Vol. 11 No. 1 (2025): April 2025

Articles

• Optimization of Sentiment Analysis of Government Regulation in Lieu of Law on Job Creation Using KNN, Random Forest, and PSO

  Sri Lestari ⁽¹⁾, Tupari ⁽²⁾, Yan Aditiya Pratama ⁽³⁾, Suhendro ⁽⁴⁾

  (1) Intitut Informatika dan Bisnis Darmajaya, Indonesia ,

  (2) Institut Informatika dan Bisnis Darmajaya, Indonesia ,

  (3) Institut Informatika dan Bisnis Darmajaya, Indonesia ,

  (4) Institut Informatika dan Bisnis Darmajaya, Indonesia

  1-12

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  DOI : 10.23917/khif.v11i1.3197

  Abstract View : 103

  PDF downloads: 231
• Sentiment Analysis on Social Media Using Long Short-Term Memory and Word2Vec Feature Expansion Methods with Adam Optimization

  Sanabila Khoirunnisa ⁽¹⁾, Erwin Budi Setiawan ⁽²⁾

  (1) Telkom University, Indonesia ,

  (2) Telkom University, Indonesia

  13-19

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  DOI : 10.23917/khif.v11i1.3957

  Abstract View : 76

  PDF downloads: 162
• Twitter Social Media-Based Sentiment Analysis Using Bi-LSTM Method With Genetic Algorithms Optimization

  Girindra Syukran Prahasto ⁽¹⁾, Erwin Budi Setiawan ⁽²⁾

  (1) Telkom University, Indonesia ,

  (2) Telkom University, Indonesia

  20-26

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  DOI : 10.23917/khif.v11i1.3959

  Abstract View : 75

  PDF downloads: 135
• Enhancing Retail Store Layout for Impulsive Buying Using Market Basket Analysis and the Apriori Algorithm

  Sri Widiyanesti ⁽¹⁾, Muhammad Naufal Hakim ⁽²⁾, Nur Syamsiyah ⁽³⁾, Yogia Mugi Dirohmat ⁽⁴⁾

  (1) Telkom University, Indonesia ,

  (2) Telkom University, Indonesia ,

  (3) Universitas Padjajaran, Indonesia ,

  (4) Telkom University, Indonesia

  27-32

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  DOI : 10.23917/khif.v11i1.4228

  Abstract View : 124

  PDF downloads: 243
• Using SVM and KNN for Predicting Customer Response Sentiment of M-PAJAK Application

  Muhammad Titan Rama Adi Wijaya ⁽¹⁾, Ida Widaningrum ⁽²⁾, Angga Prasetyo ⁽³⁾, Dyah Mustikasari ⁽⁴⁾

  (1) Universitas Muhammadiyah Ponorogo, Indonesia ,

  (2) Universitas Muhammadiyah Ponorogo, Indonesia ,

  (3) Universitas Muhammadiyah Ponorogo, Indonesia ,

  (4) Universitas Muhammadiyah Ponorogo, Indonesia

  33-39

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  DOI : 10.23917/khif.v11i1.4528

  Abstract View : 81

  PDF downloads: 134
• Region Enhanced Edge-Based Multi-Class Object Proposal for Self-Driving Vehicles

  Muhamad Amirul Haq ⁽¹⁾, Le Nam Quoc Huy ⁽²⁾, Muhammad Ridlwan ⁽³⁾

  (1) Universitas Muhammadiyah Surabaya, Indonesia ,

  (2) National Taiwan University of Science and Technology, Taiwan, Province of China ,

  (3) Universitas Muhammadiyah Surabaya, Indonesia

  40-49

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  DOI : 10.23917/khif.v11i1.4662

  Abstract View : 48

  PDF downloads: 63
• Performance Comparison of Random Forest, Bagging, and CART Methods in Classifying Recipients of the Family Program in North Aceh

  Meri Hari Yanni ⁽¹⁾, Khairil Anwar Notodiputro ⁽²⁾, Bagus Sartono ⁽³⁾

  (1) IPB University, Indonesia ,

  (2) IPB University, Indonesia ,

  (3) IPB University, Indonesia

  50-58

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  DOI : 10.23917/khif.v11i1.5098

  Abstract View : 86

  PDF downloads: 113