Vol. 11 No. 3 (2026): JITK Issue February 2026

Articles

• WEB-BASED FACIAL SKIN TYPE CLASSIFICATION SYSTEM BASED ON BAUMANN'S THEORY

  Budi Tjahjono⁽¹⁾ ,   Dian Fajar Septianto⁽²⁾ ,   Gerry Firmansyah⁽³⁾ ,   Yulhendri⁽⁴⁾ ,   Suhatati Tjandra⁽⁵⁾
  Esa Unggul University, Indonesia ^{(1) (2)} ,   Universitas Esa Unggul, Indonesia ^{(3) (4)} ,   Institut Sains dan Teknologi Terpadu, Indonesia ⁽⁵⁾

  602-612

  • PDF   12   6

• MACHINE LEARNING TO IDENTIFY ELIGIBILITY OF STUDENTS RECEIVING SINGLE TUITION RELIEF

  M. Ghofar Rohman⁽¹⁾ ,   Zubaile Abdullah⁽²⁾ ,   Shahreen Kasim⁽³⁾ ,   M Ulul Albab⁽⁴⁾
  Universitas Islam Lamongan, Indonesia ⁽¹⁾ ,   University Tun Hussein Onn Malaysia, Malaysia ⁽²⁾ ,   University Tun Hussein Onn Malaysia, Johor, Malaysia, Malaysia ⁽³⁾ ,   Universitas Islam Lamongan, Indonesia ⁽⁴⁾

  613-626

  • PDF   10   6

• A HYBRID BERT–GNN FOR DETECTING HOAXES AND NEGATIVE CONTENT IN INDONESIAN SOCIAL MEDIA

  Khairunnisa⁽¹⁾ ,   Khairunnas⁽²⁾ ,   Sutriawan⁽³⁾
  Program Studi Ilmu Komputer Universitas Muhammadiyah Bima, Indonesia ⁽¹⁾ ,   Program Studi Ilmu Komputer Universitas Muhamadiyah Bima, Indonesia ^{(2) (3)}

  627-639

  • PDF   8   5

• HYBRIDIZATION OF FASTTEXT-BLSTM AND BERT FOR ENHANCED SENTIMENT ANALYSIS ON SOCIAL MEDIA TEXTS

  Jasmir⁽¹⁾ ,   Maria Rosario⁽²⁾ ,   Irawan Irawan⁽³⁾ ,   Agus Siswanto⁽⁴⁾ ,   Tiko Nur Annisa⁽⁵⁾
  Universitas Dinamika Bangsa, Indonesia ^{(1) (2) (3) (4) (5)}

  640-650

  • PDF   5   5

• OPTIMIZING TRANSFORMER-BASED LEARNING MODEL WITH TABTRANSFORMER FOR PREDICTING ANTIBIOTIC SUSCEPTIBILITY FROM MICROBIOLOGY MEDICAL RECORDS

  Feri Sulianta⁽¹⁾ ,   Endang Amalia⁽²⁾ ,   Rosalin Samiharjo⁽³⁾ ,   Noval Eka Herdinata⁽⁴⁾
  Widyatama Univeristy, Indonesia ^{(1) (2) (3) (4)}

  651-660

  • PDF   7   1

• EVALUATION OF THE EFFECTIVENESS AND USER EXPERIENCE OF THE SALI EDUCATION APPLICATION USING UEQ

  Oky Irnawati⁽¹⁾ ,   Kusmayanti Solecha⁽²⁾ ,   Yoseph Tajul Arifin⁽³⁾ ,   Sutan Arlie Johan⁽⁴⁾
  Universitas Bina Sarana Informatika, Indonesia ^{(1) (2) (3) (4)}

  661-668

  • PDF   12   10

• HYBRID TRANSFER LEARNING AND ADVANCED DATA AUGMENTATION FOR MULTICLASS BRAIN TUMOR CLASSIFICATION USING EFFICIENTNET

  A M H Pardede⁽¹⁾ ,   Riki Winanjaya⁽²⁾ ,   Juni Ismail⁽³⁾
  STMIK Kaputama, Indonesia ⁽¹⁾ ,   STIKOM Tunas Bangsa, Indonesia ⁽²⁾ ,   Universitas HKBP Nommensen Pematangsiantar, Indonesia ⁽³⁾

