Posts Tagged ‘Taxonomies’
Monsters, Metadata and the Magic of Findability
As a cinephile, I appreciate a horror mash-up: haunted houses, ancient curses and people who apparently cannot recognize that the basement is a terrible idea. Add taxonomy to the mix and suddenly my love of films meets my appreciation for organized information. Truly, a monster worth creating. This fun but important topic came to us…
Read MoreAI Didn’t Replace Taxonomies – It Made Them More Useful
Every few years, a new technology arrives and someone declares an older discipline dead. With artificial intelligence (AI), taxonomies have become a frequent target. Why spend time organizing information into agreed-upon categories when a model can read a document, identify its subject and answer a question in seconds? It is a reasonable question. AI can…
Read MoreThe More Technology Changes, the More Findability Matters
Over the past decade, emerging technologies have transformed nearly every aspect of how we create, manage and access information. Artificial intelligence (AI), machine learning, cloud computing, automation and natural language processing have shifted from futuristic concepts to everyday business tools. Entire industries have been rebuilt around predictive analytics, generative AI and massive-scale data processing. Information…
Read MoreBuilding a Data Culture People Will Actually Use
Let’s be honest. Most people do not wake up excited about data governance. No one is lighting candles around a beautifully organized spreadsheet whispering, “Ah yes, metadata.” But organizations that treat data seriously almost always function better, move faster and make smarter decisions. This important topic came to us from CIO in their article, “What…
Read MoreRecords Retention in the Age of AI: Why Taxonomy Still Reigns Supreme
In a world increasingly shaped by artificial intelligence (AI), records retention has moved from back-office obligation to strategic necessity. AI systems thrive on data, but not just any data—relevant, accurate, well-structured data. Without intentional retention policies, organizations risk feeding their AI outdated, redundant or even harmful information, leading to flawed outputs and questionable decisions. This…
Read MoreRetrieval Augmented Generation and the Role of Taxonomies in AI
Retrieval Augmented Generation (RAG), is becoming an important approach in the development of reliable artificial intelligence (AI) systems. While large language models are powerful tools for generating natural language responses, they are often limited by the information contained in their training data. RAG improves this process by connecting language models with external knowledge sources so…
Read MoreWhy Controlled Vocabularies and Taxonomies Matter for Automated Indexing
As organizations increasingly rely on machine assisted and fully automated indexing, the structure behind their information becomes just as important as the content itself. Automated systems are fast and scalable, but they are only as effective as the language frameworks guiding them. Without a controlled vocabulary or a full taxonomy in place, indexing efforts risk…
Read MoreLet the Taxonomy Shine
The digital age has given organizations an unprecedented volume of data. However, without structure, that abundance can quickly turn into confusion. The ability to manage and organize knowledge effectively determines whether information serves as a strategic asset or becomes an operational obstacle. KM World brought this important topic to our attention in their article, “Taxonomies…
Read MoreTaxonomy, Thesaurus, or Ontology? – Clearing the Confusion, Part Two
In this part of our explanation of taxonomies, thesauri, and ontologies, we will refer to them collectively as “structured vocabularies.” They are also referred to as Knowledge Organization Systems (KOS). For a field which tries to contain and streamline language we certainly have a lot of variations in the naming! Access Innovations builds structured vocabularies…
Read MoreBetter Data, Better Results
We’ve all been there. You’re trying to find something on a website or internal system with no success. Endless scrolling, wrong search results, total frustration. If your customers or teams can’t find what they need quickly, they’re not going to stick around. That’s where a custom taxonomy can shine. Solutions Review brought us this interesting…
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