Department of Computer Science
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Item The Impact Of Policy Changes In The Education Sector On The Development Of The Book Publishing Industry In Kenya(Unisa Press, 2009) Mbengei, Bernard; Francis, GallowayThis article explores the impact of policy changes in the education sector on the de-velopment of the book publishing sector in Kenya. The article begins by detailing the current status of the book publishing sector in Kenya. Then the interdependence between the education and book publishing sectors is highlighted. The government policies that have shaped the education system in Kenya are analysed with a view to establishing how they have affected the book publishing sector. An overview of the new school textbook policy that was introduced in 1998 is presented in order to show how it has influenced the textbook production and procurement. Then the introduction of the Free-Primary Education (FPE) is discussed because it is the most recent development in the education sector that has provided tremendous impetus to the development of the book publishing industry in the country. The challenges encountered by the Government of Kenya in implementing the FPE and those faced by the book publishers in producing books for the school market are analysed. Finally, a way forward is proposed in the form of recommendations that can contribute to positive growth and mainstreaming of the school textbook publishing sub-sector in Kenya. A literature review approach isused in which sources that include newspapers, government and institutional websites, journals, books and dissertations have been consulted.Item Students Selection for University Course Admission at the Joint Admissions Board (Kenya) Using Trained Neural Networks(2011) Wabwoba, Franklin; Mwakondo, Fullgence M.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 because of the large number of qualified students compared to the very limited number of slots at various institutions and the shortage of funding from the government. Further, this is made complex by the fact that the selections are done against a predefined cluster subjects vis a vis the student’s preferred and applied for academic courses. Minimum requirements exist for each course and only students having the prescribed grades in specific subjects are eligible to join that course. Due to this, students are often admitted to courses they consider irrelevant to their career prospects and not their preferred choices. This process is tiresome, costly, and prone to bias, errors, or favour, leading to disadvantaging innocent students. This paper examines the potential use of artificial neural networks at the JAB for the process of selecting students for university courses. Based on the fact that Artificial Neural Networks (ANNs) have been tested and used in classification, the paper explains how a trained neural network can be used to perform the students’ placement effectively and efficiently. JAB will be able, therefore, to undertake the students’ placement thoroughly and be able to accomplish it with minimal wastage of time and resources respectively without having to utilise unnecessary effort. The paper outlines how the various metrics can be coded and used as input to the ANNs. Ultimately, the paper underscores the various merits that would accompany the adoption of this technique. By making use of neural networks in the university career choices, student placement at JAB will enhance the chances of students being placed into courses they prefer as part of their career choice. This is likely to motivate the students, making them work harder and leading to improved performance and improved completion rate. The ANN application may also reduce the cost spend on the application processing and the time the applicants have to wait for the outcome. The ANN application could further increase the chances of high quality applicants getting admission to career courses for which they qualify.Item Classifying Program Visualization Tools to Facilitate Informed Choices: Teaching and Learning Computer Programming(2012) Mutua, Stephen; Wabwoba, Franklin; Ogao, Patrick; Anselmo, Peter; Abenga, Elizabeth1Program Visualization (PV) is a technique that has been found useful in teaching computing programming. This has seen proliferation in development of PV tools with an aim of enhancing teaching/learning programming over the last two decades. However, the tools usage has remained minimal. Perhaps because it becomes challenging to ascertain the appropriate tool for the right task. This paper presents a classification of program visualization tools with the focus of aiding teachers and students in choosing the most appropriate tool for an interesting experience in the classroom. The paper is based on six various PV tools evaluated over a period of two consecutive academic years in a Kenyan public University. The classification augments the Price’s taxonomy of software visualization arm of PV by presenting four basic levels which are further subdivided into lower levels. Index Terms– Classification, Pedagogy, Program Visualization and TaxonomyItem Virtual reality in education trends and issues(2013-01-01) Omieno, Kelvin K.; Wabwoba, Franklin; Matoke, Nahasoncommon form of education in institutions of higher learning (IHL). Many IHL in developing nations, such as Kenya, have greatly experienced an increase in demand for higher education. On the other hand, the ability to connect people with required sets of skills, regardless of their location in the world has been enabled by advances in information technology over the past 20 years. Use of virtual learning systems (VLS) has rapidly emerged as a very promising technology that will probably match the innovation of technologies such as multimedia/hypermedia. These VLS have the potential to provide opportunities for active, flexible, and