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 Conference Papers Conference Paper Faculty Publications- Conference Papers 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 KnowSOntoWSR: Web Service Recommendation System Using Semantically Driven QoS Ontology-Based Knowledge-Centred Paradigm Subject The topic of the resource KnowSOntoWSR; QoS ontology; Twitter semantic similarity; Web service recommendations; XGBoost Description An account of the resource Web services have significantly expanded and become a key enabling technology for online data, application and resource sharing. Designing new methods for efficient and reliable web service recommendation has been of tremendous importance with the growing usage and prominence of web services. It would be ideal for a system to suggest online services that are in line with consumers preferences without requesting specific query information from them. Quality of Service (QoS) is vital for characterising non-functional aspects of Web services as they become more prevalent and widely used on the World Wide Web. The KnowSOntoWSR framework, which is built on a knowledge-driven and semantically inclined model that adheres to QoS ontology, is proposed in this research. AWS and WebSphere are employed as knowledge tags, and the powerful machine learning classifier XGBoost is applied. The features and recommendations are computed using the Twitter semantic similarity. The proposed framework outperforms the baseline models estimates with an accuracy of 95.94% and average F-measure of 95.93%. 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Dhanvardini R.; Deepak G.; Priyadarshini J.S.; Santhanavijayan A. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-616 LNNS, pp. 233-242. 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 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-19-9719-8_19" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-9719-8_19</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85171994781&amp;doi=10.1007%2F978-981-19-9719-8_19&amp;partnerID=40&amp;md5=64767256b39f2da4e26b2d464f3799e7" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85171994781&amp;doi=10.1007%2f978-981-19-9719-8_19&amp;partnerID=40&amp;md5=64767256b39f2da4e26b2d464f3799e7</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981199718-1 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 Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Dhanvardini R., Healthcare Informatics Division, Optum UnitedHealth Groups, Hyderabad, India; Deepak G., Department of Computer Science Engineering, National Institute of Technology, Tiruchirappalli, India; Priyadarshini J.S., Department of Data Science, Manipal Institute of Technology Bengaluru, Bengaluru, India, Department of Data Science, Manipal Academy of Higher Education, Manipal, India, CHRIST (Deemed to Be University), Bangalore, India; Santhanavijayan A., Department of Computer Science Engineering, National Institute of Technology, Tiruchirappalli, India