Essec\Faculty\Model\Contribution {#2220
  #_index: "academ_contributions"
  #_id: "16378"
  #_source: array:26 [
    "id" => 16378
    "slug" => "16378-optimal-reuse-strategies-in-new-product-development-a-computational-study-of-3d-printed-products"
    "yearMonth" => "2025-12"
    "year" => 2025
    "title" => "Optimal Reuse Strategies in New Product Development: A Computational Study of 3D-Printed Products"
    "description" => "KYRIAKOU, H. et ALAEI, S. (2025). Optimal Reuse Strategies in New Product Development: A Computational Study of 3D-Printed Products. Dans: <i>2025 International Conference on Information Systems (ICIS): ICIS 2025 Proceedings</i>. ICIS."
    "authors" => array:2 [
      0 => array:3 [
        "name" => "KYRIAKOU Harris"
        "bid" => "B00791769"
        "slug" => "kyriakou-harris"
      ]
      1 => array:1 [
        "name" => "ALAEI Saideh"
      ]
    ]
    "ouvrage" => "2025 International Conference on Information Systems (ICIS): ICIS 2025 Proceedings"
    "keywords" => []
    "updatedAt" => "2026-04-08 16:53:48"
    "publicationUrl" => "https://aisel.aisnet.org/icis2025/general_topic/general_topic/15"
    "publicationInfo" => array:3 [
      "pages" => ""
      "volume" => ""
      "number" => ""
    ]
    "type" => array:2 [
      "fr" => "Actes d'une conférence"
      "en" => "Conference Proceedings"
    ]
    "support_type" => array:2 [
      "fr" => "Editeur"
      "en" => "Publisher"
    ]
    "countries" => array:2 [
      "fr" => null
      "en" => null
    ]
    "abstract" => array:2 [
      "fr" => "New products face a distinctiveness dilemma: they must diverge from prior offerings to attract attention yet remain familiar to be recognized as legitimate. Since designers often build on existing artifacts, we ask: how do their form and function reuse decisions shape subsequent product use? Using computational analysis and computer graphics methods, we analyze 35,727 user-contributed designs on a leading 3D-printing platform, quantifying (i) form-dissimilarity via scale- and rotation-invariant 3D-shape comparisons and (ii) functional-dissimilarity via LDA topic modelling of titles, descriptions, and tags. Focusing on 6,249 products, we distinguish four reuse strategies—replication, adaptation, exaptation, and transformation. We find that only exaptation—introducing new functions within a familiar form—increases product use. Moreover, form novelty combined with parent form dissimilarity positively affects product use, whereas functional novelty combined with parent functional dissimilarity negatively affects product use. This study uncovers the reuse strategies and provides actionable recommendations for both research and practice."
      "en" => "New products face a distinctiveness dilemma: they must diverge from prior offerings to attract attention yet remain familiar to be recognized as legitimate. Since designers often build on existing artifacts, we ask: how do their form and function reuse decisions shape subsequent product use? Using computational analysis and computer graphics methods, we analyze 35,727 user-contributed designs on a leading 3D-printing platform, quantifying (i) form-dissimilarity via scale- and rotation-invariant 3D-shape comparisons and (ii) functional-dissimilarity via LDA topic modelling of titles, descriptions, and tags. Focusing on 6,249 products, we distinguish four reuse strategies—replication, adaptation, exaptation, and transformation. We find that only exaptation—introducing new functions within a familiar form—increases product use. Moreover, form novelty combined with parent form dissimilarity positively affects product use, whereas functional novelty combined with parent functional dissimilarity negatively affects product use. This study uncovers the reuse strategies and provides actionable recommendations for both research and practice."
    ]
    "authors_fields" => array:2 [
      "fr" => "Systèmes d'Information, Data Analytics et Opérations"
      "en" => "Information Systems, Data Analytics and Operations"
    ]
    "indexedAt" => "2026-04-15T07:23:16.000Z"
    "docTitle" => "Optimal Reuse Strategies in New Product Development: A Computational Study of 3D-Printed Products"
    "docSurtitle" => "Conference Proceedings"
    "authorNames" => "<a href="/cv/kyriakou-harris">KYRIAKOU Harris</a>, ALAEI Saideh"
    "docDescription" => "<span class="document-property-authors">KYRIAKOU Harris, ALAEI Saideh</span><br><span class="document-property-authors_fields">Information Systems, Data Analytics and Operations</span> | <span class="document-property-year">2025</span>"
    "keywordList" => ""
    "docPreview" => "<b>Optimal Reuse Strategies in New Product Development: A Computational Study of 3D-Printed Products</b><br><span>2025-12 | Conference Proceedings </span>"
    "docType" => "research"
    "publicationLink" => "<a href="https://aisel.aisnet.org/icis2025/general_topic/general_topic/15" target="_blank">Optimal Reuse Strategies in New Product Development: A Computational Study of 3D-Printed Products</a>"
  ]
  +lang: "en"
  +"_score": 8.541299
  +"_ignored": array:2 [
    0 => "abstract.en.keyword"
    1 => "abstract.fr.keyword"
  ]
  +"parent": null
}