Vol. 11 No. 2 (2025): JITK Issue November 2025

Articles

• OPTIMIZATION OF SVM ALGORITHM FOR OBESITY CLASSIFICATION WITH SMOTE TECHNIQUE AND HYPERPARAMETER TUNING

  Khairun Nisa Arifin Nur⁽¹⁾ ,   Anjar Wanto⁽²⁾ ,   Poningsih Poningsih⁽³⁾
  STIKOM Tunas Bangsa, Pematangsiantar, Indonesia ⁽¹⁾ ,   STIKOM Tunas Bangsa, Pematangsiantar, Indonesia, Indonesia ^{(2) (3)}

  291-303

  • PDF   335   386

• SYSTEMATIC LITERATURE REVIEW ON ARTIFICIAL INTELLIGENCE IN INDONESIA’S PUBLIC SECTOR: REIMAGINING DIGITAL GOVERNMENT

  Aprilia Pratiwi⁽¹⁾ ,   Mahsa Elvina Rahmawyanet⁽²⁾ ,   Prasetyo Adi Wibowo Putra⁽³⁾ ,   Dana Indra Sensuse⁽⁴⁾
  University of Indonesia, Indonesia ^{(1) (2) (3) (4)}

  304-316

  • PDF   478   323

• PERFORMANCE EVALUATION OF NEWTON–KONTOROVICH AND ADAPTIVE NEWTON LINE SEARCH ON MULTIVARIATE NONLINEAR SYSTEMS

  Ikhwanul Muslimin⁽¹⁾ ,   Syaharuddin⁽²⁾ ,   Vera Mandailina⁽³⁾ ,   Saba Mehmood⁽⁴⁾ ,   Wasim Raza⁽⁵⁾
  University of Muhammadiyah Mataram, Indonesia ⁽¹⁾ ,   University of Management and Technology, Pakistan, Pakistan ⁽⁴⁾ ,   University of Sargodha, Pakistan ⁽⁵⁾

  317-324

  • PDF   135   112

• SENTIMENT ANALYSIS OF IT WORKERS ON NO CODE AND LOW CODE TRENDS: COMPARISON OF LSTM AND SVM MODELS

  Yoga Handoko Agustin⁽¹⁾ ,   Nabil Nur Afrizal⁽²⁾
  Garut Institute of Technology, Indonesia ⁽¹⁾

  325-333

  • PDF   167   144

• IMPROVING HANDWRITTEN DIGIT RECOGNITION USING CYCLEGAN-AUGMENTED DATA WITH CNN–BILSTM HYBRID MODEL

  Muhtyas Yugi⁽¹⁾ ,   Fandy Setyo Utomo⁽²⁾ ,   Azhari Shouni Barkah⁽³⁾
  Universitas Amikom Purwokerto, Indonesia ^{(1) (2) (3)}

  334-341

  • PDF   187   92

• OPTIMIZATION OF EFFICIENTNET-B0 ARCHITECTURE TO IMPROVE THE ACCURACY OF GLAUCOMA DISEASE CLASSIFICATION

  Imam Akbari⁽¹⁾ ,   Dedy Hartama⁽²⁾ ,   Anjar Wanto⁽³⁾
  STIKOM Tunas Bangsa, Pematangsiantar, Indonesia, Indonesia ⁽¹⁾ ,   STIKOM TUNAS BANGSA PEMATANGSIANTAR, Indonesia ^{(2) (3)}

  342-352

  • PDF   140   98

• COMPARISON OF PRINCIPAL COMPONENT ANALYSIS AND RANDOM FOREST ALGORITHM FOR PREDICTING HOUSING PRICES

  Dahlan Susilo⁽¹⁾ ,   Diyah Ruswanti⁽²⁾ ,   Supriyanta⁽³⁾ ,   Wawan Nugroho⁽⁴⁾
  Universitas Sahid Surakarta, Indonesia ^{(1) (2)} ,   Universitas Bina Sarana Informatika, Indonesia ^{(3) (4)}

  353-361

  • PDF   140   70

• APPLICATION OF RANDOM FOREST ALGORITHM FOR ARRHYTHMIA DETECTION BASED ON ELECTROCARDIOGRAM DATA

  Fransido Situmorang⁽¹⁾ ,   David William⁽²⁾ ,   Jennifer Patterson⁽³⁾ ,   Niki Ardila⁽⁴⁾ ,   Mardi Turnip⁽⁵⁾
  Universitas Prima Indonesia, Indonesia ⁽¹⁾ ,   University Prima Indonesia, Indonesia ⁽²⁾ ,   Universitas Prima Indonesia, Indonesia ^{(3) (4) (5)}

