Even with all the data produced daily, finding relevant information efficiently has become increasingly challenging. Traditional keyword-based search engines often yield overwhelming results, leaving users sifting through pages of irrelevant content. However, the integration of artificial intelligence (AI) with semantic search technologies is revolutionizing the way we navigate digital repositories. By understanding context, intent and relationships between words, AI-powered semantic search engines deliver more precise and relevant results, significantly enhancing findability in the vast sea of digital information. Search Engine Land brought this topic to our attention in their article, “Repurposing content with AI: Streamlining blog roundups and skyscraper posts.”
Semantic search goes beyond simple keyword matching, aiming to understand the meaning behind the query and the content being searched. Semantic search leverages AI algorithms to comprehend the context, intent and semantics of both the query and the content, enabling more nuanced and accurate retrieval of information.
The fusion of AI with semantic search represents a paradigm shift in information retrieval, offering unprecedented capabilities in understanding user intent, context and semantics. By harnessing the power of machine learning and natural language understanding, AI-powered semantic search engines enable users to navigate the digital information maze with precision and confidence. As these technologies continue to evolve, they hold the promise of revolutionizing how we interact with information, making knowledge more accessible and actionable than ever before.
The biggest challenge is that most organizations have little knowledge on how AI systems make decisions and how to interpret AI and machine learning results. Explainable AI allows users to comprehend and trust the results and output created by machine learning algorithms.
Melody K. Smith
| Data Harmony is an award-winning semantic suite that leverages explainable AI. |
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Sponsored by Access Innovations, the intelligence and the technology behind world-class explainable AI solutions.