  669-679

  • PDF   7   6

• OPTIMIZATION OF MLP-NN FOR MANGO LEAF DISEASE PREDICTION USING IMAGE-BASED FEATURE EXTRACTION

  Budi Triandi⁽¹⁾ ,   Lili Tanti⁽²⁾
  Universitas Potensi Utama, Indonesia ^{(1) (2)}

  680-691

  • PDF   9   9

• IMPLEMENTATION OF RANDOM FOREST FOR ANIMAL PROTEIN CLASSIFICATION THROUGH HYPERPARAMETER OPTIMIZATION

  Ridho Ikhram⁽¹⁾ ,   Anton Yudhana⁽²⁾ ,   Imam Riadi⁽³⁾
  Universitas Ahmad Dahlan, Indonesia ^{(1) (2) (3)}

  692-699

  • PDF   7   6

• DECADE OF IT STRATEGIC PLANNING: SYSTEMATIC REVIEW OF FRAMEWORKS AND CRITICAL SUCCESS FACTORS

  Bambang Suhartono⁽¹⁾ ,   Tole Sutikno⁽²⁾ ,   Imam Riadi⁽³⁾
  Universitas Insan Pembangunan Indonesia, Indonesia ⁽¹⁾ ,   Ahmad Dahlan University, Indonesia ^{(2) (3)}

  700-714

  • PDF   31   18

• DEEP LEARNING-BASED OCR FRAMEWORK FOR RECEIPTS: PERFORMANCE EVALUATION OF EAST AND CRNN INTEGRATION

  Deo Ekel Pindonta Ginting⁽¹⁾ ,   Siti Anzani Sitorus Pane⁽²⁾ ,   Marlince NK Nababan⁽³⁾
  University Prima Indonesia, Indonesia ^{(1) (2)} ,   Universitas Prima Indonesia, Indonesia ⁽³⁾

  715-723

  • PDF   28   9

• SUPPORT VECTOR MACHINE TO CLASSIFY SENTIMENT REVIEWS ON GOOGLE PLAY STORE

  Agus Nursikuwagus⁽¹⁾ ,   Suherman⁽²⁾ ,   Heri Purwanto⁽³⁾ ,   Tono Hartono⁽⁴⁾
  Universitas Komputer Indonesia, Indonesia ⁽¹⁾ ,   Serang Raya University, Indonesia ⁽²⁾ ,   Universitas Sangga Buana, Indonesia ⁽³⁾ ,   Universitas Komputer Indonesia, Indonesia ⁽⁴⁾

  724-732

  • PDF   8   3

• COMPARATIVE STUDY OF GENERATIVE AI TOOLS IN VISUAL COMMUNICATION DESIGN EDUCATION: CREATIVITY AND USABILITY

  Yana Erlyana⁽¹⁾ ,   M Garry Saputra⁽²⁾
  University of Bunda Mulia, Indonesia ^{(1) (2)}

  733-742

  • PDF   40   17

• PERFORMANCE EVALUATION OF LIGHTWEIGHT DEEP LEARNING MODELS FOR BORAX-CONTAMINATED MEATBALL IMAGE CLASSIFICATION

  Aryo Michael⁽¹⁾ ,   Ireve Devi Damayanti⁽²⁾
  Universitas Kristen Indonesia Toraja, Indonesia ^{(1) (2)}

  743-754

  • PDF   8   2

• SENTIMENT CLASSIFICATION MODEL BASED ON COMPARATIVE STUDIES USING MACHINE LEARNING TECHNOLOGY

  J PRAYOGA⁽¹⁾ ,   T. Irfan Fajri⁽²⁾ ,   Febri Dristyan⁽³⁾
  Universitas Dharmawangsa, Indonesia ⁽¹⁾ ,   Universitas Islam Kebangsaan Indonesia, Indonesia ⁽²⁾ ,   Politeknik Jambi, Indonesia ⁽³⁾

  755-764

  • PDF   9   6

• PUBLIC SECTOR INNOVATION IN SMART CITIES: A FRAMEWORK OF AMBIDEXTROUS AI GOVERNANCE

  Agustinus Fritz Wijaya⁽¹⁾ ,   Merryana Lestari⁽²⁾ ,   Mega Kartika Sari⁽³⁾ ,   Rio Ferdiandinata⁽⁴⁾
  Bunda Mulia University, Indonesia ^{(1) (2) (3) (4)}

