A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATION
Information and Communication Technology (ICT) is defined as the acquisition, processing, storage and dissemination of information through the use of computer and related technologies. While information dissemination in most Nigerian tertiary institutions utilizes the potentials of the modern comput...
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| Format: | Article |
| Language: | English |
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Nigerian Defence Academy
2025-04-01
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| Series: | Academy Journal of Science and Engineering |
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| Online Access: | https://ajse.academyjsekad.edu.ng/index.php/new-ajse/article/view/620 |
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| author | Umar Emmanuel Odulaja Godwin Oluwaseyi Babatunde Akinbowale Nathanie |
| author_facet | Umar Emmanuel Odulaja Godwin Oluwaseyi Babatunde Akinbowale Nathanie |
| author_sort | Umar Emmanuel |
| collection | DOAJ |
| description | Information and Communication Technology (ICT) is defined as the acquisition, processing, storage and dissemination of information through the use of computer and related technologies. While information dissemination in most Nigerian tertiary institutions utilizes the potentials of the modern computer, the revolutionizing automation potentials of Artificial Intelligence Agents (AIA) has not been
duly explored. This has resulted in communication gaps and delayed responses to crucial and time critical queries and requests. To curtail this lapses and to ensure timely delivery of information to users, this paper adopted mixed method research (i.e. design based approach and action research). Incremental software development model was used for software development, Decision Tree Algorithm was used for training the system whose database was populated with relevant and likely questions and corresponding responses. The Chatbot was designed using HTML, CSS, and ReactJava programming languages while the database was designed using PHP and MySQL Database. The result was a selfreporting, self-learning and interactive Chatbot for postgraduate information dissemination that
autonomously create corresponding responses to user’s queries in real time. User’s Intent Understanding (UIU), Query Response Accuracy (QRA), Error Handling (EH) and Mean Response Time (MRT) were some of the metrics used for user -system’s performance evaluation. Using a self-structured questionnaire, responses obtained from 130 student users purposively selected in TASUED with similar academic characteristics and needs were analysed using IBM SPSS v20. Findings show that on average, the system achieved 89% on UIU, 89% on QRA, less than 2 seconds on MRT.... |
| format | Article |
| id | doaj-art-a876609591254b5fa99a7eb7d6abaa2a |
| institution | Kabale University |
| issn | 2734-3898 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | Nigerian Defence Academy |
| record_format | Article |
| series | Academy Journal of Science and Engineering |
| spelling | doaj-art-a876609591254b5fa99a7eb7d6abaa2a2025-08-20T03:48:31ZengNigerian Defence AcademyAcademy Journal of Science and Engineering2734-38982025-04-011912239591A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATIONUmar Emmanuel0Odulaja Godwin Oluwaseyi1Babatunde Akinbowale Nathanie2Tai Solarin University of Education, Ijagun, Ogun State, NigeriaDepartment of Computer Science, Tai Solarin University of Education, Ijagun, Ogun State, NigeriaDepartment of Computer Science, Kwara State University, Malate, Ilorin, Kwara State, NigeriaInformation and Communication Technology (ICT) is defined as the acquisition, processing, storage and dissemination of information through the use of computer and related technologies. While information dissemination in most Nigerian tertiary institutions utilizes the potentials of the modern computer, the revolutionizing automation potentials of Artificial Intelligence Agents (AIA) has not been duly explored. This has resulted in communication gaps and delayed responses to crucial and time critical queries and requests. To curtail this lapses and to ensure timely delivery of information to users, this paper adopted mixed method research (i.e. design based approach and action research). Incremental software development model was used for software development, Decision Tree Algorithm was used for training the system whose database was populated with relevant and likely questions and corresponding responses. The Chatbot was designed using HTML, CSS, and ReactJava programming languages while the database was designed using PHP and MySQL Database. The result was a selfreporting, self-learning and interactive Chatbot for postgraduate information dissemination that autonomously create corresponding responses to user’s queries in real time. User’s Intent Understanding (UIU), Query Response Accuracy (QRA), Error Handling (EH) and Mean Response Time (MRT) were some of the metrics used for user -system’s performance evaluation. Using a self-structured questionnaire, responses obtained from 130 student users purposively selected in TASUED with similar academic characteristics and needs were analysed using IBM SPSS v20. Findings show that on average, the system achieved 89% on UIU, 89% on QRA, less than 2 seconds on MRT....https://ajse.academyjsekad.edu.ng/index.php/new-ajse/article/view/620tasuedcositself-reportingchatbotinformation dissemination |
| spellingShingle | Umar Emmanuel Odulaja Godwin Oluwaseyi Babatunde Akinbowale Nathanie A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATION Academy Journal of Science and Engineering tasued cosit self-reporting chatbot information dissemination |
| title | A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATION |
| title_full | A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATION |
| title_fullStr | A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATION |
| title_full_unstemmed | A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATION |
| title_short | A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATION |
| title_sort | chatbot for postgraduate information dissemination |
| topic | tasued cosit self-reporting chatbot information dissemination |
| url | https://ajse.academyjsekad.edu.ng/index.php/new-ajse/article/view/620 |
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