finding

active

finding:cluster-1-4-cluster-contrast-not-separateness-roughness-alternating-repetition-good-shape

Cluster 1 (4-cluster): CONTRAST, NOT-SEPARATENESS, ROUGHNESS, ALTERNATING REPETITION, GOOD SHAPE

First cluster of the four-cluster grouping, containing properties 9, 15, 11, 4, 6.

Source paper

extracted_from

Understanding Christopher Alexander's Fifteen Properties via Visualization and Analysis

(2014) · Iba, Takashi · Sakai, Shingo

Neighborhood — ranked by edge-count

Claims (1)

claim

Properties in each cluster appear to be similar or interrelated
supports
Interpretive claim that the statistically derived clusters reflect conceptual similarity or interdependence among the properties.

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Cluster 4 (4-cluster): SIMPLICITY AND INNER CALM, ECHOES, GRADIENTS, POSITIVE SPACEfinding0.885
Fourth cluster of the four-cluster grouping, containing properties 14, 12, 10, 5.
Cluster 2 (5-cluster): ROUGHNESS, ALTERNATING REPETITION, GOOD SHAPEfinding0.875
Second cluster of the five-cluster grouping, containing properties 11, 4, 6.
Cluster 2 (4-cluster): LOCAL SYMMETRIES, THE VOID, LEVELS OF SCALE, GOOD SHAPE, POSITIVE SPACEfinding0.851
Second cluster of the four-cluster grouping, containing properties 7, 13, 1, 6, 5.
Cluster 3 (4-cluster): BOUNDARIES, STRONG CENTERS, DEEP INTERLOCK AND AMBIGUITYfinding0.850
Third cluster of the four-cluster grouping, containing properties 3, 2, 8.
Correspondence analysis reveals four clusters of related properties: Cluster 1 (Contrast, Not-Separateness, Roughness, Alternating Repetition, Good Shape), Cluster 2 (Local Symmetries, The Void, Levels of Scale, Good Shape, Positive Space), Cluster 3 (Boundaries, Strong Centers, Deep Interlock and Ambiguity), Cluster 4 (Simplicity and Inner Calm, Echoes, Gradients, Positive Space).finding0.844
Statistical grouping of properties based on dependency patterns, enabling deeper understanding of their coherence and interaction.
Cluster 5 (5-cluster): SIMPLICITY AND INNER CALM, ECHOES, GRADIENTSfinding0.836
Fifth cluster of the five-cluster grouping, containing properties 14, 12, 10.
GOOD SHAPE appears in multiple clusters in both 4 and 5 cluster groupingsfinding0.807
Observation that property 'Good Shape' is not exclusive to one cluster, appearing in clusters 1 and 2 (4-cluster) or 2 and 3 (5-cluster).
k-means clusteringmethod0.782
Unsupervised feature-finding method using cluster centroid difference as feature direction