首页 生产工具 Simplifly

Simplifly

用户数 : 1000 分类 : 生产工具 扩展大小 : 373KiB 最后更新时间 : 2018-09-05 版本 : 1.0.2
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                            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.
                        
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