Page Rank Algorithm using Matrix

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  • Опубліковано 18 лис 2024

КОМЕНТАРІ • 24

  • @jiezou8697
    @jiezou8697 3 роки тому

    Thank you for the video, it is very helpful when seeing the actual calculation goes behind the theory.

  • @divyaamin2263
    @divyaamin2263 4 роки тому +4

    Hi ma'am, can we think of the whole value in the matrix thing as a weight you give to each outbound link such that the weights when added up equal to 1? Let's say A has 2 outbound links so the weight to each outbound link from A would be 1/2.

  • @madonnapereira5036
    @madonnapereira5036 6 років тому +2

    Hello ma'am,
    can u plz upload a video on how to calculate page rank by removing dead ends and spider web with a solved example
    Thanks.

  • @dhonidamaka5013
    @dhonidamaka5013 3 роки тому +2

    How to choose dampening factor mam?

  • @pragyatjyotibaruah6061
    @pragyatjyotibaruah6061 3 роки тому

    Very helpful video Maa'm. Thank you!!

  • @sandeepkulkarni8654
    @sandeepkulkarni8654 7 років тому

    Hello Mam. In the book formula is given as: d*M*v + (1-d)*e/n. So which one should we prefer as answers are coming different

    • @AnuradhaBhatia
      @AnuradhaBhatia  7 років тому

      Sandeep KulkarniHi,
      The answer will come different, as the formula you are referring to is for spider web and taxation.
      I have done the simplest which considers the web graph with teleport factor.
      The various methods are there, for removing cycles and sink nodes and then calculating it too.

    • @sandeepkulkarni8654
      @sandeepkulkarni8654 7 років тому

      So when should we refer that spider and taxation formula?

    • @yuvasreeadhithan7486
      @yuvasreeadhithan7486 7 років тому

      Mam,if teleport factor is not given what we do ??

  • @VirenJoshiOfficial
    @VirenJoshiOfficial 5 років тому

    Ma'am in exam either this method or other formula is suffice for solving the sum ?

    • @AnuradhaBhatia
      @AnuradhaBhatia  5 років тому

      Yes.. All the BEST

    • @VirenJoshiOfficial
      @VirenJoshiOfficial 5 років тому +1

      Alright ma'am thank you so much !! I will go with your formulae method (1-d) + d(PR(Ti)/C(Ti) +....) it is much easier :)

  • @reena9393
    @reena9393 5 років тому

    In another video you used matrix*initial vector.. which method to use?

    • @AnuradhaBhatia
      @AnuradhaBhatia  5 років тому +1

      Any one

    • @reena9393
      @reena9393 5 років тому +1

      @@AnuradhaBhatia ma'am I have another doubt, while finding page rank using bmv+(1-b)e/n.. what should the initial value of vector v be? 1 or 1/n?

    • @AnuradhaBhatia
      @AnuradhaBhatia  5 років тому

      @@reena9393 1...

    • @reena9393
      @reena9393 5 років тому

      @@AnuradhaBhatia thankyou ma'am

  • @siddharthshah1970
    @siddharthshah1970 7 років тому

    mam the answer using random surfer is coming different from this method

    • @AnuradhaBhatia
      @AnuradhaBhatia  7 років тому +1

      Hi,
      Yes it will, I have explained in the video for the same.
      BEST OF LUCK.

    • @siddharthshah1970
      @siddharthshah1970 7 років тому

      Anuradha Bhatia which method should we stick to?
      in previous year question paper a graph was given and we were told to calculate page rank of each node after 2nd iteration.
      I have 3 methods in front of me.
      one is random surfer
      other is the above one
      3rd is the formula v'=BMV-(1-B)e/n

    • @AnuradhaBhatia
      @AnuradhaBhatia  7 років тому

      Hi Siddharth,
      Preferably, the page rank with the teleport factor till two iterations with PR(A) = (1-d) + d(PR(Ti)/C(Ti) +…+PR(Tn)/C(Tn))
      BEST OF LUCK.

    • @siddharthshah1970
      @siddharthshah1970 7 років тому

      Anuradha Bhatia is it correct that the 3rd formula I mentioned is only to be used in spider ends problem?

  • @nikhilkukreja8498
    @nikhilkukreja8498 7 років тому

    Thank you mam :)

  • @mahim-um2ws
    @mahim-um2ws 6 років тому +1

    hello mam page rank algorithm english and hindi two language plz