Formal Concept Analysis

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  • Опубліковано 25 вер 2024

КОМЕНТАРІ • 21

  • @mikaackermann4072
    @mikaackermann4072 Рік тому +5

    Das Video hat mir sehr gefallen. Gerne mehr! :)

    • @sumandproduct
      @sumandproduct  Рік тому +1

      Vielen Dank! 🙏
      Hatte mir mal eingebildet, vor Ende des Jahres noch eins zu schaffen. Aber mal schaun... 😅

  • @warrenmanuel7183
    @warrenmanuel7183 9 місяців тому +1

    Thank you for the amazing video ! I'm planning to use FCA to create concept heirarchies and this was a great primer on the subject coming from a non-mathematical background ! Cheers

  • @PradaLuivitonovich
    @PradaLuivitonovich 11 місяців тому +1

    Hello! Thank you so much for the video. Please clarify one moment:
    Is it mistake in 1st Concept Lattice? There is [ (Bo,Fa,Ti) (HDMI) ]. But should be [ (Ch,Fa,Ti) (HDMI) ] instead. Respectively, down in lattice: should be [ (Ch) (CD, HDMI, bio) ].
    Pls, correct me if I'm wrong.

    • @sumandproduct
      @sumandproduct  11 місяців тому

      Yeah, you're right. Very weird... Guess I shuffled a few rows around late in the production of the video and didn't update the labels...

    • @PradaLuivitonovich
      @PradaLuivitonovich 10 місяців тому

      @@sumandproduct Got it, thank you!

  • @ZinzinsIA
    @ZinzinsIA 8 місяців тому +1

    Amazing thank you very much ! just a little question your animations are really nice and smooth, how do you manage to do that ? is it a particular software or clever use of powerpoint + editing software or others ?

    • @sumandproduct
      @sumandproduct  7 місяців тому +2

      Thank you! All animations are made with cindyjs.org/ . Since it isn't designed as an animation tool, I do lots of custom code as well, though.

  • @ilhomsadriddinov3627
    @ilhomsadriddinov3627 8 місяців тому

    Could you provide a detailed proof (or reference) for properties of derivation operation provided in video?

    • @sumandproduct
      @sumandproduct  8 місяців тому +1

      The book "Formal Concept Analysis" by Bernhard Ganter and Rudolf Wille sounds contain everything you need.

  • @alejandrobotero4988
    @alejandrobotero4988 4 місяці тому

    Do you know if this tool has been used for autoomatic text summarization techniques. It could probably be useful for it?

    • @sumandproduct
      @sumandproduct  4 місяці тому

      I know that FCA is used in computational linguistics. But I'm unfortunately not experienced enough to know for what exactly.

  • @electra_
    @electra_ Рік тому +1

    This feels interesting in theoretical circumstances, but I feel like it might need to be adapted in practical examples like the laptop one? With subjective reviews like this, I feel like having one "incorrect" review that overvalued or undervalued a laptop might change the results - real data is noisy and the mathematical rigor of this theory might be less suited to the problem than a more flexible neural network or genetic model. Worth looking into, though.

    • @sumandproduct
      @sumandproduct  Рік тому

      Oh, yes, this is pretty much a toy example. I assume that you can somehow "trust" the experts.

  • @joshl7549
    @joshl7549 Рік тому +1

    Nice introduction to a topic I had never heard of before 🙂👍
    And I really appreciate the laptop names. I figured out 3 of them ... please no spoilers, but are they all puns? 😅

    • @sumandproduct
      @sumandproduct  Рік тому

      I'm happy you liked it!
      Yes, the laptop names are all references to real computers. Not always proper puns, though. In the first draft I also used altered company names which made it a bit more obvious. But they took away to much space. You can stoll see a few in the very first few seconds when the computer magazine is open.

    • @joshl7549
      @joshl7549 Рік тому

      @@sumandproduct Yeah I saw the company names just after commenting ... the YT autoplay tried to hide it from me :D

  • @PavelYudichev
    @PavelYudichev Рік тому +1

    Hi!
    I found your explanation EXTREMELY enlighightening, been searching for such thing for many years. Can you please direct me to more literature/sources? (besides Ganter 1998)

    • @sumandproduct
      @sumandproduct  Рік тому +2

      I'm happy that you like it!
      I don't know too much beyond the basics, I'm afraid. But: A good jumping-off point is the book "Formal Concept Analysis - Foundations and Applications" edited by Ganter, Stumme and Wille. It gives a glimpse of how FCA can be used in Algebraic Geometry, Linguistics, Software Engineering etc.
      There's also the (yearly?) International Conference of Formal Concept Analysis. Its proceedings are a treasure trove of information, but it focusses more on the theoretical aspects AFAIK.
      Lastly, if you are interested in a concrete application: It's a good idea is to google Formal Concept Analysis plus the specific thing. E.g. "Formal Concept Analysis molecular structure".

  • @aissa303
    @aissa303 Рік тому +1

    Thank you for this video, can you direct me to the most efficient FCA software.

    • @sumandproduct
      @sumandproduct  Рік тому

      Unfortunately not, I'm afraid. It has been a while since I actively used FCA. In the past, I used conexp.sourceforge.net, but it was rather slow for larger datasets. But I'm not up-to-date with the most current algorithms.