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 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....

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Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2025-04-01
Primary Topic
Radiation Detection and Scintillator Technologies
Type
article
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article

A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATION

SHILAP Revista de lepidopterología
Radiation Detection and Scintillator Technologies
article

A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATION

article en

Abstract

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....

SHILAP Revista de lepidopterología
Tai Solarin University of Education (NG), Kwara State University (NG)
Openalex Percentile: Top 36%
Radiation Detection and Scintillator Technologies
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A CHATBOT FOR POSTGRADUATE INFORMATION DISSEMINATION · SHILAP Revista de lepidopterología (2025) | TGRS Research Map | TGRS