increasingly individualized learning experiences. It also explains virtual reality principle, describes the interactive educational environment, highlights the challenges higher education face in the traditional mode of delivery and discusses educational benefits of implementing virtual learning environments in IHL. The paper makes a number of recommendations for successful adoption of VLS in higher educationItem Distance librarianship in Kenyan universities(Regional Institute of Information and Knowledge Management, 2015) Murumba, Joan WakasaRationale of study – Many institutions of higher learning in Kenya are now delivering their programmes through distance learning and the library is providing support by offering information resources and services to students who are off campus. This research sought to establish the effectiveness of libraries in providing information resources and services to open and distance learners (ODLs).Item The Impact of Information Management Practices on the performance of County Governments in Central Kenya: A Case of Nyeri County(2016-04) Ngirigacha, Esther Wairimu; Kwanya, TomInformation management is critical in influencing an organisation’s ability to sustain a long-term competitive advantage. This chapter, resulting from a research study, examines the impact of information management practices on the performance of county governments in Central Kenya using the Nyeri County government as a case study. The study specifically sought to determine the information management practices used by the Nyeri County government; and establish the effectiveness of these information management practices in supporting government activities. The study was designed as a survey and targeted 82 management and administrative county staff in the six sub-county offices of Nyeri County (in Tetu, Kieni, Mathira, Othaya, Mukurweini, and Nyeri Town) and the Nyeri County governor. The study adopted census sampling design due to the small number of the potential respondents and also because this method was bound to enhance the reliability of the findings. The choice of a census design maximised the confidence level while at the same time greatly reduced the margin of error. Questionnaires and interview schedules were used as the main data collection instruments. The study found out that effective use of information management practices has enabled the Nyeri County government to be more responsive and consistent in service delivery as well and projected an image of good faith in a bid to audit and improve governance. These practices were effective mainly because they improved service delivery in the county office, and maintained convenient, secure and efficient storage and retrieval of county government information in the county government offices. The findings of this study may be used by the governors as the base upon which to review the county accountability and transparency principles and practices.Item Enhancing Organisational Performance in Kenyan Universities Through Effective Tacit Knowledge Management(2016-04) Murumba, Joan Wakasa; Kwanya, TomKnowledge is an important asset and tacit knowledge is located in the minds of people. To succeed, organisations have to make the best use of their knowledge assets. This can be achieved through diverse initiatives such as mentorship programmes, team learning and development, communities of practice, development of knowledge sharing platforms, storytelling and enhanced channels of communication. Universities, just like all the other organisations must strategically respond to the current developments in the knowledge society and specifically in the management of tacit knowledge assets. This chapter reviews literature on tacit knowledge management to unravel how universities in Kenya manage and utilise their tacit knowledge to improve organisational performance, as well as the challenges they face in this process. The authors propose a tacit knowledge management framework for consideration by universities in Kenya and beyond. The authors reviewed literature on tacit knowledge management in relation to universities in Kenya. They specifically analysed documents on the strategies for managing tacit knowledge as well as the challenges hampering their effectiveness. Well defined organisational strategies, good leadership, knowledge sharing culture, mentorship, communities of practice and customised technology are seen to be catalysts of tacit knowledge management. While, the lack of incentives and rewards, insufficient mentorship programmes and lack of recognition of human capital inhibit tacit knowledge exploitation which negatively influences organisational performance. The authors established critical contributions of tacit knowledge management on organisational performance. These findings may be used to support relevant policy development in academic institutions. Universities may also benefit by implementing or adapting the proposed tacit knowledge management framework.Item Technological Preferences, Levels of Utilization and Attitude of Students Towards Mobile Learning Technologies in Chartered Universities, Kenya(Australian International Academic Centre, 2017-10) Mugo, David Gitumu; Njagi, Kageni; Chemwei, BernardThe affordances of mobile technologies are being felt in many sectors of world’s economy including university education. By solving the limitations of fixed instructional technologies, mobile technologies have received ready acceptance in the education place. The purpose of the study was to investigate the student technological preferences, their levels of utilization as well as attitudes toward mobile technologies. The target population was 30,752 third year undergraduate students in Kenyan Universities. The participants (n = 375) were selected by systematic random sampling. They provided data using self-fill questionnaires. Results