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• ANALISIS READINESS MAHASISWA BARU DALAM PEMBELAJARAN DARING DI UIN SUNAN KALIJAGA YOGYAKARTA

  Aulia Faqih Rifa'i ⁽¹⁾ , Sumarsono Sumarsono ⁽²⁾

  (1) Universitas Islam Negeri Sunan Kalijaga Yogyakarta

  (2) Universitas Islam Negeri Sunan Kalijaga Yogyakarta

  DOI : 10.15408/jti.v13i2.18580

  Abstract View : 247

  179-188

• Pengembangan Algoritma Unsupervised Learning Technique Pada Big Data Analysis di Media Sosial sebagai media promosi Online Bagi Masyarakat

  Nurhayati Buslim ⁽¹⁾ , Rayi Pradono Iswara ⁽²⁾

  (1) (SCOPUS ID : 55516191400) Universitas Islam Negeri Syarif Hidayatullah, Indonesia

  (2) Universitas Islam Negeri Syarif Hidayatullah, Indonesia

  DOI : 10.15408/jti.v12i1.11342

  Abstract View : 410

  79-96

• Impact of Hyperparameter Tuning on CNN-Based Algorithm for MRI Brain Tumor Classification

  Muhammad Nasri Gea ⁽¹⁾ , Wanayumini Wanayumini ⁽²⁾ , Rika Rosnelly ⁽³⁾

  (1) Computer Science, Computer Science and Engineering, Potensi Utama University

  (2) Computer Science, Computer Science and Engineering, Asahan University

  (3) Computer Science, Faculty of Engineering And Computer Science,Potensi Utama University

  DOI : 10.15408/jti.v18i1.44147

  Abstract View : 311

  87-100

• Comparison of Hyperparameter Tuning Methods for Optimizing K-Nearest Neighbor Performance in Predicting Hypertension Risk

  Dimas Trianda ⁽¹⁾ , Dedy Hartama ⁽²⁾ , Solikhun Solikhun ⁽³⁾

  (1) Informatics Engineering Study Program, STIKOM Tunas Bangsa

  (2) Information Systems Study Program, STIKOM Tunas Bangsa

  (3) Informatics Engineering Study Program, STIKOM Tunas Bangsa

  DOI : 10.15408/jti.v18i1.42260

  Abstract View : 386

  111-121

• Evaluating User Satisfaction in The Halodoc Application Using a Hybrid CNN-BiLTSM Model for Sentiment Analysis

  Dian Kurniasari ⁽¹⁾ , Arif Su'admaji ⁽²⁾ , Favorisen Rosyking Lumbanraja ⁽³⁾ , Warsono ⁽⁴⁾

  (1) Department of Mathematics, Faculty of Mathematics and Natural Science, Lampung University, indonesia

  (2) Department of Mathematics, Faculty of Mathematics and Natural Science, Lampung University, Indonesia

  (3) Department of Computer Science, Faculty of Mathematics and Natural Science, Lampung University, Indonesia

  (4) Department of Mathematics, Faculty of Mathematics and Natural Science, Lampung University, Indonesia

  DOI : 10.15408/jti.v18i2.42762

  Abstract View : 546

  209-225

• Real-Time Occluded Face Identification Using Deep Learning

  Muhammad Fachrurrozi ⁽¹⁾ , Anggina Primanita ⁽²⁾ , Rafly Pakomgan ⁽³⁾ , Abdiansah Abdiansah ⁽⁴⁾

  (1) Sriwijaya University

  (2) Sriwijaya University

  (3) Sriwijaya University

  (4) Sriwijaya University

  DOI : 10.15408/jti.v16i1.31211

  Abstract View : 173

  69-79

• Geographical Indication Classification Based on Stingless Bee Honey Samples Using a Generative Model on Spectral Data for Mobile Device Applications

  Hata Maulana ⁽¹⁾ , Yohanes Aris Purwanto ⁽²⁾ , Diding Suhandy ⁽³⁾ , Sony Hartono Wijaya ⁽⁴⁾ , Heru Sukoco ⁽⁵⁾

