Cataloging, Classification, and Knowledge Management: The Battle for Effective Information Organization and Retrieval

Cataloging, Classification, and Knowledge Management: The Battle for Effective Information Organization and Retrieval

In the world of information management, cataloging and classification play crucial roles in organizing and retrieving knowledge. Whether it's physical items on a shelf or digital files in a computer system, classification determines where things belong, while cataloging assigns subject headings, aliases, or tags to them. While tagging can be useful, it lacks control and meaning, leading to a breakdown of organization. As one article aptly put it, "a controlled term is worth a thousand tags." Therefore, it is essential to favor controlled vocabularies and classification systems whenever possible.

On the other hand, in the realm of game development, directors face a different kind of battle. Creating an engaging and successful game requires a delicate balance between exploring fun elements and managing anxiety. The process of game development often entails numerous iterations and the need to make tough decisions amidst uncertainty. Contrary to the general image of directors simply discussing and finalizing specifications, the reality is that they constantly plan many detailed strategies, knowing that around 30% to 70% of them will fail. It is the director's role to navigate through failures, make decisions in the face of uncertainty, and maintain a facade of confidence to reassure their team.

However, this constant struggle with uncertainty can lead to doubts among team members. When plans fail, they may question whether the director is the right person to follow or if the current path is the correct one. This aspect of managing anxiety and uncertainty becomes particularly challenging when dealing with a nation like Japan, where it has been observed that its citizens easily succumb to anxiety. Perhaps the Japanese affinity for cute things stems from a subconscious desire to escape from anxiety. In contrast, Western cultures may not seek cute things as much because they do not experience the same level of underlying anxiety.

In order to evaluate and analyze game design effectively, the MDA framework divides the essence of games into three stages: Mechanics, Dynamics, and Aesthetics. Mechanics refer to the fundamental algorithms and mechanisms of the game, Dynamics represent the emergent behaviors that arise from the mechanics, and Aesthetics capture the emotions and experiences evoked in players. By linguistically expressing and modeling these components, the framework becomes a valuable tool for game designers to assess and research game design.

Creating an engaging game often requires multiple iterations, but excessive redesign can destabilize both the team and the project. The key is to strike a balance and explore the essence of fun within a reasonable timeframe. However, what happens when an unexpectedly brilliant idea arises midway through the project, rendering the previously ordered design unusable? In such situations, the director may need to make the difficult decision of either discarding the invention or abandoning the existing design (along with the associated budget and timeframe). It is impossible to find a one-size-fits-all answer that satisfies everyone, including the design commissioner and external collaborators. Even renowned companies like Disney and Pixar employ methods that are far from perfect and may lead to the potential collapse of a project. When striving to create a great game, there is no escaping these challenges.

The more exceptional a creation is, the higher the percentage of discarded content becomes. In fact, this rate can reach anywhere from 95% to 60%. Creating products based on false information hinders the ability to approach the essence effectively, making it essential to confront reality as a team rather than resorting to deception. This is why building a resilient team that can collectively assess objectives and reality becomes crucial.

In conclusion, effective knowledge management relies on the principles of cataloging and classification, which ensure organized and meaningful information retrieval. Similarly, game development requires directors to navigate the delicate balance between exploring fun elements and managing anxiety. By utilizing frameworks like MDA, teams can evaluate and analyze game design effectively. However, it is essential to remember that the path to success often involves discarding ideas and facing uncertainty head-on. To navigate these challenges, here are three actionable pieces of advice:

1. Embrace controlled vocabularies and classification systems to organize and retrieve knowledge effectively.
2. Foster a resilient team that can confront reality and collectively assess objectives and challenges.
3. Strike a balance between exploring fun elements and managing anxiety in game development, avoiding excessive redesign while still pursuing the essence of engagement.