indicated that the smartphone was the most popular mobile device; Tecno was the most preferred handset brand; and Android was the most popular operating system. Safaricom was the dominant service provider amongst the student population. Regarding the levels of utilization of mobile technologies by students, it was concluded that though students use their mobile devices sufficiently, the use of the devices for accessing teaching and learning content was considerably low. On the attitude of students towards mobile technologies, it was observed that a sizeable number of students preferred to use the technologies over other existing instructional technologies. The findings of this study will be useful to instructional technologists, education policy makers, mobile handset manufacturers, mobile service providers and university managers as they partner to roll out digital learning infrastructure for Kenyan tertiary education.Item A Critical Evaluation of the Environmental Effects of the Existing E-Waste Management Practices in Kenya(2019) Simiyu, Peter Wamalwa; Wabwoba, Franklin; Ronoh, RichardInformation Communication Technology (ICT) gadgets and other electronics are extensively being used in the health, industries, education, homes, communication and trade sectors. With the expected introduction of use of laptops in primary schools in Kenya, the use of these electronics is expected to drastically increase, thus, leading to an increase in electronic waste. Although e-waste has parts and components of value, they contain many toxic components, which prompt a potential need of this research to assess the contents, qualities and impact of e-waste material. The purpose of this paper is to evaluate the environmental implications of the existing e-waste management practices. The study adopted survey research design. The sample population included 18 policy officers in County Government of Bungoma, 28 electronic shop repairs, and 61 institutions and collectors of e-waste material. The study is expected to provide guideline on Green ICT practices and e-waste management as a platform for evaluation, policy enforcement, guidelines and further research on electronic waste management.Item A Framework for Effective Information Security Risk Management: In Kenyan Public Universities(LAP LAMBERT Academic Publishing, 2020) Njoroge, Patrick Macharia; Ogalo, James; Ratemo, Cyprian MakiyaWith the universities increasingly depending on information and communication technology to execute their core operations and functionalities, their exposure to growing cyber threats is inevitable and hence unprecedented security risks. With the security risks reportedly growing day by day many universities are reported to be unable to effectively respond to or guard against them. The study objectively sought to determine the security requirements which were important for asset protection in the Kenyan public universities, establish currently implemented security practices, identify vulnerabilities and threats to assets, establish the risk control measures, and develop an effective information security risk management framework for Kenyan public universities. The target population was Kenyan public chartered universities, which were clustered into two, and simple random and purposive sampling techniques were employed for sample selection. The questionnaires were administered to the information and communication technology professionals in the universities. The results indicated that accountability and authenticity were established as strong and important security requirements to incorporate in universities security risk evaluations, with mean values of 4.62 and 4.85 respectively out of the possible value of 5 and they had high factor loading into the extracted component of 0.951 and 0.908 respectively. Further, the universities were aware of the risks they were facing, which should have informed their protection strategies and their risk mitigation plans. However, there was notable deficiency in implementation of controls, which would match the identified risks and therefore, the adoption of the proposed framework would assist universities address the deficiencies identified and reduce if not eliminate the susceptibility to the information security risks.Item Integration of Mobile Intelligent Tutoring Systems in Teaching Mathematics(IRJET, 2020-07) Ratemo, Makiya CyprianMathematics plays a critical role in driving economies and scientific transformation of any society. However, students' poor performance over the years in secondary schools’ national examinations remains a major concern to all the stakeholders. The poor performance has been attributed to high influx of students due to free secondary school programme posing a challenge of inadequate one-on-one tutoring leading to attitude issue. The proposed Mobile Intelligent Tutoring Systems (M-ITS) have the potential to deliver cheap and one-to-one support to students outside the traditional classrooms and computer laboratory settings. The use of mobile devices can be an advantage with most schools with inadequate financial resources to invest in and maintain modern computer laboratories since the cost of acquisition and maintaining light weight mobile devices is lower. In addition, learners can easily carry them between home and school as well as share the mobile tutors between classes in the same school. This paper outlines the use of Mobile Intelligent Tutoring Systems in supporting the Mathematics human tutors in secondary schools and the role that mobile devices can play in disseminating and supporting the knowledge gained by intelligent tutors. The paper reviewed the existing related literature and traditional architecture of ITS. It then proposed an additional model on mood detector to be included in the design of M-ITS. The final part of the paper makes considerations on the development and