{
  "id": 215223,
  "title": "Indoor Location related Research Papers",
  "url": "/competitions/indoor-location-navigation/discussion/215223",
  "author_name": "Saurabh Shahane",
  "post_date": "2021-01-29T06:19:56.436000",
  "votes": 45,
  "comment_count": 13,
  "views": 0,
  "content": "<p>Here are some of the insightful research papers which can be useful for this competition.</p>\n<ol>\n<li><p><a href=\"https://ieeexplore.ieee.org/document/8552138\" target=\"_blank\">Bluetooth Based Indoor Positioning Using Machine Learning Algorithms</a></p></li>\n<li><p><a href=\"https://www.intechopen.com/books/machine-learning-advanced-techniques-and-emerging-applications/machine-learning-algorithm-for-wireless-indoor-localization\" target=\"_blank\">Machine Learning Algorithm for Wireless Indoor Localization</a></p></li>\n<li><p><a href=\"https://www.scitepress.org/Papers/2019/79166/79166.pdf\" target=\"_blank\">Improving Indoor Positioning via Machine Learning</a></p></li>\n<li><p><a href=\"https://www.diva-portal.org/smash/get/diva2:1454427/FULLTEXT02\" target=\"_blank\">BLE Beacon Based Indoor Positioning\nSystem in an Office Building using\nMachine Learning</a></p></li>\n<li><p><a href=\"https://www.researchgate.net/publication/47554535_Indoor_Positioning_System_Using_Artificial_Neural_Network\" target=\"_blank\">Indoor Positioning System Using Artificial Neural Network</a></p></li>\n<li><p><a href=\"https://www.researchgate.net/publication/308842286_A_comparative_study_on_machine_learning_algorithms_for_indoor_positioning\" target=\"_blank\">A comparative study on machine learning algorithms for indoor positioning</a> </p></li>\n</ol>",
  "messages": [
    {
      "id": 1175396,
      "postDate": "2021-01-29T06:19:56.437Z",
      "content": "<p>Here are some of the insightful research papers which can be useful for this competition.</p>\n<ol>\n<li><p><a href=\"https://ieeexplore.ieee.org/document/8552138\" target=\"_blank\">Bluetooth Based Indoor Positioning Using Machine Learning Algorithms</a></p></li>\n<li><p><a href=\"https://www.intechopen.com/books/machine-learning-advanced-techniques-and-emerging-applications/machine-learning-algorithm-for-wireless-indoor-localization\" target=\"_blank\">Machine Learning Algorithm for Wireless Indoor Localization</a></p></li>\n<li><p><a href=\"https://www.scitepress.org/Papers/2019/79166/79166.pdf\" target=\"_blank\">Improving Indoor Positioning via Machine Learning</a></p></li>\n<li><p><a href=\"https://www.diva-portal.org/smash/get/diva2:1454427/FULLTEXT02\" target=\"_blank\">BLE Beacon Based Indoor Positioning\nSystem in an Office Building using\nMachine Learning</a></p></li>\n<li><p><a href=\"https://www.researchgate.net/publication/47554535_Indoor_Positioning_System_Using_Artificial_Neural_Network\" target=\"_blank\">Indoor Positioning System Using Artificial Neural Network</a></p></li>\n<li><p><a href=\"https://www.researchgate.net/publication/308842286_A_comparative_study_on_machine_learning_algorithms_for_indoor_positioning\" target=\"_blank\">A comparative study on machine learning algorithms for indoor positioning</a> </p></li>\n</ol>",
      "rawMarkdown": "Here are some of the insightful research papers which can be useful for this competition.\n\n1. [Bluetooth Based Indoor Positioning Using Machine Learning Algorithms](https://ieeexplore.ieee.org/document/8552138)\n\n2. [Machine Learning Algorithm for Wireless Indoor Localization](https://www.intechopen.com/books/machine-learning-advanced-techniques-and-emerging-applications/machine-learning-algorithm-for-wireless-indoor-localization)\n\n3. [Improving Indoor Positioning via Machine Learning](https://www.scitepress.org/Papers/2019/79166/79166.pdf)\n\n4. [BLE Beacon Based Indoor Positioning\nSystem in an Office Building using\nMachine Learning](https://www.diva-portal.org/smash/get/diva2:1454427/FULLTEXT02)\n\n5. [Indoor Positioning System Using Artificial Neural Network](https://www.researchgate.net/publication/47554535_Indoor_Positioning_System_Using_Artificial_Neural_Network)\n\n6. [A comparative study on machine learning algorithms for indoor positioning](https://www.researchgate.net/publication/308842286_A_comparative_study_on_machine_learning_algorithms_for_indoor_positioning) ",
      "votes": 44
    },
    {
      "id": 1181409,
      "postDate": "2021-02-01T21:20:51.643Z",
      "content": "<p>Nice Discussion</p>",
      "rawMarkdown": "Nice Discussion\n",
