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UEU » Undergraduate Theses » Teknik Informatika
Posted by [email protected] at 03/06/2024 11:40:56  •  141 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 )



SubjectVISUALISASI
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
KeywordInformasi 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:
  1. 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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  1.  UEU-Undergraduate-34043-COVER.Image.Marked.pdf - 195 KB
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  3.  UEU-Undergraduate-34043-HALAMAN PERSETUJUAN PUBLIKASI.Image.Marked.pdf - 478 KB
  4.  UEU-Undergraduate-34043-HALAMAN KEASLIAN.Image.Marked.pdf - 373 KB
  5.  UEU-Undergraduate-34043-ABSTRAK.Image.Marked.pdf - 251 KB
  6.  UEU-Undergraduate-34043-KATA PENGANTAR.Image.Marked.pdf - 604 KB
  7.  UEU-Undergraduate-34043-DAFTAR ISI.Image.Marked.pdf - 370 KB
  8.  UEU-Undergraduate-34043-DAFTAR REFERENSI.Image.Marked.pdf - 390 KB
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Biased , Biased TextRank , Clouds , Informasi , Informasi Kinerja , Kinerja , Order Centroid , Rank , Rank Order Centroid , TextRank , Visualisasi , Word , Word Clouds



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