EWU Institutional Repository

Translating High Level End User Intention Using Machine Learning for Triggering Context Aware Services

Show simple item record

dc.contributor.author Rinkey, Shahmin Rahman
dc.contributor.author Hosain, Md. Sakhawat
dc.date.accessioned 2016-11-14T04:45:16Z
dc.date.available 2016-11-14T04:45:16Z
dc.date.issued 8/21/2016
dc.identifier.uri http://dspace.ewubd.edu/handle/2525/1945
dc.description This thesis submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering of East West University, Dhaka, Bangladesh en_US
dc.description.abstract At present, there is an emerging demand for self-managed services that can evolve at run time in response to unpredictable changes, adaptable to changing user requirements and can adapt system to overcome violations of timing and resource constraints at run time. Several approaches have been proposed to introduce such adaptive services but still those solutions are domain specific and only focus on isolated features. Also we can see, many solutions consider software services but failed to integrate things like IOT. For managing the behaviors of service dynamically, it is necessary to have an appropriate adaptable model for specifying a collaboration of services. We propose an architecture for flexible and adaptive execution of selfmanaged service based process integrated with IOT devices. Our model supports both process design and execution. The model can change its behavior according to user requirement and adapt with the run time environment. This model implicitly acquires user requirement data and use these data with explicitly gathered data (from IOT devices) to generate insight of the proper requirement with the help of machine learning approaches to generate problem specific output. en_US
dc.language.iso en_US en_US
dc.publisher East5 West University en_US
dc.relation.ispartofseries ;CSE00032
dc.subject Intention Using Machine Learning for Triggering Context Aware Services en_US
dc.title Translating High Level End User Intention Using Machine Learning for Triggering Context Aware Services en_US
dc.type Thesis en_US


Files in this item

This item appears in the following Collection(s)

Show simple item record

Search DSpace


Advanced Search

Browse

My Account