PENERAPAN TEKNIK WEB SCRAPING & METODE TERM FREQUENCY - INVERS DOCUMENT FREQUENCY (TF-IDF) PADA PENCARIAN LOWONGAN KERJA

HUDA, RUSMANSYAH PUTRA NURUL and Utami, Alvi Syahrini and Marieska, Mastura Diana (2022) PENERAPAN TEKNIK WEB SCRAPING & METODE TERM FREQUENCY - INVERS DOCUMENT FREQUENCY (TF-IDF) PADA PENCARIAN LOWONGAN KERJA. Undergraduate thesis, Sriwijaya University.

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Abstract

Menurut data Badan Pusat Statistik (BPS, 2020) terjadi peningkatan jumlah pengangguran terbuka yang berasal dari lulusan semua jenjang pendidikan. Penelitian ini bertujuan untuk mempermudah proses pencarian pekerjaan dengan menggabungkan dan merekomendasikan informasi lowongan kerja dari beberapa situs menggunakan teknik Web Scraping dan metode Term Frequency–Inverse Document Frequency (TF-IDF). Konsep dari teknik Web Scraping adalah agen penambang data otomatis pada halaman situs melalui DOM-HTML. Dibantu dengan metode TF-IDF yang mengevaluasi keterkaitan kata dalam dokumen dengan kata kunci dengan memberikan bobot nilai di setiap kata. Berdasarkan hasil pengujian menggunakan Usability Testing yang menghasilkan nilai rata-rata sebesar 4,254 dan masuk kedalam kategori sangat baik secara keseluruhan sehingga sistem ini dinilai berguna bagi pengguna.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Informasi Lowongan Kerja, Web Scraping, Dom-Html, Term Frequency–Inverse Document Frequency (Tf-Idf), Usability Testing
Subjects:	T Technology > T Technology (General) > T1-995 Technology (General) T Technology > T Technology (General) > T1-995 Technology (General) > T9 General works
Divisions:	09-Faculty of Computer Science > 55201-Informatics (S1)
Depositing User:	Mr. Rusmansyah Putra NH
Date Deposited:	31 Jan 2022 06:53
Last Modified:	31 Jan 2022 06:53
URI:	http://repository.unsri.ac.id/id/eprint/63879

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