Dynamic Discovery
Empower researchers with on-site semantic search, driving engagement and extending the value of your content
Find What Matters, Faster
Dynamic Discovery transforms how researchers connect with scholarly content on the Silverchair Platform. It delivers more relevant results more quickly while strengthening publishers’ brands and showcasing the full value of their collections. Built on advanced RAG (retrieval-augmented generation) technology, Dynamic Discovery understands researchers’ questions in context. Instead of relying on perfect keywords, users can ask questions naturally and receive the most relevant articles, books, and conference papers with clear explanations of why each source was selected.
Publisher Benefits
- Drives Platform Traffic: All full-text access happens on your platform, reinforcing your brand and increasing usage metrics
- Preserves Access Control: Respects your subscription boundaries while creating new purchase opportunities
- Reveals Collection Value: Surfaces relevant content that might otherwise be overlooked in traditional searches
- Usage Intelligence: Provides insights into researcher interests and content utilization patterns
Researcher Benefits
- Intuitive Discovery: Find relevant sources without complex Boolean searches or specialized vocabulary
- Time Efficiency: Quickly identify the most relevant sources from large collections
- Transparent Relevance: Clear explanation of why each source was selected
- Contextual Understanding: The system understands research questions in context
- Seamless Access: Direct pathway to full text for entitled users
Dynamic Discovery works across your full content portfolio, surfacing relevant journal articles, book chapters, and conference proceedings regardless of subject area, and connecting related research that readers might not have found on their own. Older content gets a longer shelf life, highly specific material within longer works becomes more findable, and authenticated users are routed directly to the version of record.
And because Dynamic Discovery is built to complement your existing Silverchair-hosted platform — appearing prominently within it, carrying consistent branding, and returning users to their starting point after discovery — the experience feels like a natural extension of your platform rather than a detour away from it.
``Dynamic Discovery represents a fundamental shift in how researchers engage with scholarly content. By leveraging AI-powered discovery while ensuring all access occurs directly on publishers' platforms, we're simultaneously enhancing the researcher experience and strengthening the value proposition of our publishing partners' content collections. This solution reflects Silverchair's ongoing commitment to developing technology that both advances scholarship and supports the business objectives of our client community.`` —Will Schweitzer, Silverchair CEO