Computing & IS
CoCIS to deploy the Smart Bee Monitors in the field in December 2022
Researchers from Makerere University College of Computing and Information Sciences (CoCIS) have designed the Smart bee Monitor ready to conduct its first trials in the field in December 2022. This is the first time the device will be taken out of the laboratory to test how it performs in monitoring bee hives.
The first deployment is going to take place at the university apiary in Namulonge which will act as the study site for this first prototype, while several others will be stationed in different fruit farms and game parks in East Africa to predict the well-being of bees under different environments.
CoCIS researchers in a collaborative project dubbed, “Adaptive Environment Monitoring Network Africa (AdEMNEA)” revealed this new development during the project 2022 first Annual conference held at Kolping Hotel In Kampala on 16th-17th November 2022. The project commencement in 2021.
The Project is funded by NORAD under the NORHED II programme supported for five years with the main emphasis on Southern partners. It builds on past success and results from the WIMEA project which automated weather services funded under the NORHED I framework with several other projects currently funded with NTNU and Makerere as partners.
The partners in the AdEMNEA project are the Norwegian University for Science and Technology as the lead partner and the Southern partners led by Makerere University, the Dar es Salaam Institute of Technology (Tanzania) and the University of Juba (South Sudan). Other partners are the University of Bergen (Norway), the Uganda Meteorological Authority, NaCCRI and NARO. Other partners are the Ministry of Agriculture (MAAIF), The Uganda National Apiary Development Organisation (TUNADO), Research and Education Network for Uganda (RENU) and Fruit / Bee farmers (Nwoya fruit growers cooperative society and Green Zabu Farm).
At Makerere University the project is being led by Dr. Julianne Sansa-Otim with staff from the College of Engineering Design and Art (CEDAT) and the College of Veterinary Medicine Animal Resources and Biosecurity (CoVAB).
Speaking during the annual conference, the Principal Investigator Makerere University Dr. Julianne Sansa-Otim said, they are rolling out an adaptive resilient network infrastructure connectivity where data gathering instruments in the field can send their data through the internet.
“We are building this network and we want to contribute to protecting bees and building instruments that will gather data about bees and fruit flies. We are putting in place the smart bee monitor and have designed the first generation that it can gather the data that can help insect scientists to tell the health of the bees and the environment and aspects that are helpful to make conclusions”, Dr. Nsansa said.
Dr. Nsansa stressed that bees are endangered yet they are the biggest pollinators responsible for most of the fruits and vegetables. Bees according to Dr. Nsansa contribute towards biodiversity as other creatures rely on them for existence.
“The challenge is that because of climate change, different human factors and agro-chemicals, bees are on the decline and becoming extinct. For the remaining bees, we need to find ways of discovering what is affecting them, where do they thrive, which kind of plants do they like.
Most of the wild places where bees used to thrive have been converted into commercial farms and buildings so we need the optimize the smaller spaces remaining for bees”. She added.
She noted that as they investigate and deploy instruments out there, they will establish plants where bees can stay longer and multiply and help to come up with interventions to protect those tree species.
She reported that monitoring insects has traditionally been via manual observation and count by specialists such as entomologists and extension workers going in the bushes yet there are few specialists in Uganda and Africa that makes this method ineffective. In Uganda, it is estimated that there is one entomologist per region with less than eight entomologists in the MAAIF employed to do this work for the entire country.
The deployment of such tools in the field means that one entomologist in one place can be able to gather different data from different places. And because bees are mostly found where there are fruits and vegetables, and, one of the common pests in fruits being fruit flies, the project looked at both pollinators: – the bees which researchers want to protect and multiply and, fruit flies for study and destruction.
Fruit flies are known to be the biggest pests affecting mangoes leading to losses and likewise the Ministry of Agriculture and Animal Industry and Fisheries that is responsible for monitoring and controlling pests is limited by the number of specialists.
Makerere University’s PhD student behind the design of the smart bee monitor Dr. Agatha Turyagenda said the goal is to solve the inefficiencies that come about with manual inspections of bee hives in Uganda which is associated with less productivity among Ugandan bee farmers.
