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BollyWood Music. Elias * Dawei * Sid. MIS 510 WEB MINING. Agenda. Business Case/Model Function Overview Data Spidering Architecture Competitors Analysis Novelty Data Mining Work Distribution Lessons Learned & Challenges Questions. Business Case/Model. Function Overview.
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BollyWood Music Elias * Dawei * Sid MIS 510 WEB MINING
Agenda • Business Case/Model • Function Overview • Data Spidering • Architecture • Competitors Analysis • Novelty • Data Mining • Work Distribution • Lessons Learned & Challenges • Questions
Function Overview • V 2.0 • 8 APIs • V 1.0 • 4 APIs Bollywood Recommendation System
Data Spidering • Why Eight Websites • Bollyfm.net • Songs.pk • AllBollywood.com • Bollywoodgate.com • Hindilyrix.com • IndiaGlitz.com • Hindustanlink.com • Planetbollywood.com
Novelty • Twitter Tweets • Social Networking (Facebook, MySpace) • Shopping through eBay • Google Translation • Recommender System – • Classified Movies into 15 Categories / # Actor Movies • Cosine Function to provide similarity between Actors
Lessons Learned & Challenges • How to extract Website data – Offline Explorer • Parsing different data types • MP3 • HTML • Photos • API Mashups and Integration • Cleaning Data -- Excel