Table 5 AHP-based UD-ID mapping matrix for novice groups
Demand domain | Demand metric | Weight | Information density strategy | NS-XuPOnto | Justification |
|---|---|---|---|---|---|
System performance | C16 | 0.0731 | Cultural value match | E7_Activity | Uses the same class as the expert version but filtered for cultural significance over technical detail to support novice understanding. |
Spatio-temporal analysis | C5 + C6 | 0.1817 | Spotlight on cultural symbols | E53_Place | Focuses on the cultural and symbolic meaning of locations aligns with the narrative-centric cognitive style of novices. |
Semantic processing | C7 | 0.0294 | Cross-modal correlation | E28_Conceptual_Object | Provides stable conceptual anchors to simplify the understanding of complex terms across modalities. |
Technical applications | C9 + C10 | 0.0267 | Lightweight interaction portal | E39_Actor | Offers a simplified, story-centric view of artisans as cultural figures, minimizing technical jargon. |
Data management | C3 | 0.0327 | Cognitive tour | xup:CulturalGuide | A predefined, curated path (CulturalGuide) prevents confusion by offering a linear narrative for exploration. |
User services | C14 | 0.0257 | Dynamic density adaptation | E73_Information_Object | Applied the same mechanism as the expert matrix but with a lower cognitive load threshold, ensuring information is presented in manageable amounts. |