  362-371

  • PDF   159   91

• COMPARATIVE STUDY OF TRANSFORMER-BASED MODELS FOR AUTOMATED RESUME CLASSIFICATION

  Nurul Firdaus⁽¹⁾ ,   Berliana Kusuma Riasti⁽²⁾ ,   Muhammad Asri Safi'ie⁽³⁾
  Sebelas Maret University, Indonesia ⁽¹⁾

  372-381

  • PDF   214   121

• WORD2VEC OPTIMALIZATION USING TRANSFER LEARNING IN INDONESIAN LANGUAGE FOR HIGHER EDUCATION

  Dwiza Riana⁽¹⁾ ,   Sri Hadianti⁽²⁾ ,   Herdian Tohir⁽³⁾ ,   Jarwadi Jarwadi⁽⁴⁾ ,   Tjaturningsih Rosdiana⁽⁵⁾ ,   Evi Sopandi⁽⁶⁾ ,   Dinar Ajeng Kristiyanti⁽⁷⁾
  Nusamandiri University, Indonesia ^{(1) (2) (3)} ,   BRIN Education Research Center, Indonesia ^{(4) (5) (6)} ,   Multimedia Nusantara University, Indonesia ⁽⁷⁾

  382-390

  • PDF   175   103

• INTEGRATED SYSTEM-BASED SMART APPLICATION (SIPATIN) FOR STRENGTHENING FISHERIES GOVERNANCE IN LEBAK REGENCY, BANTEN

  Dentik Karyaningsih⁽¹⁾ ,   Farid Wajdi⁽²⁾ ,   Muhammad Nurhaula Huddin⁽³⁾ ,   Diki Susandi⁽⁴⁾ ,   Akip Suhendar⁽⁵⁾ ,   Anharudin Anharudin⁽⁶⁾ ,   Shohifah Annur⁽⁷⁾
  Serang Raya University, Indonesia ^{(1) (2) (3) (4) (5) (6) (7)}

  391-401

  • PDF   155   73

• RE-DESIGNING JAKLINGKO APPS UI/UX USING AGILE REQUIREMENT ENGINEERING APPROACH

  Deki Satria⁽¹⁾ ,   Qilbaaini Effendi Muftikhali⁽²⁾ ,   Dea Wemona Rahma⁽³⁾ ,   Dimas Bayu Arkaan⁽⁴⁾ ,   Zain Ammar Falih⁽⁵⁾
  Telkom University, Indonesia ^{(1) (2) (3) (4) (5)}

  402-407

  • PDF   137   86

• REFORMULATION OF MULTI-ATTRIBUTE UTILITY THEORY NORMALIZATION TO HANDLE ASYMMETRIC DATA IN MADM

  Ajeng Savitri Puspaningrum⁽¹⁾ ,   Erliyan Redy Susanto⁽²⁾ ,   Nirwana Hendrastuty⁽³⁾ ,   Setiawansyah Setiawansyah⁽⁴⁾
  Universitas Teknokrat Indonesia, Indonesia ^{(1) (2) (3) (4)}

  408-421

  • PDF   127   76

• UNVEILING SPATIAL PATTERNS OF LAND CONVERSION THROUGH MACHINE LEARNING AND SPATIAL DISTRIBUTION ANALYSIS

  Mufida Fauziah Faiz⁽¹⁾ ,   Achmad Fauzan⁽²⁾
  Statistics Department, Faculty of Mathematics and Natural Science, Universitas Islam Indonesia, Indonesia ⁽¹⁾ ,   Statistics Study Program, Faculty of Mathematics and Natural Science, Universitas Islam Indonesia, Indonesia ⁽²⁾

  422-434

  • PDF   93   63

• MONITORING ELDERLY HEART RATE BASED ON OXIMETER SENSORS

  Endang Retnoningsih⁽¹⁾ ,   Syahbaniar Rofiah⁽²⁾ ,   Sendi Rifa Arofah⁽³⁾
  Institut Bisnis Muhammadiyah Bekasi, Indonesia ^{(1) (2) (3)}

  435-442

  • PDF   116   74

• OPTIMIZING SHUFFLENET WITH GRIDSEARCHCV FOR GEOSPATIAL DISASTER MAPPING IN INDONESIA

  Abdullah Ahmad⁽¹⁾ ,   Dedy Hartama⁽²⁾ ,   Solikhun Solikhun⁽³⁾ ,   Poningsih Poningsih⁽⁴⁾
  STIKOM Tunas Bangsa, Indonesia ^{(1) (2) (3) (4)}

