Essec\Faculty\Model\Contribution {#2233
  #_index: "academ_contributions"
  #_id: "12547"
  #_source: array:26 [
    "id" => "12547"
    "slug" => "the-role-of-artificial-intelligence-and-data-network-effects-for-creating-user-value"
    "yearMonth" => "2021-07"
    "year" => "2021"
    "title" => "The Role of Artificial Intelligence and Data Network Effects for Creating User Value"
    "description" => "KYRIAKOU, H., GREGORY, R.W., HENFRIDSSON, O. et KÁGANER, E. (2021). The Role of Artificial Intelligence and Data Network Effects for Creating User Value. <i>Academy of Management Review</i>, 46(3), pp. 534–551."
    "authors" => array:4 [
      0 => array:3 [
        "name" => "KYRIAKOU Harris"
        "bid" => "B00791769"
        "slug" => "kyriakou-harris"
      ]
      1 => array:1 [
        "name" => "GREGORY Robert W."
      ]
      2 => array:1 [
        "name" => "HENFRIDSSON Ola"
      ]
      3 => array:1 [
        "name" => "KÁGANER Evgeny"
      ]
    ]
    "ouvrage" => ""
    "keywords" => []
    "updatedAt" => "2023-01-26 15:56:50"
    "publicationUrl" => "https://journals.aom.org/doi/epub/10.5465/amr.2019.0178"
    "publicationInfo" => array:3 [
      "pages" => "534–551"
      "volume" => "46"
      "number" => "3"
    ]
    "type" => array:2 [
      "fr" => "Articles"
      "en" => "Journal articles"
    ]
    "support_type" => array:2 [
      "fr" => "Revue scientifique"
      "en" => "Scientific journal"
    ]
    "countries" => array:2 [
      "fr" => null
      "en" => null
    ]
    "abstract" => array:2 [
      "fr" => "Some of the world’s most profitable firms own platforms that exhibit network effects. A platform exhibits network effects if, the more that people use it, the more valuable it becomes to each user. Theorizing about the value perceived by users of a platform that exhibits network effects has traditionally focused on direct and indirect network effects. In this paper, we theorize about a new category of network effects—data network effects— that has emerged from advances in artificial intelligence and the growing availability of data. A platform exhibits data network effects if, the more that the platform learns from the data it collects on users, the more valuable the platform becomes to each user. We argue that there is a positive direct relationship between the artificial intelligence capability of a platform and the value perceived in the platform by its users—a relationship that is moderated by platform legitimation, data stewardship, and user-centric design."
      "en" => "Some of the world’s most profitable firms own platforms that exhibit network effects. A platform exhibits network effects if, the more that people use it, the more valuable it becomes to each user. Theorizing about the value perceived by users of a platform that exhibits network effects has traditionally focused on direct and indirect network effects. In this paper, we theorize about a new category of network effects—data network effects— that has emerged from advances in artificial intelligence and the growing availability of data. A platform exhibits data network effects if, the more that the platform learns from the data it collects on users, the more valuable the platform becomes to each user. We argue that there is a positive direct relationship between the artificial intelligence capability of a platform and the value perceived in the platform by its users—a relationship that is moderated by platform legitimation, data stewardship, and user-centric design."
    ]
    "authors_fields" => array:2 [
      "fr" => "Systèmes d'Information, Data Analytics et Opérations"
      "en" => "Information Systems, Data Analytics and Operations"
    ]
    "indexedAt" => "2024-12-22T08:21:46.000Z"
    "docTitle" => "The Role of Artificial Intelligence and Data Network Effects for Creating User Value"
    "docSurtitle" => "Articles"
    "authorNames" => "<a href="/cv/kyriakou-harris">KYRIAKOU Harris</a>, GREGORY Robert W., HENFRIDSSON Ola, KÁGANER Evgeny"
    "docDescription" => "<span class="document-property-authors">KYRIAKOU Harris, GREGORY Robert W., HENFRIDSSON Ola, KÁGANER Evgeny</span><br><span class="document-property-authors_fields">Systèmes d'Information, Data Analytics et Opérations</span> | <span class="document-property-year">2021</span>"
    "keywordList" => ""
    "docPreview" => "<b>The Role of Artificial Intelligence and Data Network Effects for Creating User Value</b><br><span>2021-07 | Articles </span>"
    "docType" => "research"
    "publicationLink" => "<a href="https://journals.aom.org/doi/epub/10.5465/amr.2019.0178" target="_blank">The Role of Artificial Intelligence and Data Network Effects for Creating User Value</a>"
  ]
  +lang: "fr"
  +"_type": "_doc"
  +"_score": 8.831362
  +"parent": null
}