implementation of Mobile Intelligent Tutoring Systems.Item INFORMATION LITERACY PRACTICES AS A TOOL FOR ACCESSING AND UTILIZING INFORMATION IN SECONDARY SCHOOLS IN KENYA(2021-04-23) Gekara, Moses Mong’are; Namande, Ben Wekalao; Makiya, Cyprian RatemoBackground of the study: Information literacy practices have been recognized as essential educational goals to judge and evaluate student’s aptitude for critical thinking, decision making and problem-solving. Inculcating information literacy skills to students is not only significant to survival but also enables them to know when they need information, how to locate information and how to use information hence success in their studies. However, the state of information literacy practices in secondary schools in Kenya has not been adequately investigated to determine their degree of effectiveness. Objective of the study: Consequently, this study aimed at investigating information literacy practices as a tool for accessing and utilizing information in secondary schools in Kenya. Methodology: The study was based on a pragmatic paradigm where both quantitative and qualitative approaches were adopted. Data was collected from a targeted population which consisted of 288 teachers, 12 school/teacher librarians and 1785 students from 12 sampled schools. Questionnaires were administered to teachers and students while an interview schedule guide was used to gather data from school/teacher librarians. Data was analyzed using descriptive statistics, and presented in form of tables, charts and graphs and verbatim reports. The study was important as it elicited discussions that could be used for purposes of adoption of an information literacy programme in secondary schools. Results and findings: The findings show that some information literacy practices were available in secondary schools but not effectively practiced resulting to students proceeding to institutions of higher learning without adequate information literacy skills. Conclusions and recommendations: The study concludes that information literacy is a prerequisite tool for accessing and using information in secondary schools. Information literacy skills enables students to conduct independent information search, efficiently retrieve information using modern technologies, critically evaluate their findings and effectively apply relevant information into their day to day situations. Therefore, the incorporation of information literacy practices into secondary schools’ curriculum would institutionalize information literacy in secondary schools.Item Information Literacy Competencies in Secondary Schools in Kenya(Stratford, 2021-06-05) Gekara, Moses Mong’are; Namande, Ben Wekalao; Makiya, Cyprian RatemoThe knowledge economy is marked by an increasing need for information skills at all levels including schools, universities, workplace and ordinary life. Therefore, education stakeholders should campaign for the teaching of information literacy skills at all levels of learning since they are life skills. The state of information literacy competencies among secondary school students in Kenya has not been adequately investigated to determine their prowess. Therefore, this study was aimed at assessing information literacy competencies among secondary school students using Nakuru County as a study site. The study was premised on the Big6 Skills information literacy theory. The study was based on a pragmatic paradigm where both quantitative and qualitative approaches were adopted. Simple random sampling was used to draw teacher and student respondents while purposive sampling was used to select school/teacher librarians from the targeted population which comprised of 288 teachers, 1785 students and 12 school/teacher librarians from 12 sampled schools. This resulted to a sample size of 266 teachers, 1189 students and 12 school/teacher librarians. Data was collected using questionnaires and interview guide. Statistical Packages for Social Sciences was used to analyse quantitative data while thematic analysis was used for qualitative data. The findings of the study indicate that most of secondary students in Nakuru County were not information literate. They relied on teachers to help them understand class assignments. The study concludes that teaching information literacy skills to secondary school students may lead to effective and efficient use of school libraries and flourish educational achievements hence turn around the dwindling standards of our educational sector. The study recommends that information professionals should be in the forefront in advocating for the inclusion of information literacy at all levels of education and for the incorporation of information literacy in the secondary schools’ curriculum. It also recommends for teacher-librarian collaboration in planning information literacy issues. Therefore, information literacy should be included in the university curriculum in order to equip graduate teachers with these requisite skills which they will in turn inculcate to secondary school students. Finally, the study recommends for an IL programme to institutionalize information literacy in secondary schools.Item Information System Security Practices and Implementation Issues and Challenges in Public Universities(2021-11-16) Njoroge, Patrick M.; Ogalo, James O.; Ratemo, Cyprian M.The use of information and communication technology has been providing the competitive edge for universities globally while Kenyan universities are not an exception. This has in turn made the universities targets of cyber-attacks and hence exposure to unprecedented security risks. The universities need to implement information security best practices and standards in their technological environments to remain secure and operational. The research sought to investigate the information security practices adopted in Kenyan public universities to