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Decentralised Data Marketplace Using AutoML

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dc.contributor.author Samad, Shuhaib
dc.date.accessioned 2024-03-14T05:05:49Z
dc.date.available 2024-03-14T05:05:49Z
dc.date.issued 2023
dc.identifier.citation Samad, Shuhaib (2023) Decentralised Data Marketplace Using AutoML. BSc. Dissertation, Informatics Institute of Technology en_US
dc.identifier.issn 2019678
dc.identifier.uri http://dlib.iit.ac.lk/xmlui/handle/123456789/1907
dc.description.abstract "In today's dynamic business world, Small and Medium Enterprises (SMEs) face challenges in automating customer service and securing customer data. E-businesses require quality customer service and product quality assurance, but the virtual nature of e-business makes it challenging to achieve. This research proposes an open, decentralized data marketplace based on AutoML as a solution in the customer service domain. By implementing this proposed platform, SMEs can develop their customer service skills and obtain sufficient data. A key research component is a transparent and automated customer service that uses Blockchain technology for fair data exchange. The research aims to build a lightweight, secure data trading platform for SMEs to integrate customer services, leading to increased revenue and customer satisfaction for small businesses. The methodology of the study involves developing and evaluating a prototype system. Simulation results show a 78.57% decrease in latency in the platform and comparatively low gas fees, which makes it scalable and efficient. The research concludes that the proposed architecture can potentially enhance customer service capabilities for SMEs and improve data exchange in the e-business environment." en_US
dc.language.iso en en_US
dc.publisher IIT en_US
dc.subject Automated Customer Service en_US
dc.subject Blockchain en_US
dc.subject AutoML en_US
dc.subject Decentralised Data Marketplaces en_US
dc.title Decentralised Data Marketplace Using AutoML en_US
dc.type Thesis en_US


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