explicitbased

Explicitbased refers to a type of system, methodology, or approach that relies heavily on the explicit definition and utilization of rules, parameters, or information. In contrast to implicit or emergent systems, where knowledge or behavior is derived from patterns or interactions, explicitbased systems require that all relevant components be clearly stated and defined upfront. This can manifest in various fields.

In software development, an explicitbased approach might involve meticulously documenting all requirements, design specifications, and algorithms. This ensures that the system's logic is transparent and predictable. In artificial intelligence, explicitbased systems can include expert systems, where knowledge is encoded in the form of if-then rules provided by human experts. This contrasts with machine learning approaches that learn from data without explicit programming of every rule.

In business and management, an explicitbased strategy would involve clearly defined objectives, processes, and performance metrics. Decision-making is guided by pre-established policies and guidelines rather than intuition or evolving circumstances. The advantage of explicitbased systems often lies in their clarity, auditability, and ease of understanding, though they can sometimes be less flexible or adaptable to unforeseen situations compared to implicit or emergent approaches. The level of explicitness can vary, from highly detailed rule sets to more general but clearly defined parameters.