protect themselves. Descriptive survey method was employed while the study was based on Operationally Critical Threats, Assets and Vulnerability Evaluation (OCTAVE) framework and other industry security best practices. The study targeted the 31 chartered public universities, whichwere clustered based on their year of establishment. Simple random and purposive sampling methods were utilized to select two target universities per cluster and determine respondents respectively. The study had a response rate of 61%. Analysis of data was done via descriptive statistics while presentation of results was done using tables and Likert scale. The study revealed that universities had implemented information security policies, with 47.6% of respondents somewhat agreeing to that. Funding for security was provided 57.6% somewhat agreeing, though the funding was deemed low by 51% of respondents. Training for security staff was deemed somewhat available (44%) thus below par, while involvement of university management on policies development was at 48% though university management participation in policies review was below average. 38% of respondents somewhat agreed that policies governing use of mobile devices existed.Frequency of user awareness and training was below the average, while48% of respondents somewhat agreed that universities usually share their intelligence reports on threats and responses with other government agencies. 49% of respondents were somewhat in agreement universities had put in place incidence response plans.Application of updates and improvements was below average, though evaluation of effectiveness of controls was average. To remain protected universities management should cause a review of their employed information security practices and address identified gaps through instigation of essential remedial actionsItem A Model for Adoption of Virtual Computing, Bridging With the Critical System Architecture Construct (A Case of Kisii University, Kenya): CCE Virtualization Model(International Journal of Research in Engineering Advanced Sciences and Technology, 2022-10-24) Mogoi, Oganda Bartholomew; Makiya, Cyprian Ratemo; Maina, JaneThis study aimed at developing a model forthe adoption of virtual computing to determine the viability of application delivery in a virtualized computer environment for Kisii University and its environs. In order to achieve this, the study assessedthe roleofsystem architectureon theadoptionofa virtualized application delivery in Kisii University.The study used a descriptive study approach targeting ICT staff at different levels anddepartments. Purposive sampling was used to select participants that are involved in day to day interaction with the ERP System and other computing resources. A survey was carried outon the 43 ICTstaff membersand questionnaires administered to collect information and the data was analysed using descriptive statistics.The analysed data was summarized and the findings were reported. Data was presented in form of tables and graphs. The study revealed that; system architecture playsa key role in the implementation and adoption of Virtual Computing.Therefore, the layer of the virtualizedsystem should be treated as critical and vulnerable as the x86-based system architecture so as to give more attention to implementing security frameworks, stabilization procedures and robust recovery plans. This is becausethis vulnerable and critical system architecture is prone to security flaws, memory leakages and severe instabilities. Therefore,forminga basis for the successful implementation of a virtualized application delivery system. The study recommended that Kisii University administrationshouldhave confidenceinnewtechnologieslikevirtual application delivery for easy application delivery, sharing and data storage.Item Mechanisms Used by Academic Libraries in Kenya to Enhance Webometrics Ranking(2023-04) wamahiga, George M.Libraries essentially provide equal and fair access to information. Thus, they have a significant influence on the Webometrics ranking of universities across the world. Academic libraries affect Webometrics ranking through the generation of scientific publications and other scholarly resources. The purpose of this study was to examine mechanisms used by academic libraries in Kenya to enhance Webometrics ranking and to analyse the extent to which Webometrics ranking mechanisms in place in university libraries in Kenya have been successful. This study adopted a mixed research design. The target population included staff members of the University of Nairobi, Chuka University, and Kirinyaga University. A total of 73 staff members from the library, ICT, and research departments involved in Webometrics ranking were selected purposively. Semi-structured questionnaires were used as the data collection instruments. Quantitative data was analysed descriptively while qualitative data were analysed using content analysis. The study established that mechanisms put in place to enhance the participation of university libraries in Kenya in the Webometrics ranking include improved use and submission of e-resources as well as promotion of high-quality research in the institutions. Webometrics ranking mechanisms currently in place at the university libraries in Kenya have only been moderately successful. The findings of this study may be used by other institutions of higher learning on the mechanisms they can adopt to increase the capacities of their academic libraries so as to improve the contribution of these libraries to Webometrics and consequently to the overall ranking of the individual universities nationally and internationally.Item Faculty and students’ perspectives of online learning during COVID-19 crisis: Constraints and opportunities for Kenyan universities.