Topic properties with definitions and relevant criteria of bibliometric mapping algorithms
Properties of topics . | Definition . | Criteria for algorithm analysis . |
---|---|---|
Cohesion | Dense communication/Thematic similarity | Structures searched for (community definition) |
Cohesion-separation trade-off | ||
Various structural forms | Knowledge connected in different ways | Structures searched for |
User’s degrees of freedom | ||
Local | Researchers define topics | Use of local information |
Overlapping | One bibliometric entity belongs to several topics | Finding overlaps and hierarchies |
Variable size | Extent and degree of researchers’ engagement with a topic | Flexible size distribution |
Properties of topics . | Definition . | Criteria for algorithm analysis . |
---|---|---|
Cohesion | Dense communication/Thematic similarity | Structures searched for (community definition) |
Cohesion-separation trade-off | ||
Various structural forms | Knowledge connected in different ways | Structures searched for |
User’s degrees of freedom | ||
Local | Researchers define topics | Use of local information |
Overlapping | One bibliometric entity belongs to several topics | Finding overlaps and hierarchies |
Variable size | Extent and degree of researchers’ engagement with a topic | Flexible size distribution |