Update modules/studentact/current_situation_analysis.py

modules/studentact/current_situation_analysis.py

@@ -95,9 +95,29 @@ def get_dependency_depths(token, depth=0):
         depths.extend(get_dependency_depths(child, depth + 1))
     return depths
 
-def normalize_score(value, optimal_value=1.0, range_factor=2.0):
-    """Normaliza un valor a un score entre 0 y 1"""
-    return 1 / (1 + abs(value - optimal_value) / range_factor)
+def normalize_score(value, optimal_value=1.0, range_factor=2.0, optimal_length=None):
+    """
+    Normaliza un valor a una escala de 0-1.
+    Args:
+        value: Valor a normalizar
+        optimal_value: Valor óptimo de referencia 
+        range_factor: Factor para ajustar el rango
+        optimal_length: Longitud óptima (opcional)
+    """
+    try:
+        if optimal_length is not None:
+            # Usar optimal_length si está definido
+            diff = abs(value - optimal_length)
+            max_diff = optimal_length * range_factor
+            return 1.0 - min(diff / max_diff, 1.0)
+        else:
+            # Usar optimal_value por defecto
+            diff = abs(value - optimal_value) 
+            max_diff = optimal_value * range_factor
+            return 1.0 - min(diff / max_diff, 1.0)
+    except Exception as e:
+        logger.error(f"Error en normalize_score: {str(e)}")
+        return 0.0
 
 
 # Funciones de generación de gráficos