(2023-04-15) Wekullo, Caroline S.; Kabindio, Brendah; Juma, IddiAt the onset of COVID-19 pandemic, all higher education institutions had to abruptly migrate from face-to-face mode of learning to virtual learning. Students and faculty members were thrown into the process of acquainting themselves with a fully virtual system. How prepared were institutions, faculty members, and students for the abrupt and massive transition to online learning? The study examined the faculty and students’ perspective of online learning during COVID-19 pandemic. Specifically, the study examined the perceptions of faculty and students on the preparedness of higher education institutions for online teaching and learning. The study also determined the perceptions of staff and students towards online education, constraints, and opportunities. A descriptive cross-sectional survey was conducted at a public university in Kenya. A semi-structured interview was conducted on a total sample of 36 respondents; 24 students and 12 faculty members to capture unique, idiosyncratic and whole individual viewpoints. A conventional Content Analysis was done to determine words or concepts within the transcripts. The findings showed that the study institution, faculty members, and students were unprepared for the immediate and massive shift to online teaching and learning and had challenges using virtual technologies for teaching and learning during the lockdown. These challenges ranged from insufficient or lack of internet bandwidth, training, increased teaching and learning workloads to limited time for interactions. Based on the findings, the study suggests significant implications for higher education institution leaders, policymakers, faculty, and students. The study contributes to the existing literature by analyzing the perceptions of faculty and students about the preparedness of institutions, faculty, and students on the abrupt shift to online learning during the COVID-19 pandemic.Item Integrated Financial Management Information System in County Treasuries in Kenya: Empirical Analysis of the Implementation(2023-05) Koech, Charles Cheruiyot; . Ratemo, Makiya Cyprian- The implementation of Integrated Financial Management Systems (IFMIS) in County Treasuries in Kenya was meant to enhance transparency, improve decision-making and financial controls by availing dependable and timely financial information, improve efficiency and controls, enable budgeting and increase government revenue. However, the envisaged full cycle implementation of IFMIS has not been achieved pointing out to the fact that certain factors influence implementation and effective usage of all IFMIS modules. The purpose of the research was to carry out empirical analysis of implementation of IFMIS in County Treasuries in Kenya. Relevant literature was reviewed to determine the gap with existing research and also to find out the theoretical framework that could guide the research. The authors adopted survey methodology and the main instruments of data collection were structured questionnaire, administered through stratified and random sampling, and semi-structured interviews. The study’s sample was 141 respondents (for questionnaire) and 16 for interviews in which 129 questionnaires were returned duly completed representing a response rate of 91.5% while 10 interviews were carried out. The findings established that the number of ICT equipment were not adequate thus hampering effective and efficient delivery of services related to IFMIS. The study further found out that IFMIS uptime was not excellent and network/connectivity was the main contributor to IFMIS down time. The study further found out that software that supported IFMIS was generally appropriate and reliable. Top management support was positive and thus good indication of IFMIS implementation. The existence of policy and Standard Operating Procedures (SOPs) was satisfactory. Training was also found to be necessary if IFMIS implementation was to succeed as it improves understanding and use of the system. Area of specialization, accounting and ICT skills were found to be necessary in IFMIS implementation. The study also found out that County treasuries have qualified staff to oversee effective use, including promotion of IFMIS. The study recommended that more ICT equipment needed to be provided to achieve a ratio of 1:1 between computers and IFMIS users, continuous IFMIS training both to management and IFMIS users, upgrading of IFMIS network and involvement of IFMIS users in training needs analysis. It is hoped that the findings would be used by County Treasuries to improve successful implementation and effective usage of IFMIS.Item Polarized Phase Holograms of High Diffraction Efficiency(2023-05-10) Njoroge, Stephen Maina; Kinyua, Dickson MwendaHolography has a wide application in medicine, optical computers, scanners among others. Conventional studies on analogue holograms have mainly been conducted on image generation, processing and reconstruction. However, these conditions may vary thus affecting hologram quality. Since convection holography uses photosensitive recording interference patterns in holographic material, there is a need to evaluate aberration or how high intensity of light has been reconstructed. In this paper, we analyzed the fundamental parameters such as exposure time and processing chemical composition effect in phase holograms. Optimization of these parameters resulted in phase hologram image of approximately 16% diffraction efficiency at an exposure time of 20 s. Moreover, the influence of objective beam polarization is investigated. The results show that by varying the polarization orientation, diffraction efficiency and fringe visibility are greatly affected. Polarized phase hologram of diffraction efficiency of 21.1% has been achievedItem An Enhanced Data Transmission in Mobile Banking Using LSB-AES Algorithm.(2023-06-03) Okari, Daniel O.; Awuor, Fredrick Mzee; Makiya, Ratemo; Oduor, Collins