  (1) Computer Science, School of Science, Mathematics and Informatics, Institute Pertanian Bogor University

  (2) Mechanical and Biosystems Engineering, Faculty of Agricultural Technology, Institute Pertanian Bogor University

  (3) Agricultural Engineering, Faculty of Agricultural, The University of Lampung

  (4) Computer Science, School of Science, Mathematics and Informatics, Institute Pertanian Bogor University

  (5) Computer Science, School of Science, Mathematics and Informatics, Institute Pertanian Bogor University

  DOI : 10.15408/jti.v19i1.49280

  Abstract View : 299

  160-171

• Optimizing Naïve Bayes Method for Felder-Silverman Learning Style Model Identification

  Hanatyani Nur Asmi ⁽¹⁾ , Slamet Risnanto ⁽²⁾ , Othman Bin Mohd ⁽³⁾

  (1) Informatics Engineering Study Program, Faculty of Engineering, Universitas Sanga Buana

  (2) Informatics Engineering Study Program, Faculty of Engineering, Universitas Sanga Buana

  (3) Faculty of Information and Communication Technology, Universiti Teknikal Malaysia

  DOI : 10.15408/jti.v18i1.40936

  Abstract View : 294

  12-21

• Sentiment Analysis of Pospay Application Reviews Using the Bert Deep Learning Method

  Erna Mulyati ⁽¹⁾ , Muhammad Ibnu Choldun Rachmatullah ⁽²⁾ , Adri Sapta Firmansyah ⁽³⁾

  (1) Universitas Logistik dan Bisnis Internasional, Bandung, Indonesia

  (2) Universitas Logistik dan Bisnis Internasional, Bandung, Indonesia

  (3) Universitas Pendidikan Indonesia, Bandung, Indonesia

  DOI : 10.15408/jti.v18i2.41116

  Abstract View : 1045

  173-183

• Selection of Home Wifi Internet: Machine Learning Implementation With Decision Tree C4.5 Algorithm Method

  Dewi Khairani ⁽¹⁾ , Muhammad Ammaridho Romdhan Siregar ⁽²⁾ , Siti Ummi Masruroh ⁽³⁾ , Miftakhul Nuuril Azizah ⁽⁴⁾

  (1) (SCOPUS ID: 24779480600); Syarif Hidayatullah State Islamic University of Jakarta, Indonesia

  (2) UIN Syarif Hidayatullah Jakarta

  (3) UIN Syarif Hidayatullah Jakarta

  (4) Asan-Si, Chungcheongnam-do, South Korea

  DOI : 10.15408/jti.v15i2.27741

  Abstract View : 235

  178-187

• FinBERT-Based Sentiment Integration in Hybrid CNN– BiLSTM Models For Stock Price Forecasting

  Mohammad Tyas Pawitra ⁽¹⁾ , Lukman Abdurrahman ⁽²⁾ , Hanif Fakhrurroja ⁽³⁾

  (1) Information System Study Program, School of Industrial Engineering, Telkom University

  (2) Information System Study Program, School of Industrial Engineering, Telkom University

  (3) Information System Study Program, School of Industrial Engineering, Telkom University

  DOI : 10.15408/jti.v19i1.49466

  Abstract View : 332

  73-84

• Human Fall Motion Prediction: Fall Motion Forecasting and Detection with GRU

  Andi Prademon Yunus ⁽¹⁾ , Amalia Beladinna Arifa ⁽²⁾ , Yit Hong Choo ⁽³⁾

  (1) Department of Informatics, Telkom University

  (2) Department of Informatics, Telkom University

  (3) Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University

  DOI : 10.15408/jti.v17i2.41027

  Abstract View : 284

  171-178

• Feature Extraction Using Mel-Frequency Cepstral Coefficients (MfCC) Technique For A Tajweed Guess Based on Android Application Development

  Khodijah Hulliyah ⁽¹⁾ , Lilik Ummi Kultsum ⁽²⁾ , Wahyu Hendarto Wibowo ⁽³⁾ , Anif Hanifa Setianingrum ⁽⁴⁾ , Arini Arini ⁽⁵⁾ , Yusuf Durachman ⁽⁶⁾

