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CSC-365

Course notes taken during Professor Lea's CSC 365, SPRING 2022

These notes not only contain the notes from Professor Lea's lectures but also integrate and combine information from other resources (youtube, wikimedia, geeksforgeeks, javapoint, etc.)

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  • Version 1.0 is a full-stack web application that works like a search engine which will find the similar and relevant businesses (in a json dataset from Yelp) based on user's inputs using Cosine Similarity Metric.

  • Version 2.0 allows users to fetch 5-10 clusters randomly from the Spring Boot server. It then feed the clusters to React+D3.js (Data-driven document) in the FE to form up a hierarchical tree

  • Version 3.0 applies graph theory to form up graphs based on geographical distances, and utilize Dijkstra's alogorithm to find the shortest path (weighted by similarity rate) between two chosen nodes in the graph.

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