{
  "id": 363587,
  "title": "❓📚💥 What is a Session - Some great resources for eCommerce Sessions💥📚❓",
  "url": "/competitions/otto-recommender-system/discussion/363587",
  "author_name": "",
  "post_date": "2022-11-02T09:50:12.596614200Z",
  "votes": 10,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Two great resources to start with! </p>\n<h2>What is a Session? - A Google Analytics primer</h2>\n<p><a href=\"https://support.google.com/analytics/answer/2731565?hl=en#zippy=%2Cin-this-article\" target=\"_blank\">https://support.google.com/analytics/answer/2731565?hl=en#zippy=%2Cin-this-article</a></p>\n<h2>Session Based Recommender systems - From Wiki</h2>\n<p><a href=\"https://en.wikipedia.org/wiki/Recommender_system#Session-based_recommender_systems\" target=\"_blank\">https://en.wikipedia.org/wiki/Recommender_system#Session-based_recommender_systems</a></p>\n<h2>Session-based recommender systems</h2>\n<blockquote>\n  <p>These recommender systems use the interactions of a user within a session to generate recommendations. Session-based recommender systems are used at Youtube  and Amazon. These are particularly useful when history (such as past clicks, purchases) of a user is not available or not relevant in the current user session. Domains, where session-based recommendations are particularly relevant, include video, e-commerce, travel, music and more. Most instances of session-based recommender systems rely on the sequence of recent interactions within a session without requiring any additional details (historical, demographic) of the user. Techniques for session-based recommendations are mainly based on generative sequential models such as Recurrent Neural Networks, Transformers, and other deep learning based approaches</p>\n</blockquote>",
  "messages": [
    {
      "id": "2014075",
      "postDate": "11/02/2022 09:50:12",
      "content": "<p>Two great resources to start with! </p>\n<h2>What is a Session? - A Google Analytics primer</h2>\n<p><a href=\"https://support.google.com/analytics/answer/2731565?hl=en#zippy=%2Cin-this-article\" target=\"_blank\">https://support.google.com/analytics/answer/2731565?hl=en#zippy=%2Cin-this-article</a></p>\n<h2>Session Based Recommender systems - From Wiki</h2>\n<p><a href=\"https://en.wikipedia.org/wiki/Recommender_system#Session-based_recommender_systems\" target=\"_blank\">https://en.wikipedia.org/wiki/Recommender_system#Session-based_recommender_systems</a></p>\n<h2>Session-based recommender systems</h2>\n<blockquote>\n  <p>These recommender systems use the interactions of a user within a session to generate recommendations. Session-based recommender systems are used at Youtube  and Amazon. These are particularly useful when history (such as past clicks, purchases) of a user is not available or not relevant in the current user session. Domains, where session-based recommendations are particularly relevant, include video, e-commerce, travel, music and more. Most instances of session-based recommender systems rely on the sequence of recent interactions within a session without requiring any additional details (historical, demographic) of the user. Techniques for session-based recommendations are mainly based on generative sequential models such as Recurrent Neural Networks, Transformers, and other deep learning based approaches</p>\n</blockquote>",
      "rawMarkdown": "Two great resources to start with! \n\n## What is a Session? - A Google Analytics primer\nhttps://support.google.com/analytics/answer/2731565?hl=en#zippy=%2Cin-this-article\n\n## Session Based Recommender systems - From Wiki \n\nhttps://en.wikipedia.org/wiki/Recommender_system#Session-based_recommender_systems\n\n## Session-based recommender systems\n> These recommender systems use the interactions of a user within a session to generate recommendations. Session-based recommender systems are used at Youtube  and Amazon. These are particularly useful when history (such as past clicks, purchases) of a user is not available or not relevant in the current user session. Domains, where session-based recommendations are particularly relevant, include video, e-commerce, travel, music and more. Most instances of session-based recommender systems rely on the sequence of recent interactions within a session without requiring any additional details (historical, demographic) of the user. Techniques for session-based recommendations are mainly based on generative sequential models such as Recurrent Neural Networks, Transformers, and other deep learning based approaches",
      "votes": null
    },
    {
      "id": "2014182",
      "postDate": "11/02/2022 11:50:17",
      "content": "<p>Thank you for sharing those resources.</p>",
      "rawMarkdown": "Thank you for sharing those resources.",
      "votes": null
    },
    {
      "id": "2489645",
      "postDate": "10/20/2023 05:58:58",
      "content": "<p>Thanks <a href=\"https://www.kaggle.com/mpwolke\" target=\"_blank\">@mpwolke</a> for your comment on this post!</p>",
      "rawMarkdown": "Thanks @mpwolke for your comment on this post!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2014182,
      "author_name": "mpwolke",
      "author_url": "",
      "post_date": "11/02/2022 11:50:17",
      "content": "<p>Thank you for sharing those resources.</p>",
      "votes": null,
      "replies": [
        {
          "id": 2489645,
          "author_name": "kalilurrahman",
          "author_url": "",
          "post_date": "10/20/2023 05:58:58",
          "content": "<p>Thanks <a href=\"https://www.kaggle.com/mpwolke\" target=\"_blank\">@mpwolke</a> for your comment on this post!</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2014075": "Two great resources to start with! \n\n## What is a Session? - A Google Analytics primer\nhttps://support.google.com/analytics/answer/2731565?hl=en#zippy=%2Cin-this-article\n\n## Session Based Recommender systems - From Wiki \n\nhttps://en.wikipedia.org/wiki/Recommender_system#Session-based_recommender_systems\n\n## Session-based recommender systems\n> These recommender systems use the interactions of a user within a session to generate recommendations. Session-based recommender systems are used at Youtube  and Amazon. These are particularly useful when history (such as past clicks, purchases) of a user is not available or not relevant in the current user session. Domains, where session-based recommendations are particularly relevant, include video, e-commerce, travel, music and more. Most instances of session-based recommender systems rely on the sequence of recent interactions within a session without requiring any additional details (historical, demographic) of the user. Techniques for session-based recommendations are mainly based on generative sequential models such as Recurrent Neural Networks, Transformers, and other deep learning based approaches",
    "2014182": "Thank you for sharing those resources.",
    "2489645": "Thanks @mpwolke for your comment on this post!"
  },
  "source": "meta"
}