Africa 2023 Conference

31 May - 02 June 2023, Tshwane, South Africa

Conference Repository

IST-Africa Paper Repository

Over 25,000 IST-Africa Community Members already enjoy access to over 2,000 high quality research and innovation papers published in IST-Africa Conference Proceedings since 2006. All papers were selected through a robust double blind peer review process by subject matter experts, addressing a range of thematic areas relevant to Africa grouped by Thematic Area.

Currently all papers are grouped by Thematic Area, Year of Publication and Paper Type, and can be searched by Paper Title and Author Name. All papers are published in pdf format. If you do not already have Acrobat Reader installed on your machine, please click here to download.

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Please note that the IST-Africa Conference Proceedings are provided for individual use only. Each author retains the copyright in relation to their individual paper. Therefore no paper or part thereof may be reproduced without the written permission of the appropriate author(s).

Neither the Conference Proceedings (or individual papers) are to be included in any public or institutional repository, without prior written permission from the Publishers (IST-Africa Institute, IIMC).

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Title

2026

108

The Security Risks of Keyless Car Entry Systems: A Qualitative Study on South African Drivers

Presenter:	Emil Reuben Murray, Independent Institute of Education, Emeris, Westville, South Africa
Authors:	Emil Namaan Reuben Murray, Independent Institute of Education, Emeris, South Africa Victor Faniran, Independent Institute of Education, Emeris, South Africa
Cyber Security, Case Study

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

105

SANReN Connect Proof of Concept – Keeping the Research Community Connected

Presenter:	Kasandra Pillay, CSIR, South Africa
Authors:	Kasandra Pillay, Council for Scientific and Industrial Research, South Africa
Technology Enhanced Learning, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

104

Administering Weather Index Crop Insurance for Low-Income Farmers using Blockchain Technology and Internet-of-Things Sensors

Presenter:	Tatenda Muvhu, University of Cape Town, South Africa
Authors:	Tatenda Muvhu, School of Economics, University of Cape Town, South Africa Julian Kanjere, School of Economics, University of Cape Town
eAgriculture and Environmental Sustainability, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

101

Smart Water Monitoring and Management: A Bibliometric Analysis of Global Research Trends

Presenter:	Sizwe Ximba, Durban University of Technology , South Africa
Authors:	Sizwe Ximba, Durban University of Technology, South Africa Timothy Speckman, Durban University of Technology, South Africa Olive Stumke, Durban University of Technology, South Africa
eAgriculture and Environmental Sustainability, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

98

Nice Intelligent Network Assistant (NINA): A Multi-Lingual Chatbot API for Subscription and Order Services Using REST and GraphQL

Presenter:	Tinashe Crispen Garidzira, Walter Sisulu University, South Africa
Authors:	Tinashe Crispen Garidzira, University of Fort Hare, South Africa Courage Matobobo, Walter Sisulu University, South Africa
Next Generation Computing, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

97

Affordances of Automated Testing Tools and their Effects on Software Testing Professionals

Presenter:	Ishmael Chikoo, University of Cape Town - IS Department, South Africa
Authors:	Ishmael Chikoo, University of Cape Town, South Africa Irwin Brown, University of Cape Town, South Africa Elizabeth Chikoo, University of Cape Town, South Africa
Next Generation Computing, Case Study

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

96

Cybersecurity Preparedness in South African Local Governments

Presenter:	Kudzayi Chegovo, University of Cape Town, South Africa
Authors:	Kudzayi Chegovo, University of Cape Town, South Africa Salah Kabanda, University of Cape Town, South Africa
Cyber Security, Case Study

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

95

A Framework for Cybersecurity Education and Certification in Africa, An OER-Enabled Postgraduate Framework

Presenter:	Nonkululeko Ntshele, University of Pretoria, South Africa
Authors:	Nonkululeko Ntshele, University of Pretoria, South Africa Jan Eloff, University of Pretoria, South Africa
Cyber Security, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

92

A Zero-Trust Framework for Continuous Authentication of BYOD

Presenter:	Michael Mathebula, North-West University, South Africa
Authors:	Michael Mathebula, North-West University, South Africa Marijke Coetzee, North-West University, South Africa
Cyber Security, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

88

Open Innovation as a Catalyst for Grassroots Entrepreneurship: Insights from Collaborative Digital Platforms in Nigeria

