Search summary generation based on searcher characteristics
Topics: AI (Deep Learning), AIOverviews, Entity based search, Know, Knowledge Graph, LLMO / GEO, Microsoft, Search Query Processing
This Microsoft patent describes a system for generating personalized search summaries based on user characteristics and intent. The technology uses machine learning to determine user intent from search queries and profile data, then generates customized summaries using AI models that consider the user’s relationships within a professional network. The system aims to provide more relevant search results and concise summaries tailored to each user’s specific needs and current goals, such as job seeking or knowledge gathering.