text-summarization

The main goal of the project is to convert sentences into a graph structure and perform Sentence Selection-based Summarization. By transforming sentences into a graph, the project aims to visualize the semantic relationships among sentences in the text and identify important sentences based on these relationships.

Documents

• Requirements: There are detailed explanations about what is required in the project.
• Solution: There are detailed explanations about our solution.

Used Dependencies

• Backend

  • Java
    • Spring Boot
      • Spring Web
      • Spring Data Neo4J
      • Websocket
      • Spring Kafka
      • Lombok
      • Open API (Swagger UI)
  • Python
    • Flask
    • NLTK
    • scipy
    • numpy
    • rouge
    • spacy
    • kafka

• Frontend

  • Angular
    • Electron
    • Material UI
    • Ngx Spinner
    • sockjs-client
    • stompjs
    • Vis.js

• Database

  • Neo4J

System Design

Screenshots

Authors

• @trkgrn Tarık Gören
• @furkanenesdagli Furkan Enes Dağlı
• @mustafakahveci Mustafa Kahveci