CS468 Information Retrieval

Self-study 4

Vector Space Retrieval using Python

Krishnendu Ghosh

Department of Computer Science & Engineering

Indian Institute of Information Technology Dharwad

Vector Space Retrieval

The Vector Space Model (VSM) is a classical approach to document retrieval in information retrieval systems, where documents and queries are represented as vectors in a high-dimensional space, and similarity between documents and queries is computed using cosine similarity.

Tools: Python Libraries

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Python Libraries Link:

https://github.com/zohaibterminator/vector-space-retrieval-model

https://github.com/peermohtaram/Vector-Space-Model

https://www.kaggle.com/code/vabatista/introduction-to-information-retrieval

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Thank You