Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource KMSBOT: enhancing educational institutions with an AI-powered semantic search engine and graph database Subject The topic of the resource Educational search engine; Natural language process; Neo4j; Recommendation system; Text processing Description An account of the resource In the rapidly evolving field of education, a semantic search engine is essential to efficiently retrieve knowledge experts data. Universities and colleges continuously generate a vast amount of educational and research data. A semantic search engine can assist students and staff in efficiently searching for required information in such a big data pool. The existing systems have limitations in providing personalized recommendations that align with the individual learning objectives of students and scholars, thus hindering their educational experience. To address this, this paper proposed a KMSBOT. This novel recommendation system effectively summarizes academic data and provides tailored information for students, research scholars, and faculty, enhancing educational experiences. This paper meticulously details the development of KMSBOT, which comprises a neo4j-based knowledge graph technique, the NLP method for data structuring, and the KNN machine learning model for classification. The system employs a three-module approach, utilizing data structuring, NLP processing, and semantic search engine integration. By leveraging Neo4j, NLTK, and BERT in Python, this proposed work ensures optimal performance metrics such as time, accuracy, and loss value. The proposed solution addresses traditional recommendation systems limitations and contributes to a brighter future, improving user satisfaction and engagement in academic environments. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2024. Creator An entity primarily responsible for making the resource Subramanian D.V.; Chandra J.; Immanuel V.A.; Rohini V. Source A related resource from which the described resource is derived Soft Computing Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/s00500-024-10329-6" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s00500-024-10329-6</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85212835474&amp;doi=10.1007%2Fs00500-024-10329-6&amp;partnerID=40&amp;md5=36d8a1ef4fe724654dd4336164794180" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85212835474&amp;doi=10.1007%2fs00500-024-10329-6&amp;partnerID=40&amp;md5=36d8a1ef4fe724654dd4336164794180</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 14327643 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Subramanian D.V., Department of Computer Science, Christ University, Bengaluru, India; Chandra J., Department of Computer Science, Christ University, Karnataka, Bengaluru, India; Immanuel V.A., Department of Computer Science, Christ University, Bengaluru, India; Rohini V., Department of Computer Science, Christ University, Karnataka, Bengaluru, India