  765-774

  • PDF   14   17

• DETECTION OF MICRO-VIRAL CONTENT ON TIKTOK THROUGH SOCIAL LISTENING AND MACHINE LEARNING

  Ratih Anggraeni⁽¹⁾ ,   Purwadi⁽²⁾ ,   Pungkas Subarkah⁽³⁾
  Universitas Amikom Purwokerto, Indonesia ^{(1) (2) (3)}

  775-783

  • PDF   19   15

• EVALUATING CLUSTERING METHODS FOR SEMANTIC REPRESENTATION OF DISASTER NEWS USING BERT EMBEDDINGS AND HBDSCAN

  Ariska Fitriyana Ningrum⁽¹⁾ ,   Dannu Purwanto⁽²⁾ ,   Abdel Nasser Sharkawy⁽³⁾
  Universitas Muhammadiyah Semarang, Indonesia ^{(1) (2)} ,   Qena University, Egypt ⁽³⁾

  784-794

  • PDF   17   10

• TOGAF ADM - BASED ENTERPRISE ARCHITECTURE FOR TANTAN DIGITAL VILLAGE

  Bujangdek⁽¹⁾ ,   Setiawan Assegaff⁽²⁾ ,   Jasmir⁽³⁾
  Universitas Dinamika Bangsa, Indonesia ^{(1) (2) (3)}

  795-807

  • PDF   12   8

• DEVELOPING A MICRO-ENTERPRISE E-READINESS FRAMEWORK: A CASE STUDY FROM INDONESIA

  Nori Wilantika⁽¹⁾ ,   Fitri Kartiasih⁽²⁾ ,   Ernawati Pasaribu⁽³⁾ ,   Aisha Arthamevia⁽⁴⁾ ,   Yunarso Anang⁽⁵⁾ ,   Achmad Nizar Hidayanto⁽⁶⁾
  Politeknik Statistika STIS, Indonesia ^{(1) (2) (3) (4) (5)}

  808-820

  • PDF   19   22

• OPTIMIZING VGG-16 CONVOLUTIONAL NEURAL NETWORK FOR PAP SMEAR IMAGE CLASSIFICATION IN CERVICAL CANCER DETECTION

  Odi Nurdiawan⁽¹⁾ ,   Heliyanti Susana⁽²⁾ ,   Ade Rizki Rinaldi⁽³⁾ ,   Ahmad Asyraful Hijrah⁽⁴⁾ ,   Indah Diniarti⁽⁵⁾
  STMIK IKMI Cirebon, Indonesia ^{(1) (2) (3) (4) (5)}

  821-828

  • PDF   7   3

• TRANSFER LEARNING-BASED CLASSIFICATION OF BELL PEPPER LEAF DISEASES USING VGG16 AND EFFICIENTNETB3 ARCHITECTURES

  Siti Nurhasanah Nugraha⁽¹⁾ ,   Evita Fitri⁽²⁾ ,   Muji Ernawati⁽³⁾
  Nusamandiri University, Indonesia ^{(1) (2) (3)}

  829-837

  • PDF   9   9

• HYBRID PSO K-MEANS AND ROBUST SPARSE K-MEANS FOR EMPLOYEE STUDY DECISIONS

  Luh Dwi Ari Sudawati⁽¹⁾ ,   Roy Rudolf Huizen⁽²⁾ ,   Dandy Pramana Hostiadi⁽³⁾
  Institut Teknologi dan Bisnis STIKOM Bali, Indonesia ⁽¹⁾ ,   Institut Teknologi dan Bisnis STIKOM Bali, Indonesia ^{(2) (3)}

  838-850

  • PDF   9   7

• WEB-BASED PAYROLL SYSTEM DEVELOPMENT USING THE PROTOTYPING METHOD AND STRUCTURED DATABASE DESIGN

  Felix Tandrio⁽¹⁾ ,   Melissa Indah Fianty⁽²⁾
  Universitas Multimedia Nusantara, Indonesia ⁽¹⁾ ,   Multimedia Nusantara University, Indonesia ⁽²⁾

