entity · derived
Citation graphs
Derived node: assembled mechanically from the claims carrying citation-graphs. A roster, not an adjudicated definition.
Every claim under this term
- 6192998-014 : The 2018 framework contained a citation graph concept, but its mathematics were underdeveloped and no game theoretic analysis established incentives for honest citation.
- 6192998-019 : Multi agent competitive collaboration captures a diversity dividend worth more than half a standard deviation of quality improvement while enabling attribution through citation graphs.
- 6192998-022 : Without granular attribution a meaningful citation graph cannot be constructed, because the system cannot record which dimension of a contribution was valuable, for example strong conceptual innovatio
- 6192998-024 : Citations should be mandatory and constrained to sum to one, which prevents arbitrary weighting, and citation honesty should be established as a game theoretic equilibrium rather than assumed.
- 6192998-033 : In mature knowledge domains using citation weighted reputation, foundational contributors will accumulate ten to one hundred times more reputation than equivalent quality incremental contributors, and
- 6192998-040 : Systems without citation graphs will fail to price foundational contributions correctly, producing market failure through underproduction of foundational work as agent generated knowledge increasingly