Presenter:	Nankyer Sarah Joseph, American University of Nigeria, Nigeria
Authors:	Nankyer Sarah Joseph, American University of Nigeria, Nigeria Mohammed Nasiru Yakubu, Arden University, United Kingdom
ICT-enabled Entrepreneurship, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

87

Intelligent Credit Monitoring: An AI-Powered Credit Monitoring Approach for Real-Time Risk Assessment in African Development Finance Institutions

Presenter:	Olusola Salami, University of South Africa, Nigeria
Authors:	Olusola Salami, University Of South Africa, South Africa Seenee Permal, University of Northampton, United Kingdom Olusoji Akinrinade, Tshwane University of Technology, South Africa
Next Generation Computing, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

86

Empowering Local Innovation through Community-Driven Digital Hubs: Lessons from the NEST Dormitory Model

Presenter:	Geraldine Light, Walden University, United States
Authors:	Gerri Light, Equitorial Learning Systems Project, United States Robert Hansen, Humanity for Children, United States Augustino Marcel, Loiborsiret Secondary School, Tanzania Nestory Vunja, Loiborsiret Secondary School, Tanzania Kelvin Bura, Humanity for Children, Tanzania
Technology Enhanced Learning, Case Study

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

82

A Lightweight Cryptography Framework for Secure mAgriculture: Securing IoT Endpoints for a Blockchain-based Traceability System in Ghana

Presenter:	Joseph Kojo Asampanbilla, Ghana Communication Technology University, Ghana
Authors:	Joseph Kojo Asampanbilla, Ghana Communication Technology University, Ghana Patrick Kudjo, Ghana Communication Technology University, Ghana Forgor Lempogo, Ghana Communication Technology University, Ghana William Leslie Brown-Acquaye , Ghana Communication Technology University, Ghana
eAgriculture and Environmental Sustainability, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

81

Overcoming Barriers to Technology Adoption Among Immigrant Entrepreneurs in the Informal Economy

Presenter:	Carolien van den Berg, University of the Western Cape, South Africa
Authors:	Sharon Kenmoe Fokou, University of the Western Cape, South Africa Carolien van den Berg, University of the Western Cape, South Africa
ICT-enabled Entrepreneurship, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

78

University-Industry Collaboration Typology: A Systematic Literature Review

Presenter:	Meriam Kakuwaezi, University of Cape Town, South Africa
Authors:	Meriam Kakuwaezi, University of Cape Town, South Africa Gwamaka Mwalemba, University of Cape Town, South Africa
Technology Enhanced Learning, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

76

A Framework for Digital Transformation of SMEs in South Africa (DTF4SMEs)

Presenter:	Jeetesh Seecharan, UNISA, South Africa
Authors:	Jeetesh Seecharan, UNISA, South Africa Ronell Van Der Merwe, UNISA, South Africa
ICT-enabled Entrepreneurship, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

75

A Comparison of OpenAI’s GPT-3.5-turbo, GPT-4-turbo, and GPT-4o when Communicating in Shona in an Educational Environment

Presenter:	Laurie Butgereit, Nelson Mandela University, South Africa
Authors:	Laurie Butgereit, Nelson Mandela University, South Africa Helper Zhou, University of KwaZulu Natal, South Africa Godknows Zhou, Women's University in Africa, Zimbabwe
Technology Enhanced Learning, Case Study

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

71

A Comprehensive Analysis of Identity Theft: Definitions, Types, and Impacts

Presenter:	Cynthia Sthembile Ntshangase, CSIR, South Africa
Authors:	Cynthia Sthembile Ntshangase, CSIR, South Africa Adriana Steyn, University of Pretoria, South Africa
Cyber Security, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

67

Transforming Classroom Management Through Learning Management Systems in African Higher Education: Evidence from Botswana

Presenter:	Clifford Lekopanye, Botho University, Botswana
Authors:	Clifford Lekopanye, Botho University, Botswana Kutlwano Sedimo, Botho University, Botswana Thulaganyo Dimakatso, Botho University, Botswana
Technology Enhanced Learning, Case Study

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

64

Local Social Structures as Enablers and Barriers for AI Enabled Medical Drone Delivery: Early Evidence from a Developing Economy

Presenter:	Evode Ndayishimiye, University of Cape Town, South Africa
Authors:	Evode Ndayishimiye, University of Cape Town, South Africa Walter Uys, University of Cape Town, South Africa Edda Weimann, University of Cape Town, South Africa
eHealth, Case Study

