Query Suggestion

Query Suggestion / Search Query Recommendation

Query Suggestion Service

By analyzing the search history of users in Noorlib (Noor Digital Library) and Noormags (Noor Specialized Journals) online databases, words and phrases related to the current search are displayed as search suggestions simultaneously with the search results.

Example

For example, if a user searches for the phrase "سبک زندگی" (Lifestyle) in book texts, after displaying the search results, a list of suggested phrases such as:

• اسلامی سبک زندگی (Islamic lifestyle)
• مفهوم سبک زندگی (Concept of lifestyle)
• سبک زندگی غربی (Western lifestyle)
• ایرانی اسلامی سبک زندگی (Iranian-Islamic lifestyle)

and others are displayed separately for more precise searching.

How It Works

1. Analyzing User Search History: The system continuously analyzes user search history in Noorlib and Noormags databases
2. Identifying Search Patterns: Related and frequently used words and phrases from past searches are identified
3. Real-time Suggestions: Simultaneously with displaying current search results, related and suggested phrases are also shown to the user

Applications

• More Precise Search: Helping users find the most accurate search terms
• Time Saving: Reducing search time by providing relevant and frequently used phrases
• Discovering Related Terms: Familiarizing users with related terms they may not have considered
• Improved User Experience: Providing intelligent suggestions based on collective user experience

Benefits

• Based on real user search history data
• Supports both major Noor databases (Noormags and Noorlib)
• Provides relevant and practical suggestions
• Improves search accuracy and quality
• Increases user satisfaction