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基于ElasticSearch, bm25, PageRank的论文搜索引擎

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gouyunqing/IR_ass3-main

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IR_ass3

How to use?

  1. Download dblp.v12.json from https://www.kaggle.com/datasets/mathurinache/citation-network-dataset to data folder(not necessary)
  2. run pip install -r requirements.txt
  3. run elasticsearch
  4. run indexing.py
  5. run app.py and you can start your search!

Need to improve

  1. Beautify UI
  2. Add more content in the data to the search results (not only the id and title in the data, but also the conference, author, abstract, etc. of the paper)

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基于ElasticSearch, bm25, PageRank的论文搜索引擎

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