Natural language searching allows you to search just like you would ask someone in a conversation. It's commonly used in web searches, search engines, and AI chatbots. These searches often take the form of questions, such as:
When conducting research for academic or professional projects, a planned approach is essential. Academic research typically involves using databases. According to Britannica (2025), a database is “any collection of data or information, specially organized for rapid search and retrieval by a computer.”
To maximize your database searches, it’s helpful to understand strategies that work across most databases. Common search approaches include keyword, natural language, subject/controlled vocabulary, and combined methods. While many databases support multiple strategies, some are optimized for specific approaches. This guide emphasizes keyword searching.
Many library databases offer built-in help guides that recommend search techniques tailored to each specific database. The following sections will outline tips for using these key search strategies.
In database searching, keywords are defined as "single words or short phrases that can be combined in various ways to retrieve different search results" (University of Houston Libraries).
Students often struggle to find the "best words" for effective searches. The key to successful keyword searching is experimentation—try using synonyms and related terms to refine your results. (See the explanation and examples of how OR works in database searches.)
When preparing a keyword search, focus on the essential terms in your research question or topic description. For example, for the question, "What are common characteristics of children diagnosed with autism?", you might identify the following necessary words as keywords.
Typically, omit small words like "the," "of," "as," and question words (what, how). To avoid biasing your search, also exclude judgment words (e.g., best, worst, advantages) (Walden University Library). If you choose to include judgment words, ensure you conduct searches that cover both sides of the issue (e.g., common vs. unusual, best vs. worst, advantages vs. disadvantages).
Check out these tips for other functions you can use to get the most out of your searches. (Note: Versions of these approaches work across most library-provided databases.)