How to Analyze Knowledge Graphs using Network Science | Obsidian and InfraNodus

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  • เผยแพร่เมื่อ 6 ต.ค. 2024

ความคิดเห็น • 15

  • @noduslabs
    @noduslabs  วันที่ผ่านมา

    Try it on infranodus.com
    0:00 What you will learn
    1:24 Generating a knowledge graph from Obsidian's text file
    2:16 Force atlas layout - revealing context and clusters
    4:20 Modularity metrics - community structure
    5:40 💡Finding gaps and connecting them to improve graph connectivity
    7:20 💡 Cognitive variability method - see more on
    8:11 Using AI to improve graph's connectivity
    9:16 Concept (graph node) analysis
    10:00 💡 Betweenness centrality - the measure of influence in a network- and the social network analogy
    12:48 Connections between pages in Obsidian's vault as an example
    13:44 Another demo of betweenness centrality
    14:02 💡 Top relations (bigrams) - using them to discover hidden content
    15:20 Using Dot Graph text representation of a graph to build a ChatGPT diagram
    16:14 💡 Remove underlying ideas - cutting off the top layer of ideas to reveal what's hiding underneath
    17:08 Analyzing the topical trends - timeline analysis of a graph
    18:50 Where to get advanced graph metrics (main InfraNodus version)

  • @christopherd.winnan8701
    @christopherd.winnan8701 วันที่ผ่านมา +1

    Amazing cutting edge application! I look forward to a time when it is more widely available to a larger community.

    • @noduslabs
      @noduslabs  วันที่ผ่านมา

      Thanks! What do you mean by more widely available by the way?

    • @christopherd.winnan8701
      @christopherd.winnan8701 วันที่ผ่านมา

      @@noduslabs - More accessible to more users.

  • @kennethtaylor5225
    @kennethtaylor5225 วันที่ผ่านมา

    Your best video, yet!!!

  • @muratklc4652
    @muratklc4652 วันที่ผ่านมา

    very nice

  • @matveyshishov6339
    @matveyshishov6339 11 ชั่วโมงที่ผ่านมา

    Hey Dmitry, this looks great! I use Obsidian a lot, so I guess this is why TH-cam recommended me this video.
    Do you have plans for something less automated?
    My use case is very different, but I keep hoping to see someone implement a professional graph analysis solution for it (right now I have a mish mash of my own tools, formats and pipelines).
    With your examples, it's all very dynamic, I assume you're targeting initial analysis, or insight extraction, or ideation, or other statistical processing, something like that (I'm not sure, so please forgive me if I'm wrong).
    In my workflows this is a very rare situation, for a very brief time interval, just orienting myself around some body of textual data (maybe a set of papers or smth).
    Most of the time, I need to have stable, editable, versioned views. I don't want nodes to jump around, I want to remember where I left them the last time. I don't want anything extracted randomly, I want to freeze some part and augment with some new subgraph. And so on. I want to be able to manually add/remove/edit subgraphs.
    Are you going to have functionality like this?

    • @noduslabs
      @noduslabs  2 ชั่วโมงที่ผ่านมา

      Thank you for this feedback! Well, actually the nodes' positions look exactly the same every time you open your Obsidian files. So you can always orient yourself around your content. Same goes for the folder views. You can just set up to look at the [[wiki links]] only, so the view will be quite stable.
      When you're talking about "freezing the graph" and augmenting it with another one, could you please elaborate what you mean, so I can understand it better? Thank you!

  • @Olaf_Schwandt
    @Olaf_Schwandt วันที่ผ่านมา +2

    Wich video is this with the introduction in InfraNodus, so that I can understand how I need to work with it and to know what capabilities it has.

    • @noduslabs
      @noduslabs  วันที่ผ่านมา

      This one is a pretty good intro in a similar direction: th-cam.com/video/XkVtGS-v_7k/w-d-xo.htmlsi=_9EPehVSZwssrd_z

    • @noduslabs
      @noduslabs  วันที่ผ่านมา

      Also this is an intro to InfraNodus interface: th-cam.com/video/vOG9XBStUr8/w-d-xo.htmlsi=uWjBCk-BLo0v8NVe

    • @Olaf_Schwandt
      @Olaf_Schwandt วันที่ผ่านมา

      @@noduslabs thank you

    • @Olaf_Schwandt
      @Olaf_Schwandt วันที่ผ่านมา

      @@noduslabs thank you

  • @hongmeixie409
    @hongmeixie409 วันที่ผ่านมา

    I am thinking about how to visualise the literature review matrix using this tool to categorise the themes and identify the gaps in the literature. Can you make a video on it.

    • @noduslabs
      @noduslabs  วันที่ผ่านมา

      Sure can you please give an example of how the data looks like? Maybe some sample files?