Learn User interests from feedback












0












$begingroup$


I'm trying to create a pairwise learning model where user will be provided with 2 items (say $A$ and $B$) from which the user will provide the preference order ($A$ over $B$ or vice versa). Let's say each item is associated with $N$ features and every item is mapped to $N$-dimensional space. It should be an online model where the next set of item pairs will depend on the current user feedback. My goal is to map users and items to a common embedding space.









share









$endgroup$

















    0












    $begingroup$


    I'm trying to create a pairwise learning model where user will be provided with 2 items (say $A$ and $B$) from which the user will provide the preference order ($A$ over $B$ or vice versa). Let's say each item is associated with $N$ features and every item is mapped to $N$-dimensional space. It should be an online model where the next set of item pairs will depend on the current user feedback. My goal is to map users and items to a common embedding space.









    share









    $endgroup$















      0












      0








      0





      $begingroup$


      I'm trying to create a pairwise learning model where user will be provided with 2 items (say $A$ and $B$) from which the user will provide the preference order ($A$ over $B$ or vice versa). Let's say each item is associated with $N$ features and every item is mapped to $N$-dimensional space. It should be an online model where the next set of item pairs will depend on the current user feedback. My goal is to map users and items to a common embedding space.









      share









      $endgroup$




      I'm trying to create a pairwise learning model where user will be provided with 2 items (say $A$ and $B$) from which the user will provide the preference order ($A$ over $B$ or vice versa). Let's say each item is associated with $N$ features and every item is mapped to $N$-dimensional space. It should be an online model where the next set of item pairs will depend on the current user feedback. My goal is to map users and items to a common embedding space.







      machine-learning reinforcement-learning





      share












      share










      share



      share










      asked 3 mins ago









      lone_riderlone_rider

      285




      285






















          0






          active

          oldest

          votes











          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%2f47993%2flearn-user-interests-from-feedback%23new-answer', 'question_page');
          }
          );

          Post as a guest















          Required, but never shown

























          0






          active

          oldest

          votes








          0






          active

          oldest

          votes









          active

          oldest

          votes






          active

          oldest

          votes
















          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%2f47993%2flearn-user-interests-from-feedback%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