Studies have shown that world over, the number of bees have declined but no study has been conducted in Uganda as farmers continue to complain about bees absconding to come to bee hives.
AdMNEA project researchers are investigating to come up with a solution to combat some of the challenges bee farmers are faced with.
“The smart bee hive has several parameters capturing images and videos, at the entrance of the bee hive and, temperature and humidity as well as carbon dioxide levels inside the bee hive and the weight of the bee hive.
All these parameters are then transferred to a remote website that anyone can be able to see as long as they have internet connectivity. So this can be on a mobile phone or laptop.
In the future we will be able to use the information collected to be able to develop programmes that can tell us which pests and diseases have infected the bee hive, if the queen is absent or present, it can tell us if the bees are preparing to swarm, the honey productivity, the weight module and also indicate the right time to harvest honey”, Dr. Turyagenda explained
Entomologist Dr. Deborah Ruth Amulen from CoVAB reported that whereas bees constitute 70% of the world’s crop pollination, their population has declined due to pesticide application, climate change, land use change and diseases.
Amulen observed that the traditional way of inspecting bee hives is time consuming, requires skills and knowledge, disrupts inside hive micro climate and risk of distributing diseases of bees while useful variables such as temperature, humidity, gases cannot be ascertained hence the need to automate the process.
“For entomologists, the smart bee monitor will help us to know when to harvest honey, when the bees are sick, when the population of bees is down so that we can check the hive and address the problem.
The smart bee hive is one of the common bee hives farmers use but the ICT team has modified it with sensors after which entomologist will populate them with bees and deploy them in fruit farms, university farms and in apiaries near the national parks so that we can compare what is happening in hives and in fruit farms where they spray a lot of chemicals.
We can therefore monitor and tell if the bees will be very sick or dying, whether the production of honey is lower compared to bees that are near national parks and where there is no chemical use near the national parks” Dr. Amulen stated.
Regular manual inspection of fruit fly traps according to Dr. Amulen is also inconvenient, misses out on critical data points such as the phenotype, density, diversity and relationships between variables such as population and weather toward prediction of infestation.
Carol Kasujja Adii and Ritah Namisango
The excitement was palpable as hundreds of graduands and parents flocked Makerere University Freedom Square for the first session of the colourful graduation ceremony on Monday 13th January 2025.
The Chancellor, Hon. Dr. Crispus Kiyonga will confer degrees and present diplomas to a total of 13,658 graduands during the 75th graduation ceremony of Makerere University that runs until Friday 17th January 2025.
On each day, after the Chancellor has dissolved the congregation, the best researchers, best teachers and excelling students in the company of their parents or guardians proceed to Makerere University Convocation gardens for a luncheon.
The Makerere University Convocation Graduation luncheon brings on board invited staff and alumni as well as keynote speakers from the government, private and business sector to witness the presentation of the Vice Chancellor’s Research Excellence Awards to the best University researchers and students.
Some of the dignitaries present for the first luncheon included: The Chancellor-Hon. Dr. Crispus Kiyonga, the Chairperson of Council-Mrs. Lorna Magara, the commencement Speaker-Vice of the University of South Africa, Prof. LenkaBula Puleng, Secretary of the Education Service Commission-Dr. Asuman Lukwago, among others.
Welcoming the dignitaries, the Chairperson of the Convocation, Mr. George Turyamureeba congratulated the best students accompanied by their parents upon this academic milestone, and encouraged them to join the Convocation (the Alumni and Staff association) in order to tap into mentorship opportunities as well as professional networks.
The day one of the 75th Graduation Ceremony featured graduates from the College of Education and External Studies, College of Computing and Information Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, and the School of Law. The best 30 students per College are invited to the University Convocation with their parents to celebrate their academic success, and to listen to inspirational speeches from personalities who are acknowledged for utilizing their knowledge, skills, professions or talent to cause a positive difference in the lives of other people.
In his earlier address to the congregation in the Freedom Square, the Vice Chancellor, Prof. Barnabas Nawangwe, stated that the meritorious award presented to researchers was in recognition of their prolific publication record and outstanding contribution to Makerere University’s scholarly excellence.
