Simplifly is a Chrome extension which allows you to turn any lengthy article into short bite-sized summary
A Chrome extension to produce summaries of news articles. How it works: 1. Scrape Article heading and body from the current active tab using jQuery. 2. Pre-process the body by removing stop words and stemming words using the Porter-Stemmer algorithm. 3. Produce an array of sentence which will make up nodes in the graph. 4. Produce the graph using TF-IDF values of the sentences and the cosine similarity as the weight between nodes. 5. Run the graph through Google's PageRank algorthim. 6. Choose the highest ranking nodes to produce a summary.