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

62

Integrating Emerging Technologies in Computing Curricula: Industry-Academia Collaboration Models

Presenter:	Kwanele Mgadleni, University of Cape Town, South Africa
Authors:	Kwanele Mgadleni, University of Cape Town, South Africa Gwamaka Mwalemba, University of Cape Town, South Africa
Technology Enhanced Learning, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

60

Building SME Resilience through Business Analytics: A Dynamic Capabilities Perspective

Presenter:	Kakale Ndwapi, University of Pretoria, South Africa
Authors:	Kakale Ndwapi, University of Pretoria, South Africa Adriana Aletta Steyn, University of Pretoria, South Africa
ICT-enabled Entrepreneurship, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

59

Student Perspectives on Responsible AI and Academic Integrity in Higher Education

Presenter:	Anthony Maina, Dedan Kimathi University of Technology, Kenya
Authors:	Anthony Maina, Dedan Kimathi University of Technology, Kenya Ann Kibui, Dedan Kimathi University of Technology, Kenya
Technology Enhanced Learning, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

57

A Zero-Trust Architecture for Public Service Delivery: Securing Cross-Agency Data Sharing in Ghana's eGovernment Framework

Presenter:	Forgor Lempogo, Ghana Communication Technology University, Ghana
Authors:	Joseph Kojo Asampanbilla, Ghana Communication Technology University, Ghana Forgor Lempogo, Ghana Communication Technology University, Ghana Wellington Amponsah, Ghana Communication Technology University, Ghana William Leslie Brown-Acquaye , Ghana Communication Technology University, Ghana Bright Boateng Obeng, Ghana Communication Technology University, Ghana Eric Anloga, Ghana Communication Technology University, Ghana
eGovernment, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

56

AI Reliability: A GPU - Native Framework for Real-Time Spectral Telemetry and Anomaly Sequencing in Data Centers and Beyond

Presenter:	Amos Njeru, Robotics Reliability Research lab, Kenya
Authors:	Amos Njeru, Robotics Reliability Research Lab, Kenya Casam Njagi, Chuka University, Kenya Ruth Wario, University of the Free State, South Africa Rosa Njagi, Grand Canyon University, United States
Next Generation Computing, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

54

Explainable AI Enhanced Deep Learning for Tomato Disease Classification using Resnet-50 and Mobilenetv2

Presenter:	Abrhaley Gebreslassie Gebremariam, Adigrat University, Ethiopia
Authors:	Abrhaley Gebreslassie Gebremariam, Adigrat University, Ethiopia Guesh Dagnew Demewez, Mekelle University, Ethiopia
eAgriculture and Environmental Sustainability, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

51

Large Scale Actualisation of Post-Quantum Cryptography Migration

Presenter:	Giulio Di Clemente, Namirial S.p.A., Italy
Authors:	Paolo Campegiani, Namirial S.p.A., Italy Giulio Di Clemente, Namirial S.p.A., Italy Rodrigo Lopez Gonzalez, Namirial S.p.A., Spain Salvatore Migliaccio, Namirial S.p.A., Italy Samuele Pignoli, Namirial S.p.A., Italy Massimo Ramaccia, Namirial S.p.A., Italy
Cyber Security, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

50

A Model for Teaching Responsible Computing through Animations

Presenter:	Malanga Kennedy Ndenga, Karatina University, Kenya
Authors:	Malanga Kennedy Ndenga, Karatina University, Kenya Mageto Victor Mokaya, Kirinyaga University, Kenya
Technology Enhanced Learning, Case Study

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

47

A Framework for Dynamic Cybersecurity Awareness (DCA) in Digital Economies

Presenter:	Washington Omollo, University of KwaZulu-Natal, South Africa
Authors:	Washington Omollo, University of Kwa-Zulu Natal, South Africa Manoj Maharaj, University of Kwa-Zulu Natal, South Africa
Cyber Security, Case Study

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

41

A Bibliometric Analysis of Student Academic Performance Prediction Using Data Mining in Education Research

Presenter:	Nwabisa Prudence Ledidi, Central University of Technology FS, South Africa
Authors:	Nwabisa Ledidi, Central University of Technology, South Africa Muthoni Masinde, Central University of Technology, South Africa Paulina Phoobane, Walter Sisulu University, South Africa
Technology Enhanced Learning, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

35

Why African Universities Should Prioritize Open-Source Large Language Models: Evidence from Computing Career Guidance Across Ten Countries

