Library Automation and Digital Archive
LONTAR
Fakultas Ilmu Komputer
Universitas Indonesia

Pencarian Sederhana

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Call Number SEM-372
Collection Type Indeks Artikel prosiding/Sem
Title Estamating the Collected Funding Amount of the Social Project Campaigns in a Crowdfunding platform. Hal 277-282
Author Galuh Tunggadewi Sahid, Ivana Putri, Intan Sari Septiana, Rahmad Mahendra;
Publisher ICACSIS 2017 International conference on advanced computer and information system.
Subject Crowdfunding; Regression; Random Forest; Gradient Boost; Regularization
Location
Lokasi : Perpustakaan Fakultas Ilmu Komputer
Nomor Panggil ID Koleksi Status
SEM-372 TERSEDIA
Tidak ada review pada koleksi ini: 47295
Abstract- The practice of crowdfunding enables various projects to be funded by a large number of people. Kitabisa.com is a popular internet crowdfunding platform Indonesia which focuses on social project. Despite its popularity, many of its project have yet to reach their funding goal. Our work aims to predict the amount of funding that will be reached by a campaign in Kitabisa.com. We evaluate various regression models using a number of features and find that the Random forest regression performed the best.