  851-863

  • PDF   23   8

• SCRUM AND ITIL-BASED SUPPORT SYSTEM DESIGN AND IMPLEMENTATION AT RAPHA THERESIA HOSPITAL

  Kasrizal Kasrizal⁽¹⁾ ,   Sharipuddin Sharipuddin⁽²⁾ ,   Joni Devitra⁽³⁾ ,   Gunardi Gunardi⁽⁴⁾
  Universitas Dinamika Bangsa, Indonesia ^{(1) (2) (3) (4)}

  864-873

  • PDF   10   4

• ASSESSING USER EXPERIENCE OF SITURAWA GEDE TOURISM WEBSITE USING PSSUQ AND HEURISTIC

  Anie Yoraeni⁽¹⁾ ,   Cep Adiwiharja⁽²⁾ ,   Syifa Nur Rakhmah⁽³⁾ ,   Sinta Rukiandari⁽⁴⁾ ,   Sari Hartini⁽⁵⁾
  Nusamandiri University, Indonesia ⁽¹⁾ ,   Universitas Bina Sarana Informatika, Indonesia ^{(2) (3) (4) (5)}

  874-881

  • PDF   12   2

• DATA AUGMENTATION EFFECTS ON PROTONET FEW-SHOT YELLOW DISEASE SEVERITY IN CHILI LEAVES

  Rizal Amegia Saputra⁽¹⁾ ,   Rusda Wajhillah⁽²⁾ ,   Yusti Farlina⁽³⁾ ,   Hani Noviani⁽⁴⁾ ,   Saela Nurusysyifa⁽⁵⁾
  Universitas Bina Sarana Informatika, Indonesia ^{(1) (2) (3) (4) (5)}

  882-890

  • PDF   10   5

• IMPROVING SENTIMENT ANALYSIS OF WOMEN IN STEM DISCOURSE USING SMOTE-ENHANCED SVM–VADER

  Dwi Andini Putri⁽¹⁾ ,   Siti Nurwahyuni⁽²⁾
  Universitas Bina Sarana Informatika, Indonesia ^{(1) (2)}

  891-900

  • PDF   9   3

• A SYSTEMATIC LITERATURE REVIEW: BIG DATA IN SMART CITY DEVELOPMENT

  Hendi Sama⁽¹⁾ ,   Tasya Selvia Ulfa⁽²⁾ ,   Andik Yulianto⁽³⁾
  International University of Batam, Indonesia ^{(1) (2) (3)}

  901-910

  • PDF   15   18

• SYSTEMATIC REVIEW OF ARTIFICIAL INTELLIGENCE IMPLEMENTATION FOR CONTINUOUS LEARNING: BENEFITS, IMPACTS, AND CHALLENGES

  Winanti Winanti⁽¹⁾ ,   Yoga Prihastomo⁽²⁾ ,   Yulius Denny Prabowo⁽³⁾ ,   Achmad Sidik⁽⁴⁾ ,   Penny Hendriyati⁽⁵⁾ ,   Muhamad Luthfian⁽⁶⁾ ,   Rizky Setiawan⁽⁷⁾ ,   Wardiansyah Wardiansyah⁽⁸⁾ ,   Zaki Ma'rufan Chandra⁽⁹⁾
  Universitas Insan Pembangunan Indonesia, Indonesia ^{(1) (2)} ,   Binus University, Indonesia ⁽³⁾ ,   Institut Teknologi dan Bisnis Bina Sarana Global, Indonesia ⁽⁴⁾ ,   Sekolah Tinggi Teknologi Ilmu Komputer (STTIKOM) Insan Unggul, Indonesia ⁽⁵⁾ ,   Universitas Insan Pembangunan Indonesia, Indonesia ^{(6) (7) (8)} ,   Sekolah Tinggi Teknologi Ilmu Komputer Insan Unggul, Indonesia ⁽⁹⁾

  911-919

  • PDF   13   16

• COMPARATIVE PERFORMANCE OF SEQUENTIAL CNN AND PRE-TRAINED LEARNING FOR 3D PRINTING DEFECT CLASSIFICATION

  Dwi Riyono⁽¹⁾ ,   Cholid Mawardi⁽²⁾ ,   Herianto Herianto⁽³⁾
  Politeknik Negeri Media Kreatif, Indonesia ^{(1) (2)} ,   Universitas Gadjah Mada, Indonesia ⁽³⁾

