Co-authorship neighborhood
E. Ceesay's displayed neighborhood
4 of 4 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 | E. Ceesay | Focal | 1 | 4 | 4.0 | Unavailable |
| 2 | Alasana Gitteh | Direct collaborator | 1 | 4 | 4.0 | Unavailable |
| 3 | B. Bojang | Direct collaborator | 1 | 4 | 4.0 | Unavailable |
| 4 | Cosimo Magazzino | Direct collaborator | 1 | 4 | 4.0 | Unavailable |
| 5 | M. Jallow | Direct collaborator | 1 | 4 | 4.0 | Unavailable |
Displayed collaboration table
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| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| E. Ceesay — M. Jallow | 1 | 1 | 0.25 |
| E. Ceesay — B. Bojang | 1 | 1 | 0.25 |
| E. Ceesay — Cosimo Magazzino | 1 | 1 | 0.25 |
| E. Ceesay — Alasana Gitteh | 1 | 1 | 0.25 |
| M. Jallow — B. Bojang | 1 | 1 | 0.25 |
| M. Jallow — Cosimo Magazzino | 1 | 1 | 0.25 |
| M. Jallow — Alasana Gitteh | 1 | 1 | 0.25 |
| B. Bojang — Cosimo Magazzino | 1 | 1 | 0.25 |
| B. Bojang — Alasana Gitteh | 1 | 1 | 0.25 |
| Cosimo Magazzino — Alasana Gitteh | 1 | 1 | 0.25 |
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.