Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/76886
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dc.contributor.authorXie, Zesheng
dc.date.accessioned2019-04-22T00:51:35Z
dc.date.available2019-04-22T00:51:35Z
dc.date.issued2019
dc.identifier.urihttp://hdl.handle.net/10356/76886
dc.description.abstractCognitive Analytics apply human-like intelligence to specific tasks and bring together many intelligent technologies, including semantics, artificial intelligence algorithms, deep learning, and machine learning and removes the human from the loop. There are few related works in the world such as IBM Watson. This Final Year Project (FYP) – Cognitive Data Analysis aims to develop SAMMIE that applies cognitive data analysis technology, and this report illustrates the entire processes. First of all, the professors dataset was collected as well as the dataset of the ACM Computing Classification System (CCS). After collection of the datasets, pre-processing was done on the data such as cleaning and transformating it. Lastly, an expertise model was built using Fusion ART for data analysis and used of the professor nomination system. Lastly, there are 45 test cases to exanimate the correctness of the system. Future work or research could be done by applying a more in-depth analysis of professors’ publications and the user queries, advanced usage of Fusion ART, and an excellent design application.en_US
dc.format.extent44 p.en_US
dc.language.isoenen_US
dc.rightsNanyang Technological University
dc.subjectDRNTU::Engineering::Computer science and engineeringen_US
dc.titleCognitive data analysisen_US
dc.typeFinal Year Project (FYP)en_US
dc.contributor.supervisorTan Ah Hweeen_US
dc.contributor.schoolSchool of Computer Science and Engineeringen_US
dc.description.degreeBachelor of Engineering (Computer Science)en_US
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Appears in Collections:SCSE Student Reports (FYP/IA/PA/PI)
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