  443-453

  • PDF   102   69

• YOLO MODEL DETECTION OF STUDENT NEATNESS BASED ON DEEP LEARNING: A SYSTEMTIC LITERATURE REVIEW

  Andi Saryoko⁽¹⁾ ,   Faruq Aziz⁽²⁾
  [Scopus ID: 57196050569] Universitas Nusa Mandiri, Indonesia ⁽¹⁾ ,   Nusamandiri University, Indonesia ⁽²⁾

  454-460

  • PDF   203   104

• COMPARATIVE ANALYSIS OF HYPERPARAMETER OPTIMIZATION TECHNIQUES ON LIGHTGBM FOR ASTHMA PREDICTION

  Zulfian Azmi⁽¹⁾ ,   Rina Julita⁽²⁾ ,   Novica Irawati⁽³⁾ ,   Sofyan Pariyasto⁽⁴⁾ ,   Ellanda Purwawijaya⁽⁵⁾
  STMIK Triguna Dharma, Indonesia ⁽¹⁾ ,   Universitas Dehasen Bengkulu, Indonesia ⁽²⁾ ,   Universitas Royal, Indonesia ⁽³⁾ ,   Sekolah Tinggi Ilmu Kesehatan Mitra Sejati, Indonesia ⁽⁴⁾ ,   Universits Battuta, Indonesia ⁽⁵⁾

  461-469

  • PDF   126   93

• DEVELOPMENT OF A SMART PARKING SYSTEM USING AUTOMATIC DEBIT AND OPTICAL CHARACTER RECOGNITION

  Ninik Sri lestari⁽¹⁾ ,   Rahmad Hidayat⁽²⁾ ,   Herlina Herlina⁽³⁾ ,   Sukirno Sukirno⁽⁴⁾
  Sekolah Tinggi Teknologi Mandala, Indonesia ^{(1) (2) (3) (4)}

  470-477

  • PDF   131   82

• ENHANCING COFFEE PRODUCTION FACTOR ASSESSMENT USING LINEAR REGRESSION AND AHP FOR RELIABLE WEIGHT CONSISTENCY

  Aris Gunaryati⁽¹⁾ ,   Teddy Mantoro⁽²⁾ ,   Septi Andryana⁽³⁾ ,   Benrahman⁽⁴⁾ ,   Mohammad Iwan Wahyuddin⁽⁵⁾
  Nasional University, Indonesia ⁽¹⁾ ,   Nusa Putra University, Indonesia ⁽²⁾ ,   Nasional University, Indonesia ^{(3) (4) (5)}

  478-486

  • PDF   106   55

• COMPARATIVE ANALYSIS OF CLASSIFICATION ALGORITHMS IN HANDLING IMBALANCED DATA WITH SMOTE OVERSAMPLING APPROACH

  Agung Nugroho⁽¹⁾ ,   Wiyanto⁽²⁾ ,   Donny Maulana⁽³⁾
  Universitas Pelita Bangsa, Indonesia ^{(1) (2) (3)}

  487-495

  • PDF   204   122

• PREDICTIVE MODEL FOR COOPERATIVE LOAN RECIPIENT ELIGIBILITY USING SUPERVISED MACHINE LEARNING

  Rajunaidi Rajunaidi⁽¹⁾ ,   Herman Yuliansyah⁽²⁾ ,   Sunardi Sunardi⁽³⁾ ,   Murinto Murinto⁽⁴⁾
  Universitas Ahmad Dahlan, Indonesia ^{(1) (2) (3) (4)}

  496-507

  • PDF   194   115

• RTOS-BASED SYSTEM FOR TODDLER NUTRITIONAL STATUS DETECTION

  Arif Rahmawan⁽¹⁾ ,   Rahmi Hidayati⁽²⁾ ,   Kartika Sari⁽³⁾
  Tanjungpura University, Indonesia ^{(1) (2) (3)}

  508-519

  • PDF   115   59

• QUANTUM-ASSISTED FEATURE SELECTION FOR IMPROVING PREDICTION MODEL ACCURACY ON LARGE AND IMBALANCED DATASETS

  Safii Safii⁽¹⁾ ,   Mochamad Wahyudi⁽²⁾ ,   Dedy Hartama⁽³⁾
  STIKOM Tunas Bangsa, Indonesia ⁽¹⁾ ,   Universitas Bina Sarana Infomatika, Indonesia ⁽²⁾ ,   STIKOM Tunas Bangsa, Indonesia ⁽³⁾