This being his maiden graduation ceremony as Chancellor of Makerere University, the Vice Chancellor congratulated Hon. Dr. Crispus Kiyonga, an alumnus of Makerere University upon his appointment and installation by H.E President Yoweri Kaguta Museveni.
Prof. Nawangwe reiterated the readiness of the University Council and Management to implement the good ideas and strategies aimed at scaling Makerere University to greater heights.
Making reference to the commencement speech delivered by Prof. LenkBula Puleng, Prof. Nawangwe emphasized the need for graduates to always remember the speaker’s focus on what should be done to emancipate Africa from poverty.
Prof. Nawangwe thus called upon all the researchers who were recognized to use the awards as an inspiration to carry out more research that addresses the needs of the African continent.
During the event, the Chancellor, Hon. Dr. Crispus Kiyonga, noted that Africa is still trapped in poverty and lags behind because the continent is not integrated.
According to Dr. Kiyonga, although Africa lags behind, African Universities have to collaborate to address continent-wide challenges, enhance research capacity, foster knowledge sharing, and ultimately contribute more effectively to the development of Africa by tackling issues such as poverty.
Chancellor Kiyonga rallied universities in Africa to intensify collaborations in order to spur research and development.
“Makerere University researchers need to know what is happening in the University of South Africa, check out how they teach and exchange staff and students. If we get together as Universities, we will move fast,” Hon. Dr. Kiyonga noted.
The Chancellor equally called upon the graduates to be innovative and find solutions to address societal challenges. He reminded the graduates that people would judge them by asking what they did during their time.
“Our children are going abroad for work; this is a curse. If most of them leave, who will develop the Nation? Let us come together because the future of Africa is embedded in integration,” Hon. Dr. Kiyonga said.
To ensure that the message on integration of Africa remains on the agenda, Hon. Dr. Kiyonga informed the University leadership, staff, alumni and invited guests, that when provided with platforms to speak, he will always advocate for the integration of Africa.
“As the Makerere University Convocation brings us together, we must uphold the slogan, ‘We build for the future’ not just for Makerere’s future, or Uganda’s future, but for Africa’s future,” Dr. Kiyonga said.
Inspired by the good initiatives of the Makerere University Convocation headed by Mr. George Turyamureeba, Hon. Dr. Kiyonga-a 1978 graduate of the Bachelor of Medicine and Bachelor of Surgery of Makerere University pledged to pay all his convocation dues.
Presenting the keynote speech, Dr. Asuman Lukwago-Secretary of the Education Service Commission congratulated all the graduates on their academic achievements. Dr. Lukwago called upon all fresh graduates to live responsibly so as to achieve their full potential.
Sharing his personal experience on taking on unpaid employment after completing his studies at the Medical school, Dr. Lukwago urged the graduates who have accumulated knowledge, not to remain idle as they wait for employment.
“Many of you are focusing on looking for payment and it is true you need to be paid, but suppose you get a non-paid employment? My first assignment was on a volunteer basis, but my Professor encouraged me to take it on. He said: ‘Among the people whom you will be teaching will be sons and daughters of Ministers. If you teach them well, they will recommend you’ and that is how my name went into boardrooms,” Dr Lukwago narrated.
He encouraged the graduates to focus on their future noting that life feels long and hard when someone is suffering but is short and enjoyable when one achieves his or her target.
“You have been good students at the University level, but you have to be good citizens who can contribute to the growth of our Country’s economy. Analyze and unpack the four-acre model, a modern type of farming,” Dr Lukwago guided.
The Four-Acre Model advocates for diversified farming, where farmers allocate one acre to coffee, another to fruits, the third to pasture for dairy, and the fourth to food crops.
Why the convocation is important:
The Chairperson of Makerere University Convocation, Mr. George Turyamureeba explained that the association brings on board alumni and staff of Makerere University.
The mission of the convocation is to mobilise members and well-wishers to support the welfare and progress of Makerere University and to participate in the enhancement and improvement of intellectual and material wellbeing of the university community.