  920-927

  • PDF   8   4

• OPTIMIZATION OF PREDICTION OF LUNG DISORDERS USING LSTM COMPARISON OF RMSPROP AND ADAM

  Egi Batubara⁽¹⁾ ,   Solikhun⁽²⁾ ,   Agus Perdana Windarto⁽³⁾
  STIKOM Tunas Bangsa, Indonesia ^{(1) (2) (3)}

  928-936

  • PDF   12   5

• ADAPTIVE AL-QUR’AN MEMORIZATION RECOMMENDATION SYSTEM BASED ON FUZZY LOGIC COGNITIVE MEMORY AND PROFILE MATCHING

  Afifah Fikriyah Dhiya'ulhaq⁽¹⁾ ,   Muhammad Dzulfikar Fauzi⁽²⁾ ,   Pima Hani Safitri⁽³⁾
  Telkom University, Indonesia ^{(1) (2) (3)}

  937-948

  • PDF   9   7

• EVALUATING LOGISTIC REGRESSION, SVM, KNN, AND ENSEMBLE MODELS FOR ACCURATE HEART DISEASE RISK PREDICTION

  Amalia Shifa Aldila⁽¹⁾ ,   Lawrence Supriyono⁽²⁾
  Universitas Jakarta Internasional, Indonesia ^{(1) (2)}

  949-957

  • PDF   12   10

• IMPLEMENTATION OF A SMART CONTRACT-BASED E-VOTING SYSTEM FOR COMPETITIONS

  Tony Tan⁽¹⁾ ,   Eric Valentino⁽²⁾ ,   Fredian Simanjuntak⁽³⁾
  Universitas Internasional Batam, Indonesia ^{(1) (2) (3)}

  958-966

  • PDF   8   2

• SOFTWARE DEFECT PREDICTION TRENDS: A BIBLIOMETRIC ANALYSIS OF MACHINE AND DEEP LEARNING

  Harsih Rianto⁽¹⁾ ,   Omar Pahlevi⁽²⁾ ,   Desmulyati⁽³⁾ ,   Amrin⁽⁴⁾ ,   Ade Surya Budiman⁽⁵⁾ ,   Budi Supriyadi⁽⁶⁾
  Universitas Bina Sarana Informatika, Indonesia ^{(1) (2) (3) (4) (5) (6)}

  967-978

  • PDF   7   2

• COMPARATIVE ANALYSIS OF BAGGING AND BOOSTING MODELS IN ENSEMBLE LEARNING FOR GRADUATION PREDICTION

  Sartika Lina Mulani Sitio⁽¹⁾ ,   Darmawati⁽²⁾ ,   Yuda Samudra⁽³⁾
  Universitas Pamulang, Indonesia ^{(1) (2) (3)}

  979-986

  • PDF   12   10

• OPTIMIZATION IN ZAKAT MANAGEMENT THROUGH THE DEVELOPMENT OF A CHATBOT-BASED MOBILE APPLICATION

  Fajar Delli Wihatiko⁽¹⁾ ,   Gustian Rama Putra⁽²⁾
  Pakuan University, Indonesia ^{(1) (2)}

  987-999

  • PDF   8   12

• CONVERSION OF GRAPHICAL TO NUMERICAL DATA WITH WEB PLOT DIGITIZER IN OIL RESERVE DETERMINATION

  Lia Yunita⁽¹⁾ ,   Edy Sunardi⁽²⁾
  Universitas Proklamasi 45, Indonesia ⁽¹⁾ ,   Universitas Padjajaran, Indonesia ⁽²⁾

  1000-1008

  • PDF   8   7

• COMPARATIVE STUDY OF RESAMPLING TECHNIQUES FOR STUDENT PERFORMANCE PREDICTION USING SMOTE-ENN AND ENSEMBLE LEARNING

  Eni Heni Hermaliani⁽¹⁾ ,   Ahmad Zainul Fanani⁽²⁾ ,   Heru Agus Santoso⁽³⁾ ,   Affandy⁽⁴⁾
  Universitas Dian Nuswantoro, Indonesia ^{(1) (2) (3) (4)}

  1009-1019

  • PDF   13   14