Browsing Institute of Computing and Informatics (ICI) by Title
Now showing items 18-34 of 34
-
Machine Learning Application in Solid Waste Management
(The International Journal of Engineering and Science (IJES), 2022)In this paper, we present a comprehensive review of research dedicated to applications of machine learning in Solid waste management. The works analyzed were categorized in classes of three generic categories; namely, prediction ... -
Machine Learning Software Architecture and Model Workflow. A Case of Django REST Framework
(American Journal of Applied Sciences, 2021-06-04)The purpose of this study was to find out the challenges facing Machine Learning (ML) software development and create a design architecture and a workflow for successful deployment. Despite the promise in ML technology, ... -
A model for evaluating e-learning systems quality in higher education in developing countries
(International Journal of Education and Development using Information and Communication Technology (IJEDICT), 2017-08-30)The rapid growth of Information and Communication Technology (ICT) has brought about significant changes in the practice of e-learning globally. In recent years, there has been an increasing adoption of Learning Management ... -
A Model for Mapping Graduates’ Skills to Industry Roles
(Multidisciplinary Journal of Technical University of Mombasa, 2023-01)This paper presents a machine learning architecture of a hierarchical model for mapping skills to industry roles. Currently, researchers have been approaching the problem of selecting industry roles for potential employees ... -
Modeling a Competence-based Industry Role Selection System for University Graduates Using Machine Learning
(Multidisciplinary Journal of Technical University of Mombasa, 2020-11)This paper presents a design of a system for industry role selection, representing both its structure and behavior. Knowing the right industry role that suits a graduate based on their competences on graduation has remained ... -
Online Competency Based Education Framework using Moodle LMS: A Case of HEIs in Kenya
(International Journal of Education and Development using Information and Communication Technology (IJEDICT), 2021,, 2021)The purpose of this study was to develop a Framework that can be used to implement an online Competency-based education (CBE) program using a Learning Management system such as Moodle. CBE refers to a system of instruction, ... -
Particle Swarm Algorithm for Improved Handling of the Mirrored Traveling Tournament Problem
(2021-08)In this study, we used a particle swarm optimization (PSO) algorithm to address a variation of the non-deterministic polynomial-time NP-hard traveling tournament problem, which determines the optimal schedule for a double ... -
Proposed Model for Predictive Mapping Graduates' Skills to Industry Roles using Machine Learning Techniques
(The International Journal Of Engineering And Science (IJES), 2016-04)The main focus in training evaluation is not only to determine whether training objectives were achieved but also how to improve evaluation so as to enhance both employability of graduates and performance in the job. This ... -
A SITUATIONAL METHOD FOR HEALTHCARE BUSINESS PROCESS IMPROVEMENT
(International Journal of Research in Engineering and Technology, 2018)Healthcare business processes are complex due to the many decisions and procedures captured, are highly dynamic, increasingly multidisciplinary and ad hoc which makes it difficult to achieve any meaningful improvement ... -
SMS Enhanced Justice: Towards Efficiency and Convenience in Court Cases
(University of Nairobi, 2017)We seek to bring convenience and efficiency in the process of accessing justice through the courts of law. A lot of time and money is wasted when litigants travel long distances to visit court registries, in order to ... -
Status of e-Learning Quality in Kenya: Case of Jomo Kenyatta University of Agriculture and Technology Postgraduate Students
(International Review of Research in Open and Distributed Learning, 2018-02)There is a substantial increase in the use of learning management systems (LMSs) to support e-learning in higher education institutions, particularly in developing countries. This has been done with some measures of success ... -
Students Selection for University Course Admission at the Joint Admissions Board (Kenya) Using Trained Neural Networks
(2011-01)Every year, the Joint Admission Board (JAB) is tasked to determine those students who are expected to join various Kenyan public universities under the government sponsorship scheme. This exercise is usually extensive ... -
Tackling Data Related Challenges in Healthcare Process Mining using Visual Analytics
(IJCAT, 2018)Data-science approaches such as Visual analytics tend to be process blind whereas process-science approaches such as process mining tend to be model-driven without considering the "evidence" hidden in the data. Use of ... -
Trends towards Predictive Mapping of Graduates’ Skills to Industry Roles
(British Journal of Education, Society & Behavioural Science, 2016-01)Aim: To investigate whether industry roles in the same occupation have similar academic requirements and establish learning trends in the academia towards occupational industry roles. Design of Study: Descriptive survey ... -
Uncharted Academic Waters: A Case for mUtilities (Energy, Water and Sanitation)
(2018-11)This paper aims to explore the academic literature in Information and Communication Technology for Development (ICT4D). It seeks to find out how Information and Communication Technology (ICT) and mobile ... -
Validated Conceptual Model for Predictive Mapping of Graduates' Skills to Industry Roles Using Machine Learning Techniques
(International Journal of Computer Science Trends and Technology (IJCST), 2022-08)This paper presents a validated conceptual model for evaluating graduates using machine learning techniques by mapping their problem solving skills to industry jobs’ competence requirements. This is because, for college ... -
What Theory of Change Can Contribute to Capability Approach: Towards Evaluating ICT-Enabled Interventions
(2018 IST-Africa Week Conference (IST-Africa), 2018)Sen’s Capability Approach (CA) has emerged as holistic lenses for theorising development within Information and Communication Technology for Development (ICT4D) discourses. There is ongoing research on ...