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.

Provider view Date basis From year Through year Paper source Assessment theme Claim outcome Edge weighting Maximum neighbors

Hyojin Cho's displayed neighborhood

11 of 11 direct collaborators shown.

View profile

1Distinct papers

11Unique collaborators

11.0Full weighted degree

—Active span

12Component size

Scroll the diagram horizontally to inspect every displayed node.

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 order	Author	Role	Distinct papers	Unique collaborators	Weighted degree	Active span
1	Hyojin Cho	Focal	1	11	11.0	Unavailable
2	Hwi-yeol Yun	Direct collaborator	1	11	11.0	Unavailable
3	Hyeonseok Kang	Direct collaborator	1	11	11.0	Unavailable
4	Hyunjung Lee	Direct collaborator	1	11	11.0	Unavailable
5	Jae Hyun Kim	Direct collaborator	1	11	11.0	Unavailable
6	Jung-woo Chae	Direct collaborator	1	11	11.0	Unavailable
7	Min-Gul Kim	Direct collaborator	1	11	11.0	Unavailable
8	S. Jung	Direct collaborator	1	11	11.0	Unavailable
9	Sangmin Park	Direct collaborator	1	11	11.0	Unavailable
10	Soyoung Lee	Direct collaborator	1	11	11.0	Unavailable
11	Sungwoo Goo	Direct collaborator	1	11	11.0	Unavailable
12	W. Jung	Direct collaborator	1	11	11.0	Unavailable

Displayed collaboration table

Scroll the table horizontally to see every column.

Undirected co-authorship edges among displayed authors. Each pair is listed once.
Author pair	Shared papers	Full weight	Fractional weight
Hyeonseok Kang — W. Jung	1	1	0.091
Hyeonseok Kang — Hyojin Cho	1	1	0.091
Hyeonseok Kang — Hwi-yeol Yun	1	1	0.091
Hyeonseok Kang — Min-Gul Kim	1	1	0.091
Hyeonseok Kang — S. Jung	1	1	0.091
Hyeonseok Kang — Soyoung Lee	1	1	0.091
Hyeonseok Kang — Sangmin Park	1	1	0.091
Hyeonseok Kang — Hyunjung Lee	1	1	0.091
Hyeonseok Kang — Jae Hyun Kim	1	1	0.091
Hyeonseok Kang — Jung-woo Chae	1	1	0.091
Hyeonseok Kang — Sungwoo Goo	1	1	0.091
W. Jung — Hyojin Cho	1	1	0.091
W. Jung — Hwi-yeol Yun	1	1	0.091
W. Jung — Min-Gul Kim	1	1	0.091
W. Jung — S. Jung	1	1	0.091
W. Jung — Soyoung Lee	1	1	0.091
W. Jung — Sangmin Park	1	1	0.091
W. Jung — Hyunjung Lee	1	1	0.091
W. Jung — Jae Hyun Kim	1	1	0.091
W. Jung — Jung-woo Chae	1	1	0.091
W. Jung — Sungwoo Goo	1	1	0.091
Hyojin Cho — Hwi-yeol Yun	1	1	0.091
Hyojin Cho — Min-Gul Kim	1	1	0.091
Hyojin Cho — S. Jung	1	1	0.091
Hyojin Cho — Soyoung Lee	1	1	0.091
Hyojin Cho — Sangmin Park	1	1	0.091
Hyojin Cho — Hyunjung Lee	1	1	0.091
Hyojin Cho — Jae Hyun Kim	1	1	0.091
Hyojin Cho — Jung-woo Chae	1	1	0.091
Hyojin Cho — Sungwoo Goo	1	1	0.091
Hwi-yeol Yun — Min-Gul Kim	1	1	0.091
Hwi-yeol Yun — S. Jung	1	1	0.091
Hwi-yeol Yun — Soyoung Lee	1	1	0.091
Hwi-yeol Yun — Sangmin Park	1	1	0.091
Hwi-yeol Yun — Hyunjung Lee	1	1	0.091
Hwi-yeol Yun — Jae Hyun Kim	1	1	0.091
Hwi-yeol Yun — Jung-woo Chae	1	1	0.091
Hwi-yeol Yun — Sungwoo Goo	1	1	0.091
Min-Gul Kim — S. Jung	1	1	0.091
Min-Gul Kim — Soyoung Lee	1	1	0.091
Min-Gul Kim — Sangmin Park	1	1	0.091
Min-Gul Kim — Hyunjung Lee	1	1	0.091
Min-Gul Kim — Jae Hyun Kim	1	1	0.091
Min-Gul Kim — Jung-woo Chae	1	1	0.091
Min-Gul Kim — Sungwoo Goo	1	1	0.091
S. Jung — Soyoung Lee	1	1	0.091
S. Jung — Sangmin Park	1	1	0.091
S. Jung — Hyunjung Lee	1	1	0.091
S. Jung — Jae Hyun Kim	1	1	0.091
S. Jung — Jung-woo Chae	1	1	0.091
S. Jung — Sungwoo Goo	1	1	0.091
Soyoung Lee — Sangmin Park	1	1	0.091
Soyoung Lee — Hyunjung Lee	1	1	0.091
Soyoung Lee — Jae Hyun Kim	1	1	0.091
Soyoung Lee — Jung-woo Chae	1	1	0.091
Soyoung Lee — Sungwoo Goo	1	1	0.091
Sangmin Park — Hyunjung Lee	1	1	0.091
Sangmin Park — Jae Hyun Kim	1	1	0.091
Sangmin Park — Jung-woo Chae	1	1	0.091
Sangmin Park — Sungwoo Goo	1	1	0.091
Hyunjung Lee — Jae Hyun Kim	1	1	0.091
Hyunjung Lee — Jung-woo Chae	1	1	0.091
Hyunjung Lee — Sungwoo Goo	1	1	0.091
Jae Hyun Kim — Jung-woo Chae	1	1	0.091
Jae Hyun Kim — Sungwoo Goo	1	1	0.091
Jung-woo Chae — Sungwoo Goo	1	1	0.091

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.