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Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review. How this is built →

Co-authorship neighborhood

A bounded, provider-scoped projection of shared papers in this corpus. It is not a map of importance, influence, intellectual similarity, geography, or causal relationships.

Reza Farahani's displayed neighborhood

6 of 6 direct collaborators shown.

View profile
1Distinct papers
6Unique collaborators
6.0Full weighted degree
2026Active span
8Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Reza Farahani A deterministic circular layout of the focal author and up to 20 direct collaborators. Edge thickness represents full shared-paper weight. An ordered table follows the graphic. Reza Farahani Alaa Saleh Ilir Murturi Lauri Lov'en Miguel Bordallo L'opez Praveen Kumar Donta S. Dustdar
Circular placement is deterministic and only prevents overlap. Proximity and direction do not measure intellectual, geographic, social, or causal distance. Square = focal author; circles = collaborators; labels identify the focal and highest-weight neighbors.

Ordered author table

Scroll the table horizontally to see every column.

Accessible table equivalent for nodes in the displayed subgraph, ordered with the focal author first and collaborators by selected edge weight. Metrics use each node's full filtered provider scope, not only displayed edges.
Display orderAuthorRoleDistinct papersUnique collaboratorsWeighted degreeActive span
1 Reza Farahani Focal 1 6 6.0 2026
2 Alaa Saleh Direct collaborator 1 6 6.0 2026
3 Ilir Murturi Direct collaborator 1 6 6.0 2026
4 Lauri Lov'en Direct collaborator 3 7 7.0 2026
5 Miguel Bordallo L'opez Direct collaborator 1 6 6.0 2026
6 Praveen Kumar Donta Direct collaborator 1 6 6.0 2026
7 S. Dustdar Direct collaborator 1 6 6.0 2026

Displayed collaboration table

Scroll the table horizontally to see every column.

Undirected co-authorship edges among displayed authors. Each pair is listed once.
Author pairShared papersFull weightFractional weight
Alaa Saleh — S. Dustdar110.167
Alaa Saleh — Ilir Murturi110.167
Alaa Saleh — Lauri Lov'en110.167
Alaa Saleh — Praveen Kumar Donta110.167
Alaa Saleh — Miguel Bordallo L'opez110.167
Alaa Saleh — Reza Farahani110.167
S. Dustdar — Ilir Murturi110.167
S. Dustdar — Lauri Lov'en110.167
S. Dustdar — Praveen Kumar Donta110.167
S. Dustdar — Miguel Bordallo L'opez110.167
S. Dustdar — Reza Farahani110.167
Ilir Murturi — Lauri Lov'en110.167
Ilir Murturi — Praveen Kumar Donta110.167
Ilir Murturi — Miguel Bordallo L'opez110.167
Ilir Murturi — Reza Farahani110.167
Lauri Lov'en — Praveen Kumar Donta110.167
Lauri Lov'en — Miguel Bordallo L'opez110.167
Lauri Lov'en — Reza Farahani110.167
Praveen Kumar Donta — Miguel Bordallo L'opez110.167
Praveen Kumar Donta — Reza Farahani110.167
Miguel Bordallo L'opez — Reza Farahani110.167

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.