Source of Arthur Samuel's definition of machine learning












4












$begingroup$


Many people seem to agree that Arthur Samuel wrote or said in 1959 that machine learning is the "Field of study that gives computers the ability to learn without being explicitly programmed".



For example the quote is contained in this page, that one and in Andrew Ng's ML course. Several articles also contain this quote, and the reference is always the following article, which doesn't actually contain the quote.



Samuel, A. L. (1959). Some studies in machine learning using the game of checkers. IBM Journal of research and development, 3(3), 210-229.



Is there a reliable source? Or is this actually not a quote, but rather an interpretation of Samuel's article?










share|improve this question









$endgroup$












  • $begingroup$
    Have you found any reliable source by now?
    $endgroup$
    – Seppi
    2 days ago










  • $begingroup$
    The link that you have provided is the [second version][1], meaning the site has mistakenly used the title of first one. The first version is [here][2]. [1]: ieeexplore.ieee.org/document/5391906 [2]: ieeexplore.ieee.org/abstract/document/5389202
    $endgroup$
    – Esmailian
    2 days ago


















4












$begingroup$


Many people seem to agree that Arthur Samuel wrote or said in 1959 that machine learning is the "Field of study that gives computers the ability to learn without being explicitly programmed".



For example the quote is contained in this page, that one and in Andrew Ng's ML course. Several articles also contain this quote, and the reference is always the following article, which doesn't actually contain the quote.



Samuel, A. L. (1959). Some studies in machine learning using the game of checkers. IBM Journal of research and development, 3(3), 210-229.



Is there a reliable source? Or is this actually not a quote, but rather an interpretation of Samuel's article?










share|improve this question









$endgroup$












  • $begingroup$
    Have you found any reliable source by now?
    $endgroup$
    – Seppi
    2 days ago










  • $begingroup$
    The link that you have provided is the [second version][1], meaning the site has mistakenly used the title of first one. The first version is [here][2]. [1]: ieeexplore.ieee.org/document/5391906 [2]: ieeexplore.ieee.org/abstract/document/5389202
    $endgroup$
    – Esmailian
    2 days ago
















4












4








4


1



$begingroup$


Many people seem to agree that Arthur Samuel wrote or said in 1959 that machine learning is the "Field of study that gives computers the ability to learn without being explicitly programmed".



For example the quote is contained in this page, that one and in Andrew Ng's ML course. Several articles also contain this quote, and the reference is always the following article, which doesn't actually contain the quote.



Samuel, A. L. (1959). Some studies in machine learning using the game of checkers. IBM Journal of research and development, 3(3), 210-229.



Is there a reliable source? Or is this actually not a quote, but rather an interpretation of Samuel's article?










share|improve this question









$endgroup$




Many people seem to agree that Arthur Samuel wrote or said in 1959 that machine learning is the "Field of study that gives computers the ability to learn without being explicitly programmed".



For example the quote is contained in this page, that one and in Andrew Ng's ML course. Several articles also contain this quote, and the reference is always the following article, which doesn't actually contain the quote.



Samuel, A. L. (1959). Some studies in machine learning using the game of checkers. IBM Journal of research and development, 3(3), 210-229.



Is there a reliable source? Or is this actually not a quote, but rather an interpretation of Samuel's article?







machine-learning






share|improve this question













share|improve this question











share|improve this question




share|improve this question










asked Aug 17 '18 at 9:30









Pierre CattinPierre Cattin

1363




1363












  • $begingroup$
    Have you found any reliable source by now?
    $endgroup$
    – Seppi
    2 days ago










  • $begingroup$
    The link that you have provided is the [second version][1], meaning the site has mistakenly used the title of first one. The first version is [here][2]. [1]: ieeexplore.ieee.org/document/5391906 [2]: ieeexplore.ieee.org/abstract/document/5389202
    $endgroup$
    – Esmailian
    2 days ago




















  • $begingroup$
    Have you found any reliable source by now?
    $endgroup$
    – Seppi
    2 days ago










  • $begingroup$
    The link that you have provided is the [second version][1], meaning the site has mistakenly used the title of first one. The first version is [here][2]. [1]: ieeexplore.ieee.org/document/5391906 [2]: ieeexplore.ieee.org/abstract/document/5389202
    $endgroup$
    – Esmailian
    2 days ago


















$begingroup$
Have you found any reliable source by now?
$endgroup$
– Seppi
2 days ago




$begingroup$
Have you found any reliable source by now?
$endgroup$
– Seppi
2 days ago












$begingroup$
The link that you have provided is the [second version][1], meaning the site has mistakenly used the title of first one. The first version is [here][2]. [1]: ieeexplore.ieee.org/document/5391906 [2]: ieeexplore.ieee.org/abstract/document/5389202
$endgroup$
– Esmailian
2 days ago






$begingroup$
The link that you have provided is the [second version][1], meaning the site has mistakenly used the title of first one. The first version is [here][2]. [1]: ieeexplore.ieee.org/document/5391906 [2]: ieeexplore.ieee.org/abstract/document/5389202
$endgroup$
– Esmailian
2 days ago












1 Answer
1






active

oldest

votes


















1












$begingroup$

The exact quote exists in neither the 1959 paper nor the 1967 paper (second version).



These are the closest quotes from the 1959 paper:




A computer can be programmed so that it will learn to play a better
game of checkers than can be played by the person who wrote the
program.




And




Programming computers to learn from experience should eventually
eliminate the need for much of this detailed programming effort.




Also, Wiki page of Arthur Samuel states that:




He coined the term "machine learning" in 1959




and references the 1959 paper.