Presenter:	Precious Eze, Florida International University, United States
Authors:	Precious Eze, Florida International University, United States Daniel Adeniranye, Florida International University, United States
Technology Enhanced Learning, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

34

Exploring the Knowledge-Base and Institutional Integration of the Twin Transition in Higher Education: A Sub-Saharan African Perspective

Presenter:	Abeeku Sam Edu, University of Ghana, Ghana
Authors:	Samuel Atarah, University of Ghana, Ghana Abeeku Edu, University of Ghana, Ghana Acheampong Owusu, University of Ghana, Ghana Emmanuel Awuni Kolog, University of Ghana, Ghana Victoria Oklu, University of Ghana, Ghana Richard Agjei, University of Education, Winneba, Ghana Bright Ankudze, University of Education, Winneba, Ghana Ruby Hanson, University of Education, Winneba, Ghana Charles K. Assuah, University of Education, Winneba, Ghana Elock Emvula Shikalepo, International University of Management , Namibia Silohenda Hileni Amuthenu Amuthenu, International University of Management , Namibia Timoteus Ashipala Sheepo, International University of Management , Namibia Sioni Iikela, International University of Management , Namibia Alpha Ndeunyema, International University of Management , Namibia Tomas Shivolo, International University of Management , Namibia Natasa Urbancikova, Technical University of Košice, Slovak Republic Oto Hudec, Technical University of Košice, Slovak Republic Altti Lagstedt, Haaga-Helia University of Applied Sciences, Finland Siirilä Jani, Haaga-Helia University of Applied Sciences, Finland
Technology Enhanced Learning, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

30

Systematic Literature Review on Blockchain Adoption in Global South

Presenter:	Rethabile Modise, University of Cape Town , South Africa
Authors:	Rethabile Modise, University of Cape Town, South Africa Salah Kabanda, University of Cape Town, South Africa
Next Generation Computing, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

29

Correlation of Remote Sensing Data for Assessing Carbon Credits under Climate Change in the Okavango Countries

Presenter:	Isau Alfredo Bernardo Quissindo, Faculty of Agrarian Science - University José Eduardo dos Santos (UJES), Huambo, Angola, Angola
Authors:	Isaú Quissindo, Universidade José Eduardo dos Santos, Angola
eAgriculture and Environmental Sustainability, Case Study

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

26

AI-Powered Mental Health Chatbots in Africa: A Systematic Review and Culturally Adaptive Framework

Presenter:	Matshepo Lebese, University of Cape Town, South Africa
Authors:	Matshepo Lebese, University of Cape Town, South Africa Pitso Tsibolane, University of Cape Town, South Africa
eHealth, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

18

Capacity Building in STEMS through IoT

Presenter:	Alfredo M. Ronchi, Politecnico di Milano, Italy
Authors:	Alfredo Ronchi, Politecnico di Milano, Italy
Technology Enhanced Learning, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

16

Optimising Knowledge Sharing through Communication in South-African Hybrid Agile Software Development Teams

Presenter:	Papama Mtambeka, University of Cape Town, South Africa
Authors:	Maureen Tanner, University of Cape Town, South Africa Joel Ganesan, University of Cape Town, South Africa Papama Mtambeka, University of Cape Town, South Africa
Next Generation Computing, Issue

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

13

Developing an AI-Driven System for Enhancing Know your Customer (KYC) for Microlenders

Presenter:	Fredy Embashu, Namibia University of Science and Technology, Namibia
Authors:	Fredy Embashu, Namibia University of Science and Technology, Namibia Suama Hamunyela, Namibia University of Science and Technology, Namibia Ambrose Azeta, Namibia University of Science and Technology, Namibia
Next Generation Computing, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

2026

9

Machine Learning Grade Prediction Using Students’ Grades and Demographics

Presenter:	Mwayi Sonkhanani, Malawi University of Science and Technology, Malawi
Authors:	Mwayi Sonkhanani, Malawi University of Science and technology, Malawi Symon Chibaya, Malawi University of Science and technology, Malawi Clement Nyirenda , University of the Western Cape, South Africa
Technology Enhanced Learning, Application

Published in: IST-Africa 2026 Conference Proceedings, Miriam Cunningham and Paul Cunningham (Eds), IST-Africa Institute and IIMC, 2026, ISSN: 2576-8581, ISBN: 978-1-905824-76-2

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