Mr. Turyamureeba pointed out that for one to qualify as a Member of Makerere University convocation, he or she pays an annual subscription of UGX 50,000/=. A member of the Makerere University Convocation benefits in form of: Career Development and Job opportunities, Alumni networking and social capital, Career guidance and mentorship programs, Financial support and scholarships.
Makerere University has been directed to integrate the teaching of political economy across all courses to enhance students’ understanding of the country’s socioeconomic conditions. The directive, welcomed by the university’s top management, will be incorporated into the curriculum to align education with the needs of the people and the nation.
The government has also pledged to bolster Makerere’s research funding and strengthen partnerships with the private sector to commercialize innovations developed at the institution.
The call was made by Makerere University’s new Chancellor, Dr. Crispus Kiyonga, during the first session of the 75th graduation ceremony held on January 13, 2025, at the university’s Freedom Square. Dr. Kiyonga also urged the government and the university to establish an agro-industrial park on its land.
“This park would serve three purposes: teaching, generating income, and acting as a demonstration site for communities across the country,” Dr. Kiyonga noted.
The Chancellor emphasized the urgency of addressing Uganda’s food insecurity, highlighting that 40% of children in the Rwenzori region are stunted, with malnutrition affecting all regions of the country.
“Uganda must develop a robust food security system to ensure we do not starve amidst abundance,” he said.
Dr. Kiyonga also pointed out Africa’s underperformance despite its vast resources, describing it as a contradiction. “It is our responsibility to change the conditions of our people and ensure Africa rises to its potential,” he urged.
The ceremony was graced by Hon. Joyce Moriku Kaducu, Minister of State for Primary Education, who represented the First Lady and Minister of Education and Sports, Hon. Janet Kataaha Museveni. Other dignitaries included members of Parliament, the judiciary, the diplomatic corps, and academics.
Education Minister Praises Makerere for Excellence
Hon. Joyce Moriku Kaducu lauded Makerere University for its dedication to academic excellence and innovation.
“Today reflects the resilience, hard work, and commitment of our graduates, supported by the university staff, management, and parents,” she said.
The Minister commended the Vice Chancellor and management for fostering research and innovation while urging them to maintain robust quality control systems to uphold the institution’s integrity.
She also reflected on Makerere’s recent milestones, including the commissioning of a new School of Law building and the launch of the School of Graduate Studies and Research.
“Your achievements stem from hard work, transparency, and accountability. They set Makerere apart as a leader in higher education,” she noted.
Addressing the graduates, Hon. Kaducu encouraged them to apply their skills to solve societal challenges.
“Makerere has equipped you with critical thinking and creativity. Use this to seize opportunities, make a difference, and shine wherever you go,” she concluded.
Vice Chancellor Highlights Makerere’s Impact
Vice Chancellor Prof. Barnabas Nawangwe congratulated the 13,658 graduates, including 143 PhD recipients and 53% female graduates. He commended the efforts of staff, parents, and sponsors in supporting the students’ journeys.
The College of Computing and Information Sciences presented a total of 681 Graduands. Of theses12 were Doctoral candidates (7 Females and 5 males), 73 Masters candidates( 26 Female and 47 Male) and 596 Bachelors (251 Females and 345 Males)
Prof. Nawangwe praised the achievements of Makerere’s colleges, including the College of the College of Computing and Information Sciences. The College celebrated notable achievements, including three students who received the Africa 2024 Marketplace Simulation Award during the AFRICA2024 Conference in Egypt.
The college also secured a $1.5 million grant from Google for the Ocular project, which leverages artificial intelligence to improve the diagnosis of malaria, tuberculosis, and cervical cancer. The AI Health Lab, led by Dr. Rose Nakasi, continues to produce innovative diagnostic tools, including a phone-to-microscope adaptor, supported by partners like Google and the National Institutes of Health. Additionally, the AirQo Project launched the CLEAN-Air Africa Network, focusing on air quality management using low-cost sensors.
Prof. Nawangwe reiterated Makerere’s transformation into a research-led institution supported by the government’s Research and Innovation Fund. “We are addressing national priorities, such as improving the Parish Development Model and advancing e-governance,” he stated.