  (1) Department of Informatics Faculty of Science and Technology, Syarif Hidayatullah State Islamic University Jakarta

  (2) Department of Quran and Tafsir Faculty of Ushuluddin, Syarif Hidayatullah State Islamic University Jakarta

  (3) Department of Informatics Faculty of Science and Technology, Syarif Hidayatullah State Islamic University Jakarta

  (4) Department of Informatics Faculty of Science and Technology, Syarif Hidayatullah State Islamic University Jakarta

  (5) Department of Informatics Faculty of Science and Technology, Syarif Hidayatullah State Islamic University Jakarta

  (6) Department of Informatics Faculty of Science and Technology, Syarif Hidayatullah State Islamic University Jakarta

  DOI : 10.15408/jti.v18i1.44721

  Abstract View : 450

  133-142

• Explainable Ensemble Learning for Urban Flood Risk Mapping in Jakarta Using Multi-Source Geospatial and Hydrometeorological Data

  Arief Wibowo ⁽¹⁾ , Abdul Haris Achadi ⁽²⁾

  (1) Department of Computer Science, Faculty of Information Technology, Universitas Budi Luhur

  (2) Department of Disaster Management, Faculty of Economics and Bussiness, Universitas Budi Luhur

  DOI : 10.15408/jti.v19i1.49010

  Abstract View : 378

  38-51

• Integration of Design Sprint Method into Mobile Development Application Life Cycle to Create MobilePQI Application Prototype

  Fenty Eka Muzayyana Agustin ⁽¹⁾ , Nuriyah Thahir ⁽²⁾ , Ade Rina Farida ⁽³⁾ , Kania Mayastika ⁽⁴⁾

  (1) Informatics, Science, and Technology, State Islamic University Syarif Hidayatullah Jakarta, Indonesia

  (2) Da’wah and Communication Sciences, State Islamic University Syarif Hidayatullah Jakarta, Indonesia

  (3) Da’wah and Communication Sciences, State Islamic University Syarif Hidayatullah Jakarta, Indonesia

  (4) Arts and Designs, Canberra University, Australia

  DOI : 10.15408/jti.v17i1.37818

  Abstract View : 357

  61-69

• Anomaly Detection in Computer Networks Using Isolation Forest in Data Mining

  Hartati Tammamah Lubis ⁽¹⁾ , Roslina Roslina ⁽²⁾ , Lili Tanti ⁽³⁾

  (1) Computer Science, Computer Science and Engineering, Potensi Utama University

  (2) Computer Science, Computer Science and Engineering, Potensi Utama University

  (3) Computer Science, Computer Science and Engineering, Potensi Utama University

  DOI : 10.15408/jti.v18i1.44285

  Abstract View : 597

  77-86

• Sentiment Analysis of Twitter Discussions About Lampung Robusta Coffee: A Comparative Study of Machine Learning Algorithms with SVM as The Optimal Model

  Yodhi Yuniarthe ⁽¹⁾ , Admi Syarif ⁽²⁾ , Imam Marzuki Shofi ⁽³⁾ , Fatimah Fahurian ⁽⁴⁾

  (1) Department of Informatics, Faculty of Computer, Indonesia Mitra University, Indonesia

  (2) Department of Computer Science-Faculty of Mathematics and Natural Sciences, Lampung University, Indonesia

  (3) Department of Informatics, Faculty of Science and Technology, UIN Syarif Hidayatullah Jakarta, Indonesia

  (4) Department of Information System, Faculty of Computer, Indonesia Mitra University, Indonesia

  DOI : 10.15408/jti.v18i2.41316

  Abstract View : 564

  339-349

• Machine Learning for the Model Prediction of Final Semester Assessment (FSA) using the Multiple Linear Regression Method

  Fitria Rachmawati ⁽¹⁾ , Jejen Jaenudin ⁽²⁾ , Novita Br Ginting ⁽³⁾ , Panji Laksono ⁽⁴⁾

  (1) Department of Information Systems, Faculty of Science and Technology, Ibn Khaldun Bogor University, Indonesia