Either the quote is created as a gist of Arthur Samuel's 1959 paper, or it is said but not written by him. In my opinion, the former is more probable, since it is not even remotely mentioned in the 1967 paper.






share|improve this answer











$endgroup$













    Your Answer





    StackExchange.ifUsing("editor", function () {
    return StackExchange.using("mathjaxEditing", function () {
    StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix) {
    StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
    });
    });
    }, "mathjax-editing");

    StackExchange.ready(function() {
    var channelOptions = {
    tags: "".split(" "),
    id: "557"
    };
    initTagRenderer("".split(" "), "".split(" "), channelOptions);

    StackExchange.using("externalEditor", function() {
    // Have to fire editor after snippets, if snippets enabled
    if (StackExchange.settings.snippets.snippetsEnabled) {
    StackExchange.using("snippets", function() {
    createEditor();
    });
    }
    else {
    createEditor();
    }
    });

    function createEditor() {
    StackExchange.prepareEditor({
    heartbeatType: 'answer',
    autoActivateHeartbeat: false,
    convertImagesToLinks: false,
    noModals: true,
    showLowRepImageUploadWarning: true,
    reputationToPostImages: null,
    bindNavPrevention: true,
    postfix: "",
    imageUploader: {
    brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
    contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
    allowUrls: true
    },
    onDemand: true,
    discardSelector: ".discard-answer"
    ,immediatelyShowMarkdownHelp:true
    });


    }
    });














    draft saved

    draft discarded


















    StackExchange.ready(
    function () {
    StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f37078%2fsource-of-arthur-samuels-definition-of-machine-learning%23new-answer', 'question_page');
    }
    );

    Post as a guest















    Required, but never shown

























    1 Answer
    1






    active

    oldest

    votes








    1 Answer
    1






    active

    oldest

    votes









    active

    oldest

    votes






    active

    oldest

    votes









    1












    $begingroup$

    The exact quote exists in neither the 1959 paper nor the 1967 paper (second version).



    These are the closest quotes from the 1959 paper:




    A computer can be programmed so that it will learn to play a better
    game of checkers than can be played by the person who wrote the
    program.




    And




    Programming computers to learn from experience should eventually
    eliminate the need for much of this detailed programming effort.




    Also, Wiki page of Arthur Samuel states that:




    He coined the term "machine learning" in 1959




    and references the 1959 paper.



    Either the quote is created as a gist of Arthur Samuel's 1959 paper, or it is said but not written by him. In my opinion, the former is more probable, since it is not even remotely mentioned in the 1967 paper.






    share|improve this answer











    $endgroup$


















      1












      $begingroup$

      The exact quote exists in neither the 1959 paper nor the 1967 paper (second version).



      These are the closest quotes from the 1959 paper:




      A computer can be programmed so that it will learn to play a better
      game of checkers than can be played by the person who wrote the
      program.




      And




      Programming computers to learn from experience should eventually
      eliminate the need for much of this detailed programming effort.




      Also, Wiki page of Arthur Samuel states that:




      He coined the term "machine learning" in 1959




      and references the 1959 paper.



      Either the quote is created as a gist of Arthur Samuel's 1959 paper, or it is said but not written by him. In my opinion, the former is more probable, since it is not even remotely mentioned in the 1967 paper.






      share|improve this answer











      $endgroup$
















        1












        1








        1





        $begingroup$

        The exact quote exists in neither the 1959 paper nor the 1967 paper (second version).



        These are the closest quotes from the 1959 paper:




        A computer can be programmed so that it will learn to play a better
        game of checkers than can be played by the person who wrote the
        program.




        And




        Programming computers to learn from experience should eventually
        eliminate the need for much of this detailed programming effort.




        Also, Wiki page of Arthur Samuel states that:




        He coined the term "machine learning" in 1959




        and references the 1959 paper.



        Either the quote is created as a gist of Arthur Samuel's 1959 paper, or it is said but not written by him. In my opinion, the former is more probable, since it is not even remotely mentioned in the 1967 paper.






        share|improve this answer











        $endgroup$



        The exact quote exists in neither the 1959 paper nor the 1967 paper (second version).



        These are the closest quotes from the 1959 paper:




        A computer can be programmed so that it will learn to play a better
        game of checkers than can be played by the person who wrote the
        program.




        And




        Programming computers to learn from experience should eventually
        eliminate the need for much of this detailed programming effort.




        Also, Wiki page of Arthur Samuel states that:




        He coined the term "machine learning" in 1959




        and references the 1959 paper.



        Either the quote is created as a gist of Arthur Samuel's 1959 paper, or it is said but not written by him. In my opinion, the former is more probable, since it is not even remotely mentioned in the 1967 paper.







        share|improve this answer














        share|improve this answer



        share|improve this answer








        edited 2 days ago

























        answered 2 days ago









        EsmailianEsmailian

        4905




        4905






























            draft saved

            draft discarded




















































            Thanks for contributing an answer to Data Science Stack Exchange!


            • Please be sure to answer the question. Provide details and share your research!

            But avoid



            • Asking for help, clarification, or responding to other answers.

            • Making statements based on opinion; back them up with references or personal experience.


            Use MathJax to format equations. MathJax reference.


            To learn more, see our tips on writing great answers.




            draft saved


            draft discarded














            StackExchange.ready(
            function () {
            StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f37078%2fsource-of-arthur-samuels-definition-of-machine-learning%23new-answer', 'question_page');
            }
            );

            Post as a guest















            Required, but never shown





















































            Required, but never shown














            Required, but never shown












            Required, but never shown







            Required, but never shown

































            Required, but never shown














            Required, but never shown












            Required, but never shown







            Required, but never shown







            Popular posts from this blog

            How to label and detect the document text images

            Vallis Paradisi

            Tabula Rosettana