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 Intelligent Time Management Recommendations Using Bayesian Optimization Subject The topic of the resource Bayesian optimization; Gaussian Processes; intelligent time management; personalized scheduling; productivity enhancement Description An account of the resource This paper focuses on the improvement of the intelligent time management system which employ Bayesian optimization for suggesting time management plans for each particular person. In this sense, through historical data of input-output patterns and users' preferences, the system aims at increasing productivity and user satisfaction. In the study, Gaussian Processes are used as the surrogate model in the Bayesian optimization so that the required evaluations by the algorithm to realize optimal scheduling methodologies are kept to a minimum. Implementation is done as a web application where users submit their tasks and get the recommended schedule instantly. Indicators like, the degree of task accomplishment, time, and scheduling compliance, and probably the users' satisfaction suggest that system helped enhance time management results. Lack of feedback from the users is removed through questionnaire that reveals the simplicity of the system and the quality of its recommended times, thereby supporting the idea of Bayesian optimization as a game changer in the management of time. This research significance points to the need for maintaining efficient and individualized approaches to time management strategies and agrees with others' findings, which suggest that this is an area ample fiction research needs to acknowledge and pursue. 2024 IEEE. Creator An entity primarily responsible for making the resource Chandramowleeswaran G.; Sindhu M.; Alabdeli H.; Mishra A.; Vinod P.; Kaur H. Source A related resource from which the described resource is derived 2024 IEEE International Conference on Communication, Computing and Signal Processing, IICCCS 2024 Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. 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/10.1109/IICCCS61609.2024.10763658" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/IICCCS61609.2024.10763658</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85214387612&amp;doi=10.1109%2FIICCCS61609.2024.10763658&amp;partnerID=40&amp;md5=459f28712bf08b6832c1030c050fc87c" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85214387612&amp;doi=10.1109%2fIICCCS61609.2024.10763658&amp;partnerID=40&amp;md5=459f28712bf08b6832c1030c050fc87c</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835039075-9 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 Chandramowleeswaran G., Vel Tech Rangarajan Dr. Sagunthala R&amp;d Institute of Science and Technology, Department of Commerce and Business Administration, Chennai, 600062, India; Sindhu M., Prince Shri Venkateshwara Padmavathy Engineering College, Chennai, India; Alabdeli H., The Islamic University, College Of Technical Engineering, Department Of Computers Techniques Engineering, Najaf, Iraq, The Islamic University Of Al Diwaniyah, College Of Technical Engineering, Department Of Computers Techniques Engineering, Al Diwaniyah, Iraq; Mishra A., Ies University, Ies Institute of Technology and Management, Department of Computer Science &amp; Engineering, M.P., Bhopal, India; Vinod P., Christ University, School Of Business And Management, India; Kaur H., Chandigarh Group of Colleges, Chandigarh Engineering College, Department of Computer Application, Punjab, Jhanjeri, Mohali, 140307, India