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DOI Summarizer and Recommender Required Libraries Workflow
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DOI Summarizer and Recommender

This is live on Flask: rwilfong.pythonanywhere.com

Required Libraries

  1. Flask:
  • Flask
  • render_template
  • request
  • redirect
  • url_for
  • session
  1. Datetime:
  • datetime
  1. Collections:
  • defaultdict
  1. scikit-learn:
  • sklearn.feature_extraction.text: CountVectorizer, TfidfVectorizer
  • sklearn.metrics.pairwise: cosine_similarity
  1. NLTK:
  • nltk.tokenize: sent_tokenize
  • nltk.collocations: BigramAssocMeasures, BigramCollocationFinder
  • nltk.corpus import stopwords
  1. NetworkX
  2. NumPy
  3. xml.etree.ElementTree
  4. sqlite3
  5. Biopython:
  • Entrez
  1. string:
  • punctuation

Workflow

The workflow can be found in 'project_writeup.pdf' under 'Breakdown of Work and Methods Used'.