Artificial Intelligence Basics: Index Terms
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Questions and Answers

What is the primary function of an index term in a document?

  • To retrieve the document from a collection of documents
  • To determine the relevance of the document to a user's query
  • To provide a summary of the document's main themes
  • To help in remembering the document's main themes (correct)
  • What makes a word that appears in all 100 documents in a collection useless as an index term?

  • It appears too frequently in the documents
  • It does not provide any unique information about the documents (correct)
  • It lacks semantic meaning
  • It is not a representative keyword
  • What is the primary advantage of using partial matching in the vector space model?

  • It enables the use of binary weights for index terms
  • It allows for exact matching of queries and documents
  • It enables the ranking of documents by closeness to the query (correct)
  • It increases the complexity of the query processing
  • What is the purpose of assigning non-binary weights to index terms in the vector space model?

    <p>To enable partial matching of queries and documents</p> Signup and view all the answers

    What is the outcome of computing the degree of similarity between documents and a user query in the vector space model?

    <p>A measure of the relevance of each document to the query</p> Signup and view all the answers

    Who proposed the vector space model in 1975?

    <p>Salton</p> Signup and view all the answers

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