Trust-Aware Feed Ranking for Scholarly Collaboration Networks
We study how follow edges, review quality, graph proximity and freshness can be blended into an explainable feed optimized for high-signal research discovery.
Community
Trusted Review Circle
Invite-only calibration circle for structured reviews, trust signals and moderation quality.
0members
0discussion threads
2pinned works
0community reviews
Membership
Join, stay read-only, or operate the circle
invite onlyrestricted
Operating style
Rules and scope
Keep feedback concrete, declare conflicts and keep the signal-to-noise ratio high.
Independent circle
Community graph
See the circle around this community
Inspect pinned work, adjacent people and nearby institutions directly here before opening a wider graph slice.
Drag to move the map, use wheel or controls to zoom.Selected community: Trusted Review Circle
communitysignal 103 adjacent
Trusted Review Circle
invite only
Discussions
0 thread(s)
No discussion threads yet. The first precise question can set the tone.
Pinned papers
2 context work(s)
Reviews
0 structured review(s)
No structured reviews yet. High-signal critique starts here.