Class 07: Eigenvector Centrality

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  • เผยแพร่เมื่อ 19 ธ.ค. 2024

ความคิดเห็น • 16

  • @satyakiroy9493
    @satyakiroy9493 4 ปีที่แล้ว +1

    Beautifully done Mr. Ruths!

  • @ser0tonin
    @ser0tonin 4 ปีที่แล้ว +1

    Nicely explained!

  • @tanmayahmed4622
    @tanmayahmed4622 3 ปีที่แล้ว

    Thank you Sir. You have made it crystal clear

  • @MingshanJia
    @MingshanJia 3 ปีที่แล้ว

    Thank you, great explanation!

  • @rahulseetharaman4525
    @rahulseetharaman4525 3 ปีที่แล้ว

    Thank you for the wonderful lecture Sir.
    While writing the centrality vector X(t) as a product A^t * X(0), how do we initialize X(0), or rather, do we need to initialize X(0) ?
    My thinking was something along these lines.
    We just assume X(0) to be anything and eventually what we end up wanting is the eigen vector corresponding to the largest eigen value, and not even the multiplier term (since we are measuring relative centrality), the actual value of X(0) is moot ?
    Could you please clarify this?

  • @amirarsalanrajabi5171
    @amirarsalanrajabi5171 5 ปีที่แล้ว

    Helpful video, thanks

  • @mohamadabdulkarem206
    @mohamadabdulkarem206 3 ปีที่แล้ว

    Thank you so much for this great explanation, could you please explain why ignore lambda (t)*C1 what you mean by "only care about the relative centrality" which rule that justify that you can ignore absolute values

    • @HamidKarimiDS
      @HamidKarimiDS 3 ปีที่แล้ว +1

      Because centrality is essentially the "importance" of nodes (actors) in the network. Usually, we are interested in knowing which node is important than the other one. This importance does not change if centrality is multiplied by a constant factor. For instance, suppose in a social network, you want to give away a new product to the most important users, so they can influence others to buy the product... Then, the relative importance is all that matters...

    • @willievihaan6643
      @willievihaan6643 3 ปีที่แล้ว

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    • @philipbrady5914
      @philipbrady5914 3 ปีที่แล้ว

      @Willie Vihaan instablaster ;)

    • @willievihaan6643
      @willievihaan6643 3 ปีที่แล้ว

      @Philip Brady I really appreciate your reply. I got to the site on google and I'm waiting for the hacking stuff atm.
      Looks like it's gonna take a while so I will reply here later with my results.

    • @willievihaan6643
      @willievihaan6643 3 ปีที่แล้ว

      @Philip Brady It worked and I now got access to my account again. I'm so happy!
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  • @thomias8979
    @thomias8979 5 ปีที่แล้ว

    great explanation! :)

  • @elypsa964
    @elypsa964 4 ปีที่แล้ว

    good job :]

  • @ravikhinchi5078
    @ravikhinchi5078 4 ปีที่แล้ว

    thanks!