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INFO-I 428 Web Mining

3 credits

Prerequisites: None

This course covers concepts and methods used to search the web and other sources of unstructured text from a human-centered standpoint. These include document indexing, crawling, classification, and clustering; distance metrics; analyzing streaming data, such as social media; link analysis; and system evaluation.

Learning Outcomes

  1. Implement web search concepts and methods to return documents automatically based on user queries.
  2. Design and implement a crawler application to collect and index documents from the web.
  3. Design computational methods to classify documents by topic.
  4. Use distance metrics to compute the similarity of pairs of documents.
  5. Create a system to collect and analyze streaming data.
  6. Use link analysis to rank web search results.
  7. Evaluate the performance of web search systems.
  8. Analyze text to determine the reliability of the information including potential bias.

 

Course Delivery

  • On-Campus
  • Online

Course Schedule

This course is not being offered this semester.

Syllabi

There is not a syllabus available for this course.