      "votes": 3
    },
    {
      "id": 1181471,
      "postDate": "2021-02-01T22:58:01.877Z",
      "content": "<p>Good resources to start in the competition, thanks for sharing, i really appreciate it. 👍👍</p>",
      "rawMarkdown": "Good resources to start in the competition, thanks for sharing, i really appreciate it. 👍👍",
      "votes": 1,
      "replies": [
        {
          "id": 1181746,
          "postDate": "2021-02-02T04:59:58.100Z",
          "content": "<p>Glad you liked it <a href=\"https://www.kaggle.com/scarecrow2020\" target=\"_blank\">@scarecrow2020</a> </p>",
          "rawMarkdown": "Glad you liked it @scarecrow2020 "
        }
      ]
    },
    {
      "id": 1176642,
      "postDate": "2021-01-29T17:51:24.990Z",
      "content": "<p>Nice Post….</p>",
      "rawMarkdown": "Nice Post....",
      "votes": 1,
      "replies": [
        {
          "id": 1177526,
          "postDate": "2021-01-30T10:44:04.663Z",
          "content": "<p>Thansk <a href=\"https://www.kaggle.com/amolambkar\" target=\"_blank\">@amolambkar</a> </p>",
          "rawMarkdown": "Thansk @amolambkar "
        }
      ]
    },
    {
      "id": 1228554,
      "postDate": "2021-03-06T14:44:52.113Z",
      "content": "<p>Thanks for sharing the research papers <a href=\"https://www.kaggle.com/saurabhshahane\" target=\"_blank\">@saurabhshahane</a> </p>",
      "rawMarkdown": "Thanks for sharing the research papers @saurabhshahane ",
      "votes": 2
    },
    {
      "id": 1213208,
      "postDate": "2021-02-22T00:55:21.683Z",
      "content": "<p>Thanks for sharing. I found this paper as well which I am reading and looks interesting -</p>\n<p>[<a href=\"https://arxiv.org/abs/1812.03083\" target=\"_blank\">https://arxiv.org/abs/1812.03083</a>] Hapi: A Robust Pseudo-3D Calibration-Free WiFi-based Indoor Localization System)</p>",
      "rawMarkdown": "Thanks for sharing. I found this paper as well which I am reading and looks interesting -\n\n[https://arxiv.org/abs/1812.03083] Hapi: A Robust Pseudo-3D Calibration-Free WiFi-based Indoor Localization System)\n\n",
      "votes": 2
    },
    {
      "id": 1191777,
      "postDate": "2021-02-08T17:03:36.937Z",
      "content": "<p>Thanks for sharing this <a href=\"https://www.kaggle.com/saurabhshahane\" target=\"_blank\">@saurabhshahane</a> 👍</p>",
      "rawMarkdown": "Thanks for sharing this @saurabhshahane 👍",
      "votes": 2
    },
    {
      "id": 1191504,
      "postDate": "2021-02-08T13:51:24Z",
      "content": "<p>Thanks for this. Could really help a lot!</p>",
      "rawMarkdown": "Thanks for this. Could really help a lot!",
      "votes": 2
    },
    {
      "id": 1191107,
      "postDate": "2021-02-08T08:24:41.160Z",
      "rawMarkdown": "",
      "votes": 2,
      "isDeleted": true
    },
    {
      "id": 1191512,
      "postDate": "2021-02-08T14:01:26.097Z",
      "content": "<p>Thanks man. I'll give them a read! 😄</p>",
      "rawMarkdown": "Thanks man. I'll give them a read! 😄",
      "votes": 3
    },
    {
      "id": 1177500,
      "postDate": "2021-01-30T10:20:39.813Z",
      "content": "<p>thanks for sharing!</p>",
      "rawMarkdown": "thanks for sharing!",
      "votes": 1
    },
    {
      "id": 1209659,
      "postDate": "2021-02-19T02:04:48.567Z",
      "content": "<p>Thanks for sharing!!</p>",
      "rawMarkdown": "Thanks for sharing!!",
      "votes": 2
    }
  ],
  "comments": [
    {
      "id": 1181409,
      "author_name": "Abdelrahman Mahana",
      "author_url": "",
      "post_date": "2021-02-01T21:20:51.643000",
      "content": "<p>Nice Discussion</p>",
      "votes": 3,
      "replies": []
    },
    {
      "id": 1181471,
      "author_name": "DavidCastillo",
      "author_url": "",
      "post_date": "2021-02-01T22:58:01.877000",
      "content": "<p>Good resources to start in the competition, thanks for sharing, i really appreciate it. 👍👍</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1181746,
          "author_name": "Saurabh Shahane",
          "author_url": "",
          "post_date": "2021-02-02T04:59:58.100000",
          "content": "<p>Glad you liked it <a href=\"https://www.kaggle.com/scarecrow2020\" target=\"_blank\">@scarecrow2020</a> </p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1176642,
      "author_name": "Amol Ambkar",
      "author_url": "",
      "post_date": "2021-01-29T17:51:24.990000",
