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UEU » Undergraduate Theses » Teknik Informatika Posted by [email protected] at 03/06/2024 11:40:56 • 140 Views
VISUALISASI WORD CLOUDS BERDASARKAN
PEMBOBOTAN KATA MENGGUNAKAN METODE
RANK ORDER CENTROID DAN BIASED TEXTRANK
(STUDI KASUS: NOMENKLATUR INFORMASI KINERJA KEMENTERIAN/LEMBAGA)Created by :
PRAPIDA DWI SAPUTRA ( 20170801316 )
Subject: | VISUALISASI WORD CLOUDS PEMBOBOTAN KATA
RANK ORDER CENTROID BIASED TEXTRANK INFORMASI KINERJA | Alt. Subject : | VISUALIZATION WORD CLOUDS WORD WEIGHTING
RANK ORDER CENTROID BIASED TEXTRANK PERFORMANCE INFORMATION | Keyword: | Informasi Kinerja Visualisasi Word Clouds Rank Order
Centroid Biased TextRank |
Description:
Informasi Kinerja merupakan kumpulan nomenklatur kinerja
Kementerian/Lembaga yang memiliki peran penting dalam penyusunan alokasi
anggaran. Visualisasi word clouds dari Informasi Kinerja dapat membantu proses
analisa dalam penyusunan dan evaluasi anggaran. Pembobotan kata untuk tampilan
word clouds diukur tidak hanya berdasarkan frekuensi kemunculan kata, namun
juga berdasarkan Pagu Anggaran dan posisi kata pada level Informasi Kinerja. Pada
studi ini, digunakan pendekatan Rank Order Centroid (ROC) dan Biased TextRank
untuk melakukan pembobotan kata. Bobot kata lalu menjadi proporsi Pagu
Anggaran terhadap kata tersebut, yang kemudian menjadi ukuran visual pada
visualisasi word clouds. Berdasarkan hasil evaluasi, nilai tertinggi mAP
pembobotan kata adalah 0,701. Sedangkan hasil evaluasi UX visualisasi
menggunakan kuesioner meCUE menghasilkan nilai dengan aspek Usefulness 6,41,
Usability dan Visual Aesthetics 6,33 dan aspek Keseluruhan 3,93.
Contributor | : |
- IMAM SUTANTO, S.Kom, M.Kom
| Date Create | : | 03/06/2024 | Type | : | Text | Format | : | PDF | Language | : | Indonesian | Identifier | : | UEU-Undergraduate-20170801316 | Collection ID | : | 20170801316 |
Source : Undergraduate Theses of Informastics Engineering
Relation Collection: Fakultas Ilmu Komputer
Coverage : Civitas Akademika Universitas Esa Unggul
Rights : @2024 Perpustakaan Universitas Esa Unggul
Publication URL : https://digilib.esaunggul.ac.id/visualisasi-word-clouds-berdasarkanpembobotan-kata-menggunakan-metoderank-order-centroid-dan-biased-textrankstudi-kasus-nomenklatur-informasi-kinerja-kementerianlembaga-34043.html
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