The Vice Chancellor congratulated Dr. Chrispus Kiyonga on his appointment as Chancellor and urged graduates to leverage their education to create solutions for societal challenges.
“Let your Makerere education be a beacon of hope for the world,” he concluded.
Prof. LenkaBula’s Call for Resilience and Redefining African Women’s Mission
In a keynote address by Professor Puleng LenkaBula, Principal and Vice-Chancellor of the University of South Africa (UNISA) titled “The Power of Resilience – African Woman, Find Your Generational Mission and Redefine Your Worth”, Prof. LenkaBula highlighted the critical role of African women in shaping the continent’s destiny.
Prof. LenkaBula expressed gratitude for being invited to such a significant occasion and extended greetings from South Africa, including from UNISA’s Chancellor, former South African President Dr. Thabo Mbeki. She praised Makerere University for its legacy of academic excellence and contributions to the African continent, emphasizing its role in anti-colonial struggles, post-colonial development, and its steadfast commitment to African unity.
“Makerere University stands as a beacon of academic excellence and innovation, a vital part of Africa’s intellectual and developmental heritage,” she remarked, reflecting on the institution’s shared history with UNISA and other centers of higher learning in Africa.
The Vice-Chancellor acknowledged the many prominent figures associated with Makerere, including freedom fighters and leading intellectuals. She also paid tribute to African women who have played pivotal roles throughout history, including Queen Amina of Zazzau, Njinga of Angola, Empress Tayetu Betul of Ethiopia, and modern figures such as Wangari Maathai and Ellen Johnson Sirleaf.
“These women embodied resilience and vision, redefining leadership in ways that transformed societies,” Prof. LenkaBula said. “It is now up to you, graduates, especially women, to take up the mantle, redefine your worth, and reclaim your generational mission.”
Drawing on the wisdom of influential thinkers like Frantz Fanon and Chinua Achebe, she urged graduates to embrace their responsibility as leaders and problem-solvers in Africa’s quest for prosperity. Prof. LenkaBula warned against complacency, emphasizing that each generation must confront its unique challenges and opportunities to secure a brighter future for the continent.
She also called for a renewed focus on gender equity in academia and leadership, noting the disproportionate burdens faced by women in society. Citing the achievements of Makerere University in gender mainstreaming, she expressed optimism about the role of young leaders in dismantling patriarchal systems and fostering inclusive development.
“As you step into the world, remain grounded in your communities while adopting a global outlook. Africa’s intellectual and social resilience has always been its greatest asset,” Prof. LenkaBula urged.
Prof. LenkaBula concluded her address to Graduands with a powerful call to action: “Your graduation is not merely a personal achievement but a contribution to Africa’s collective progress. History has thrust upon you the task of creating a future defined by resilience, innovation, and equality.”
Graduation Statistics of the 75th graduation ceremony
During the course of the 75th graduation ceremony, a total of 13,658 graduands will receive degrees and diplomas of Makerere University. Of these, a total of 143 graduands will graduate with PhDs, 1,813 with Masters degrees, 11,454 with Bachelor’s degrees and 243 with postgraduate diplomas. 53 % of the graduands are female and 47% are male. 44% of the PhD graduands are female. A total of 491 graduands will receive first class degrees. The best graduand from the sciences, graduating with a CGPA of 4.91 and a Bachelor of Science is Mr. Mubiru Enock Joel. The best graduand from the humanities, graduating with a Bachelor of Leisure and Hospitality Management, with a CGPA of 4.07 is Mr. Bagoole Abdul Latif Umar. 16% of the graduands are graduating with post-graduate degrees and diplomas.
Makerere University’s College of Computing and Information Sciences (CoCIS) hosted a two-day workshop on Artificial Intelligence (AI) for students and staff participating in the Erasmus+ exchange program. The event, opened on November 11, 2024, brought together participants from Makerere University, Busitema University, and the University of Twente, aiming to foster knowledge exchange and collaboration in AI applications in agriculture and health.
