Data Structure ?
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Data Structure ?
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README.md
このデータセットは、[Panos Kostakosのオンライン性売買に引き込まれるリスク](https://www.kaggle.com/panoskostakos/online-sex-work)データセットをクリーニングした結果のバージョンです。
背景
このデータベースは、論文「オンライン性売買に引き込まれるリスクのある個人を検出するための隠密オンライン民族誌と機械学習」で使用されました。[https://www.flinders.edu.au/centre-crime-policy-research/illicit-networks-workshop](https://www.flinders.edu.au/centre-crime-policy-research/illicit-networks-workshop)
内容
このデータベースには、ヨーロッパのオンライン成人フォーラムからスクレイピングしたデータが含まれています。隠密オンライン民族誌を用いて、少数の参加者にインタビューを行い、そのフォーラムを通じて性サービスを提供または要求するリスクを判断しました。これは半教師付き学習に最適なデータセットです。
謝辞
このデータセットは、当初[Panos Kostakos](https://www.kaggle.com/panoskostakos)によって公開されました。
着想
オンライン性売買に引き込まれるリスクのある個人をどのように特定できるでしょうか？オンラインソーシャルメディアの普及により、より多くの人がオンライン性取引に関与するようになっています。しかし、オンライン上の逸脱行動を検出することは、利用可能なデータの不足によって制限されています。この課題を克服するために、人気のあるヨーロッパの成人フォーラムからのデータを使用して、隠密オンライン民族誌と半教師付き学習を組み合わせています。
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