Co-authorship neighborhood
M. Arif's displayed neighborhood
5 of 5 direct collaborators shown.
Scroll the diagram horizontally to inspect every displayed node.
Ordered author table
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| Display order | Author | Role | Distinct papers | Unique collaborators | Weighted degree | Active span |
|---|---|---|---|---|---|---|
| 1 | M. Arif | Focal | 1 | 5 | 5.0 | 2026 |
| 2 | Habibor Rahman Rabby | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 3 | M. F. Mridha | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 4 | Md Iftekhar Monzur Tanvir | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 5 | Md.Jakir Hossen | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 6 | Nusrat Yasmin Nadia | Direct collaborator | 1 | 5 | 5.0 | 2026 |
Displayed collaboration table
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| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Md.Jakir Hossen — M. F. Mridha | 1 | 1 | 0.2 |
| Md.Jakir Hossen — Nusrat Yasmin Nadia | 1 | 1 | 0.2 |
| Md.Jakir Hossen — Md Iftekhar Monzur Tanvir | 1 | 1 | 0.2 |
| Md.Jakir Hossen — M. Arif | 1 | 1 | 0.2 |
| Md.Jakir Hossen — Habibor Rahman Rabby | 1 | 1 | 0.2 |
| M. F. Mridha — Nusrat Yasmin Nadia | 1 | 1 | 0.2 |
| M. F. Mridha — Md Iftekhar Monzur Tanvir | 1 | 1 | 0.2 |
| M. F. Mridha — M. Arif | 1 | 1 | 0.2 |
| M. F. Mridha — Habibor Rahman Rabby | 1 | 1 | 0.2 |
| Nusrat Yasmin Nadia — Md Iftekhar Monzur Tanvir | 1 | 1 | 0.2 |
| Nusrat Yasmin Nadia — M. Arif | 1 | 1 | 0.2 |
| Nusrat Yasmin Nadia — Habibor Rahman Rabby | 1 | 1 | 0.2 |
| Md Iftekhar Monzur Tanvir — M. Arif | 1 | 1 | 0.2 |
| Md Iftekhar Monzur Tanvir — Habibor Rahman Rabby | 1 | 1 | 0.2 |
| M. Arif — Habibor Rahman Rabby | 1 | 1 | 0.2 |
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.