Co-authorship neighborhood
Samuel Verboomen's displayed neighborhood
6 of 6 direct collaborators shown.
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Ordered author table
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| Display order | Author | Role | Distinct papers | Unique collaborators | Weighted degree | Active span |
|---|---|---|---|---|---|---|
| 1 | Samuel Verboomen | Focal | 1 | 6 | 6.0 | 2026 |
| 2 | Alesia Ivanova | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 3 | Kunal Bhatia | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 4 | Prannay Hebbar | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 5 | Selvam Palanimalai | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 6 | Vignesh Baskaran | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 7 | Yogendra Manawat | Direct collaborator | 1 | 6 | 6.0 | 2026 |
Displayed collaboration table
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| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Kunal Bhatia — Selvam Palanimalai | 1 | 1 | 0.167 |
| Kunal Bhatia — Vignesh Baskaran | 1 | 1 | 0.167 |
| Kunal Bhatia — Samuel Verboomen | 1 | 1 | 0.167 |
| Kunal Bhatia — Yogendra Manawat | 1 | 1 | 0.167 |
| Kunal Bhatia — Prannay Hebbar | 1 | 1 | 0.167 |
| Kunal Bhatia — Alesia Ivanova | 1 | 1 | 0.167 |
| Selvam Palanimalai — Vignesh Baskaran | 1 | 1 | 0.167 |
| Selvam Palanimalai — Samuel Verboomen | 1 | 1 | 0.167 |
| Selvam Palanimalai — Yogendra Manawat | 1 | 1 | 0.167 |
| Selvam Palanimalai — Prannay Hebbar | 1 | 1 | 0.167 |
| Selvam Palanimalai — Alesia Ivanova | 1 | 1 | 0.167 |
| Vignesh Baskaran — Samuel Verboomen | 1 | 1 | 0.167 |
| Vignesh Baskaran — Yogendra Manawat | 1 | 1 | 0.167 |
| Vignesh Baskaran — Prannay Hebbar | 1 | 1 | 0.167 |
| Vignesh Baskaran — Alesia Ivanova | 1 | 1 | 0.167 |
| Samuel Verboomen — Yogendra Manawat | 1 | 1 | 0.167 |
| Samuel Verboomen — Prannay Hebbar | 1 | 1 | 0.167 |
| Samuel Verboomen — Alesia Ivanova | 1 | 1 | 0.167 |
| Yogendra Manawat — Prannay Hebbar | 1 | 1 | 0.167 |
| Yogendra Manawat — Alesia Ivanova | 1 | 1 | 0.167 |
| Prannay Hebbar — Alesia Ivanova | 1 | 1 | 0.167 |
Graph construction and limits
Each distinct paper contributes an undirected pair for every two eligible identities in its deduplicated latest Semantic Scholar author list. Self-loops are removed. Solo papers count toward an author's paper total but create no edge. The selected display is an ego subgraph. Paper, collaborator, weighted-degree, and active-span metrics for every displayed node use the full filtered provider view; component size describes the focal author's component.
Immutable provider payloads are stored once. A separate receipt log records a later delivery of an earlier payload, so roster reversions remain visible. Exact duplicate receipts are idempotent. Equal timestamps use receipt insertion order as the tie-breaker.
Co-authorship records shared paper attribution only. It does not establish contribution size, research quality, influence, friendship, topic similarity, or citation relationships.