  (2) Department of Information Systems, Faculty of Science and Technology, Ibn Khaldun Bogor University, Indonesia

  (3) Department of Information Systems, Faculty of Science and Technology, Ibn Khaldun Bogor University, Indonesia

  (4) Department of Information Technology, Faculty of Science and Technology, Ibn Khaldun Bogor University, Indonesia

  DOI : 10.15408/jti.v17i1.28652

  Abstract View : 331

  1-9

• EVALUASI USABILITY PADA APLIKASI E-LEARNING DI JURUSAN TEKNIK INFORMATIKA UNIVERSITAS PAMULANG

  Thoyyibah thoyyibah ⁽¹⁾

  DOI : 10.15408/jti.v11i2.8036

  Abstract View : 260

  139-148

• Food Image Classification and Recipe Recommendation for South Sumatran Cuisine Using EfficientNetB1

  Farhah Salsabillah ⁽¹⁾ , Ade Silvia Handayani ⁽²⁾ , Nurhajar Anugraha ⁽³⁾

  (1) Department of Electrical Engineering, Telecommunication Engineering, Sriwijaya State Polytechnic, Indonesia

  (2) Department of Electrical Engineering, Telecommunication Engineering, Sriwijaya State Polytechnic, Indonesia

  (3) Department of Electrical Engineering, Telecommunication Engineering, Sriwijaya State Polytechnic, Indonesia

  DOI : 10.15408/jti.v18i2.46449

  Abstract View : 550

  292-302

• Hoax News Detection Using Passive Aggressive Classifier And TfidfVectorizer

  Maulana Fajar Lazuardi ⁽¹⁾ , Renaldy Hiunarto ⁽²⁾ , Kareena Futri Ramadhani ⁽³⁾ , Noviandi Noviandi ⁽⁴⁾ , Riya Widayanti ⁽⁵⁾ , Muhamad Hadi Arfian ⁽⁶⁾

  (1) Esa Unggul University

  (2) Esa Unggul University

  (3) Esa Unggul University

  (4) Esa Unggul University

  (5) Esa Unggul University

  (6) Esa Unggul University

  DOI : 10.15408/jti.v16i2.34084

  Abstract View : 442

  185-193

• Challenges and Strategies in Forensic Investigation: Leveraging Technology for Digital Security Using Log/Event Analysis Method

  Ammar Yasir Nasution ⁽¹⁾ , Hartono Hartono ⁽²⁾ , Rika Rosnelly ⁽³⁾

  (1) Computer Science, Computer Science and Engineering, Potensi Utama University

  (2) Computer Science, Computer Science and Engineering, Medan Area University

  (3) Computer Science, Computer Science and Engineering, Potensi Utama University

  DOI : 10.15408/jti.v18i1.42815

  Abstract View : 390

  53-63

• PEMANFAATAN PRIVATE CLOUD STORAGE SEBAGAI MEDIA PENYIMPANAN DATA E-LEARNING PADA LEMBAGA PENDIDIKAN

  Irfan Santiko ⁽¹⁾ , Rahman Rosidi ⁽²⁾

  (1) STMIK AMIKOM Purwokerto

  (2) STMIK AMIKOM Purwokerto

  DOI : 10.15408/jti.v10i2.6992

  Abstract View : 364

  137-146

• Addressing Class Imbalance in Machine Learning for Predicting On-Time Student Graduation at The Islamic University of Riau

  Akmar Efendi ⁽¹⁾ , Sarjon Defit ⁽²⁾

  (1) Department of Informatics Engineering, Faculty of Engineering, Universitas Islam Riau

  (2) Department of Information Technology, Faculty of Computer Science, Universitas Putra Indonesia YPTK

  DOI : 10.15408/jti.v18i2.45913

  Abstract View : 549

  226-235

• Enhancing ITIL Incident Management: Innovative Machine Learning Approaches for Efficient Incident Prioritization and Resolution

  Alifia Ayu Zahrothul Ain ⁽¹⁾ , Cutifa Safitri ⁽²⁾

  (1) President University

  (2) President University

  DOI : 10.15408/jti.v16i2.31439

  Abstract View : 653

  204-214