      "content": "<p>Nice Post….</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1177526,
          "author_name": "Saurabh Shahane",
          "author_url": "",
          "post_date": "2021-01-30T10:44:04.663000",
          "content": "<p>Thansk <a href=\"https://www.kaggle.com/amolambkar\" target=\"_blank\">@amolambkar</a> </p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1228554,
      "author_name": "SuryaJR_Rafl",
      "author_url": "",
      "post_date": "2021-03-06T14:44:52.113000",
      "content": "<p>Thanks for sharing the research papers <a href=\"https://www.kaggle.com/saurabhshahane\" target=\"_blank\">@saurabhshahane</a> </p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 1213208,
      "author_name": "David",
      "author_url": "",
      "post_date": "2021-02-22T00:55:21.683000",
      "content": "<p>Thanks for sharing. I found this paper as well which I am reading and looks interesting -</p>\n<p>[<a href=\"https://arxiv.org/abs/1812.03083\" target=\"_blank\">https://arxiv.org/abs/1812.03083</a>] Hapi: A Robust Pseudo-3D Calibration-Free WiFi-based Indoor Localization System)</p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 1191777,
      "author_name": "Old Monk",
      "author_url": "",
      "post_date": "2021-02-08T17:03:36.937000",
      "content": "<p>Thanks for sharing this <a href=\"https://www.kaggle.com/saurabhshahane\" target=\"_blank\">@saurabhshahane</a> 👍</p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 1191504,
      "author_name": "Manasi Chhibber",
      "author_url": "",
      "post_date": "2021-02-08T13:51:24",
      "content": "<p>Thanks for this. Could really help a lot!</p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 1191107,
      "author_name": "",
      "author_url": "",
      "post_date": "2021-02-08T08:24:41.160000",
      "content": "",
      "votes": 2,
      "replies": []
    },
    {
      "id": 1191512,
      "author_name": "Luan Ademi",
      "author_url": "",
      "post_date": "2021-02-08T14:01:26.097000",
      "content": "<p>Thanks man. I'll give them a read! 😄</p>",
      "votes": 3,
      "replies": []
    },
    {
      "id": 1177500,
      "author_name": "Tianmin",
      "author_url": "",
      "post_date": "2021-01-30T10:20:39.813000",
      "content": "<p>thanks for sharing!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1209659,
      "author_name": "Jihan Chae",
      "author_url": "",
      "post_date": "2021-02-19T02:04:48.567000",
      "content": "<p>Thanks for sharing!!</p>",
      "votes": 2,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1175396": "Here are some of the insightful research papers which can be useful for this competition.\n\n1. [Bluetooth Based Indoor Positioning Using Machine Learning Algorithms](https://ieeexplore.ieee.org/document/8552138)\n\n2. [Machine Learning Algorithm for Wireless Indoor Localization](https://www.intechopen.com/books/machine-learning-advanced-techniques-and-emerging-applications/machine-learning-algorithm-for-wireless-indoor-localization)\n\n3. [Improving Indoor Positioning via Machine Learning](https://www.scitepress.org/Papers/2019/79166/79166.pdf)\n\n4. [BLE Beacon Based Indoor Positioning\nSystem in an Office Building using\nMachine Learning](https://www.diva-portal.org/smash/get/diva2:1454427/FULLTEXT02)\n\n5. [Indoor Positioning System Using Artificial Neural Network](https://www.researchgate.net/publication/47554535_Indoor_Positioning_System_Using_Artificial_Neural_Network)\n\n6. [A comparative study on machine learning algorithms for indoor positioning](https://www.researchgate.net/publication/308842286_A_comparative_study_on_machine_learning_algorithms_for_indoor_positioning) ",
    "1181409": "Nice Discussion\n",
    "1181471": "Good resources to start in the competition, thanks for sharing, i really appreciate it. 👍👍",
    "1176642": "Nice Post....",
    "1228554": "Thanks for sharing the research papers @saurabhshahane ",
    "1213208": "Thanks for sharing. I found this paper as well which I am reading and looks interesting -\n\n[https://arxiv.org/abs/1812.03083] Hapi: A Robust Pseudo-3D Calibration-Free WiFi-based Indoor Localization System)\n\n",
    "1191777": "Thanks for sharing this @saurabhshahane 👍",
    "1191504": "Thanks for this. Could really help a lot!",
    "1191107": "",
    "1191512": "Thanks man. I'll give them a read! 😄",
    "1177500": "thanks for sharing!",
    "1209659": "Thanks for sharing!!"
  }
}