Learning the Similarity of Documents: An Information-Geometric Approach to Document Retrieval and Categorization

Hofmann, Thomas

Dec-31-2000–Neural Information Processing Systems

The project pursued in this paper is to develop from first information-geometric principles a general method for learning the similarity between text documents.

artificial intelligence, bayesian inference, similarity function, (16 more...)

Neural Information Processing Systems

Dec-31-2000

Conferences PDF

Country:
- North America > United States (0.47)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.68)
    - Statistical Learning (1.00)
  - Natural Language (1.00)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.68)

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Learning the Similarity of Documents: An Information-Geometric Approach to Document Retrieval and Categorization
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