Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/76886
Title: Cognitive data analysis
Authors: Xie, Zesheng
Keywords: DRNTU::Engineering::Computer science and engineering
Issue Date: 2019
Abstract: Cognitive 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.
URI: http://hdl.handle.net/10356/76886
Rights: Nanyang Technological University
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:SCSE Student Reports (FYP/IA/PA/PI)

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