AHRQ Search
Description
Organization wide search that includes Relevancy Tailoring, Auto-generation Synonyms, Automated Suggestions, Suggested Related Content, Auto Tagging, and "Did you mean?" to allow visitors to find specific content. This AI use case enhances our agency's efficiency and user experience by optimizing search results, auto-completing queries, suggesting relevant searches and content tags, as well as proposing spelling corrections.
Detailed example
This AI use case aims to optimize search results by adjusting their ranking, ensuring that the most pertinent information is displayed at the top. It also enhances search effectiveness by adding synonyms to queries behind the scenes. It further improves user experience by auto-completing queries as they are being typed, and showing related searches that might offer additional valuable insights. The system also proposes content tags automatically, leveraging machine learning to assess existing content tagging patterns. Additionally, it suggests spelling corrections and reformats search queries based on data from Google Analytics.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
This AI use case aims to optimize search results by adjusting their ranking, ensuring that the most pertinent information is displayed at the top. It also enhances search effectiveness by adding synonyms to queries behind the scenes. It further improves user experience by auto-completing queries as they are being typed, and showing related searches that might offer additional valuable insights. The system also proposes content tags automatically, leveraging machine learning to assess existing content tagging patterns. Additionally, it suggests spelling corrections and reformats search queries based on data from Google Analytics.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
Website Data