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Search Engine for UCI Info Retrieval class More details soon

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searchengine's Issues

Replacing docid value to URL

right now, doc id has the name of the text file as its value. Change it to the corresponding URL from the JSON.

Two grams

2 grams before removing stopwords. Ignoring 2 grams with stopwords.

ToThink: About StemmedTerm

The object StemmedTerm looks a little bit haphazard, I think there should be a 'postings' object containing: docId,positions. Can contain a composite 'stemmedTerm' as this posting is for that 'stemmedTerm'. So basically can be 2 objects: stemmedTerm and posting. Need more clarity on this one.
Also, We did not explicitly get the 'docId's of webpages. Our unique field was the 'url' and is still the url. So will mostly will have to generate doc ids for unique web pages.***

***If working with a big url as an id gets cumbersome.

To-Do Milestone #3

  1. WAP to give 10 queries to Google and take the results and use them as reference
  2. Compute NDCG@5 <I think @5 means for top 5 results>.

3.Put text snippets relevant to query for each document.

  1. Anchor Text: to enhance ranking and give a 'title' instead of the url.

Duplicate detection

Naive implementation: Maintaining a list of visited URLs, but that might go out of memory when we start crawling. I think we need a robust impl on that.

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