Professor Tonny Oyana, Principal of CoCIS, officially opened the workshop, emphasizing the transformative role of AI in the modern world. “In the next 30 years, computing and AI will be integral in every field. Just as Word and Windows became standard, AI is also becoming essential across disciplines,” he stated, urging participants to remain innovative and rise above global competition.
Throughout the event, Prof. Oyana highlighted the need for resilience, collaboration, and exceeding expectations in academic and professional pursuits. “If you’re required to publish three papers, aim for five,” he advised, stressing that academic success often requires going beyond minimum standards. He also encouraged participants to be proactive, using time effectively and fostering collaborative relationships that can drive impactful research and innovation.
The workshop provided a platform for interdisciplinary exchanges and networking opportunities, with participants urged to seize this opportunity for international collaboration and exploration of new ideas in AI. Prof. Oyana underscored that today’s challenges, from healthcare to environmental sustainability, require a multidisciplinary approach: “Today’s problems can’t be solved by one person. It’s through collaboration across institutions and countries that we create better solutions.”
The event is part of an ongoing Erasmus+ initiative, promoting academic exchange and building capacities in AI across various fields, aligning with CoCIS’s commitment to fostering innovation and preparing students to meet the demands of a technology-driven world
Dr. Mariette Applauds Staff and Students for Embracing Erasmus+ Program.
Representing the Head of the Department of Computer Science, Dr. Mariette Atuhuriire Katarahweire commended staff and students for their enthusiasm in embracing the program. The event, held in partnership with Busitema University and the University of Twente, brought together participants to foster academic and cultural exchange across institutions.
Dr. Mariette highlighted the importance of international collaboration, recounting her own experience studying in Belgium and interacting with Dutch institutions. “I once thought Erasmus was only for Europe, but seeing it extended to Africa and embraced here is heartening,” she remarked. She praised the event organizers and encouraged both students and faculty to seize such collaborative opportunities, adding, “It’s not just for students; staff should also take part, as these experiences refresh your perspective and enhance your work.”
The workshop featured presentations by PhD students, providing them with valuable feedback and a platform to share ideas. “Presenting helps you think deeply about your work and clarify it for others,” Dr. Mariette explained, noting that feedback from peers and faculty can help overcome challenges in research and spark new insights.
Welcoming first-time visitors to Uganda, Dr. Mariette encouraged students to take advantage of the program’s travel opportunities, which offer exposure to different environments, cultures, and academic perspectives. “Collaborations like these allow you to make connections, share ideas, and gain insights that can transform your academic journey,” she concluded.
She expressed gratitude to the workshop organizers and applauded the participants, hoping that the event would be a fruitful learning experience for everyone involved.
Dr. Rose Nakibuule Highlights AI Research and International Collaboration in Makerere’s Exchange Program
Dr. Rose Nakibuule, Program Coordinator at Makerere University, outlined the focus areas of an international research collaboration that involves exchanges between Makerere, the University of Twente (Netherlands), Busitema University. The program emphasizes artificial intelligence (AI) applications in agriculture and health, with a primary goal of fostering knowledge exchange and research development.
“This program is about the mobility of students and staff between institutions to enhance research and collaboration,” Dr. Nakibuule explained. “Last year, three Makerere PhD students went to Twente for six months, and this year two of us, myself and Stephen Odongo, will participate.” She noted that students from Busitema University have also benefited from the exchange.
Dr. Nakibuule highlighted several AI-focused projects, including disease monitoring systems and AI-powered translation tools aimed at helping farmers who speak diverse languages. “We’re developing a platform that can translate information into local languages, so farmers across regions can access vital data,” she said. In agriculture, the program’s projects also include AI models for identifying crop varieties, allowing farmers to use smartphones to scan seeds or pods for variety detection.
The program’s collaborative nature also addresses resource limitations faced by Makerere. “Twente has the resources we need to build these AI systems, while we bring local expertise and the specific needs of our communities. Together, we’re creating tools that can be applied directly in the field,” Dr. Nakibuule said. This hands-on, cross-border collaboration aims to ensure that research goes beyond the lab, benefiting communities directly and supporting data-driven agricultural practices.
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