  520-527

  • PDF   83   80

• ECG-BASED ARRHYTHMIA DETECTION USING THE NARROW NEURAL NETWORK CLASSIFIER

  Angelia⁽¹⁾ ,   Cecilia ⁽²⁾ ,   Kenrick⁽³⁾ ,   Abdi Dharma⁽⁴⁾ ,   Arjon Turnip⁽⁵⁾ ,   Mardi Turnip⁽⁶⁾
  Information System, Universitas Prima Indonesia, Indonesia ^{(1) (2) (3)} ,   Universitas Prima Indonesia, Indonesia ^{(4) (5)} ,   Information System, Universitas Prima Indonesia, Indonesia ⁽⁶⁾

  528-534

  • PDF   174   63

• CRYPTOGRAPHIC FRAMEWORK FOR CLOUD-BASED DOCUMENT STORAGE USING AES-256 AND SHA-256 HYBRID SYSTEMS

  Junaidi Surya⁽¹⁾ ,   Ahmad Louis⁽²⁾ ,   Faiza Rini⁽³⁾ ,   Sri Mulyati⁽⁴⁾ ,   Elzas Elzas⁽⁵⁾
  Universitas Nurdin Hamzah, Indonesia ⁽¹⁾ ,   University Nurdin Hamzah, Indonesia ^{(2) (3) (4) (5)}

  535-549

  • PDF   219   139

• ANALYZING CLIMATE IMPACTS ON RICE PRODUCTION IN SUMATRA THROUGH SPATIOTEMPORAL MACHINE LEARNING MODELS

  Zaqi Kurniawan⁽¹⁾ ,   Rizka Tiaharyadini⁽²⁾ ,   Puguh Jayadi⁽³⁾ ,   Windhy widhyanty ⁽⁴⁾ ,   Windhy widhyanty ⁽⁵⁾
  Universitas Budi Luhur, Indonesia ^{(1) (2)} ,   Universitas PGRI, Madiun, Indonesia ⁽³⁾ ,   Universitas Budi Luhur, Indonesia ^{(4) (5)}

  550-559

  • PDF   163   137

• DEVELOPMENT OF A SMART IOT-BASED MONITORING SYSTEM FOR FERTIGATION AND SEED WEIGHT DETECTION IN SACHA INCHI

  Tri Ferga Prasetyo⁽¹⁾ ,   Muhamad Dendi Purwanto⁽²⁾ ,   Harun Sujadi⁽³⁾ ,   Sri Andayani⁽⁴⁾
  Informatics Study Program Universitas Majalengka, Indonesia ^{(1) (2) (3)} ,   Agribusiness Study Program Universitas Majalengka, Indonesia ⁽⁴⁾

  560-567

  • PDF   96   56

• CLASSIFICATION OF PAPAYA NUTRITION BASED ON MATURITY WITH DIGITAL IMAGE AND ARTIFICIAL NEURAL NETWORK

  Andi Ahmad Taufiq⁽¹⁾ ,   Hanum Zalsabilah Idham⁽²⁾ ,   Muh Fuad Zahran Firman⁽³⁾ ,   Andi Baso Kaswar⁽⁴⁾ ,   Dyah Darma Andayani⁽⁵⁾ ,   Muhammad Fajar B⁽⁶⁾ ,   Abdul Muis Mappalotteng⁽⁷⁾ ,   Andi Tenriola⁽⁸⁾
  State University of Makassar, Indonesia ^{(1) (2) (3) (4) (5) (6) (7) (8)}

  567-579

  • PDF   170   113

• FORECASTING UPWELLING IN LAKE MANINJAU USING VECTOR AUTOREGRESSIVE, SUPPORT VECTOR MACHINE AND DASHBOARD VISUALIZATION

  Fakhrus Syakir⁽¹⁾ ,   Muhammad Irhamsyah⁽²⁾ ,   Melinda Melinda⁽³⁾ ,   Yunidar Yunidar⁽⁴⁾ ,   Zulhelmi Zulhelmi⁽⁵⁾ ,   Rizka Miftahujjannah⁽⁶⁾
  Syiah Kuala University, Indonesia ^{(1) (2) (3) (4) (5) (6)}

  580-590

  • PDF   133   82

• OPTIMIZING DECISION TREE PERFORMANCE WITH RECURSIVE FEATURE ELIMINATION FOR HIGH-DIMENSIONAL MUSHROOM CLASSIFICATION

  Lili Tanti⁽¹⁾ ,   Safrizal Safrizal⁽²⁾ ,   Yan Yang Thanri⁽³⁾
  Universitas Potensi Utama, Indonesia ⁽¹⁾ ,   Universitas Muhammadiyah Asahan, Indonesia ⁽²⁾ ,   Universitas Potensi Utama, Indonesia ⁽³⁾

  591-601

  • PDF   34   12