Computer Scientists Retrieval

Web Information Retrieval Project

Table of Contents

• Getting Started • Built With • Repository Content • Running Programs • Authors

Getting Started

WIR project for 2020 course at MSC in Engineering in Computer Science, Sapienza University, Rome. The goal of the project is to rank computer scientists based on their influence using Google's PageRank and HITS algorithm and to classify computer scientists categories.

Built With

• SPARQLWrapper
• bs4 Beautiful Soup
• urllib
• requests
• re
• NetworkX
• Matplotlib
• Sortedcontainers
• Collections
• Glob
• Tarfile

Repository Content

.
├── README.md
└── Report
│     ├── tex_files
│     ├── Computer_Scientist_Retrieval_Old.pptx
│     ├── Computer_Scientist_Retrieval.pptx
│     ├── WIR_Report.pdf
│     └── Computer_Scientist_Retrieval.pdf
│
└── files
│   ├── categorization.json
│   ├── dbpedia_data.json
│   ├── good_name_links.json
│   ├── hits_top_20_categories.txt
│   ├── my_graph.pdf
│   ├── my_pagerank_top20.txt
│   ├── name_links.json
│   └── pagerank_top_20_categories.txt 
│
└── src
    ├── DBpedia
    ├── First_Phase
    ├── Second_Phase
    ├── Third_Phase
    ├── Fourth_Phase  
    └── requirements.txt

Running Programs

lucasmac@author:~$ cd src
DBpedia    First_Phase    Fourth_Phase    Second_Phase    Third_Phase    requirements.txt

lucasmac@author:~$ pip install -r requirements.txt

Now you can run any python file you find in one of the 5 folders.

Authors

	Linkedin	Github	Twitter	Telegram	WebPage
Luca Tomei	✅	✅	✅	✅	✅
Andrea Aurizi	✅	✅	⬜️	✅	⬜️
Daniele Iacomini	✅	✅	⬜️	✅	⬜️