📕 subnode [[@flancian/agora abstracts]] in 📚 node [[agora-abstracts]]
📄 pushed from garden/flancian/the agora is a social knowledge graph.md by @flancian
  • #push [[agora abstracts]]
    • #pull [[social knowledge graph]] [[distributed knowledge graph]]
    • An Agora is a [[distributed knowledge graph]] provisioned and maintained by a community as a [[commons]].
      • The Agora can be said to be a [[social knowledge graph]] as it is a [[distributed knowledge graph]] produced in a social context and containing social information.
      • Whereas a [[personal knowledge graph]] usually contains resources authored or collected by a single person, and a wiki usually contains resources produced by a group, an Agora contains and integrates both personal and group resources.
      • Whereas a [[personal knowledge graph]] is usually maintained using a single [[personal knowledge management]] tool and stored in a single format, an Agora tends to be tool and format agnostic, trying to provide and follow the most general conventions.
    • Being a [[graph]], an Agora can be defined as a set of vertexes or [[nodes]] N (entities) and [[edges]] E (known links between entities, optionally annotated).
      • Agora [[nodes]] are defined by the set of known resources about the entity described by their title or other metadata.
        • A [[node]] is a community-maintained [[collection]] of voice-preserving individual [[subnodes]] defined by the resources contributed by a certain user or group.
      • Because links between two nodes in an Agora can be [[annotated]] (i.e. #tagged or qualified by other nearby links) and have multiplicity, the Agora is in fact a [[hypergraph]].
      • Individual agoras are expected to federate and organize into greater Agora networks, which are in themselves graph-like at a higher level.
    • On a system level, there exists a [[free]] and [[open source]] [[reference Agora]] that provides a minimum viable implementation for the [[underlay]], [[interlay]], [[overlay]] components of the [[distributed knowledge graph]].
      • In the reference Agora, links can be said to [[fan out]] by default in the sense that they are evaluated in social context in individual contributions (resulting in following a link sometimes surfacing more than what the individual author envisioned.)
      • We are using said reference Agora to refine the proposed system and run experiments.
      • Some hypotheses that we are testing:
        • Individual contributions can be made maximally useful to others on average when served best-effort in a social context at the only cost of adopting a default social stance (at little extra effort over baseline), and this mechanism benefits from network effects.
        • A [[knowledge commons]] model can provide utility to participating communities efficiently, as the cost of systemic integrations with a hub design such as the Agora can scale with O(N) instead of the O(N^2) provided by a naive full mesh.
        • Best effort social [[composition]] and [[integration]] of notes might be sufficient to surface yield higher level meaning and order, or at least significantly complement both taxonomic approaches (hierarchical) and individual-scoped eventual convergence (non hierarchical).
          • A composition of personal [[hierarchies]] yields a social [[heterarchy]].
          • The social context afforded by an Agora provides a path towards faster eventual convergence (that is, K people contributing to N nodes as categorized using loose or implicit personal ontologies can converge on useful emergent categories as K increases, at low individual effort).
        • Going from a set of voice-preserving [[individual contributions]] to a shared [[group resource]] might be an efficient way to foster opportunistic collaboration at scale.
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To see links, go up to full node [[agora-abstracts]].