Vol. 9 No. 2 (2023): October

Articles

• Optimizing Cardiovascular Disease Prediction: A Synergistic Approach of Grey Wolf Levenberg Model and Neural Networks

  DOI : 10.20473/jisebi.9.2.119-135

  Sheikh Amir Fayaz Fayaz ⁽¹⁾, Majid Zaman ⁽²⁾, Sameer Kaul ⁽³⁾, Waseem Jeelani Bakshi ⁽⁴⁾

  (1) Department of Computer Sciences, University of Kashmir, Srinagar, India , India ,

  (2) Directorate of IT & SS, University of Kashmir, Srinagar, India , India ,

  (3) Department of Computer Sciences, University of Kashmir, Srinagar, India , India ,

  (4) Department of Computer Sciences and Engineering, University of Kashmir, Srinagar, India , India

  119-135

  Abstract : 1453

  PDF : 721

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  DOI : 10.20473/jisebi.9.2.119-135

• Ensemble Learning Based Malicious Node Detection in SDN-Based VANETs

  DOI : 10.20473/jisebi.9.2.136-146

  Kunal Vermani ⁽¹⁾, Amandeep Noliya ⁽²⁾, Sunil Kumar ⁽³⁾, Kamlesh Dutta ⁽⁴⁾

  (1) Guru Jambheshwar University of Science and Technology, Haryana, India, India ,

  (2) Guru Jambheshwar University of Science and Technology, Haryana, India, India ,

  (3) Guru Jambheshwar University of Science and Technology, Haryana, India, India ,

  (4) National Institute of Technology Hamirpur, Himachal Pradesh, India, India

  136-146

  Abstract : 1200

  PDF : 629

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  DOI : 10.20473/jisebi.9.2.136-146

• Crypto-sentiment Detection in Malay Text Using Language Models with an Attention Mechanism

  DOI : 10.20473/jisebi.9.2.147-160

  Nur Azmina Mohamad Zamani ⁽¹⁾, Norhaslinda Kamaruddin ⁽²⁾

  (1) College of Computing, Informatics and Mathematics, Universiti Teknologi MARA (UiTM), Selangor, Malaysia, Malaysia ,

  (2) Institute for Big Data Analytics and Artificial Intelligence (IBDAAI), Universiti Teknologi MARA (UiTM), Selangor, Malaysia, Malaysia

  147-160

  Abstract : 1093

  PDF : 543

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  DOI : 10.20473/jisebi.9.2.147-160

• Towards Smart and Green Features of Cloud Computing in Healthcare Services: A Systematic Literature Review

  DOI : 10.20473/jisebi.9.2.161-180

  Aschalew Arega ⁽¹⁾, Durga Prasad Sharma ⁽²⁾

  (1) Faculty of Computing and Software Engineering, Arba Minch University, Arba Minch, Ethiopia, Ethiopia ,

  (2) AMUIT, MOEFDRE under UNDP, MAISM- RTU Kota, Jaipur, India , India

  161-180

  Abstract : 1377

  PDF : 1046

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  DOI : 10.20473/jisebi.9.2.161-180

• Advancement in Bangla Sentiment Analysis: A Comparative Study of Transformer-Based and Transfer Learning Models for E-commerce Sentiment Classification

  DOI : 10.20473/jisebi.9.2.181-194

  Zishan Ahmed ⁽¹⁾, Shakib Sadat Shanto ⁽²⁾, Akinul Islam Jony ⁽³⁾

  (1) Department of Computer Science, American International University - Bangladesh, Dhaka, Bangladesh , Bangladesh ,

  (2) Department of Computer Science, American International University - Bangladesh, Dhaka, Bangladesh , Bangladesh ,

  (3) Department of Computer Science, American International University - Bangladesh, Dhaka, Bangladesh , Bangladesh

  181-194

  Abstract : 1261

  PDF : 477

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  DOI : 10.20473/jisebi.9.2.181-194

• Enhancing Multi-Output Time Series Forecasting with Encoder-Decoder Networks

  DOI : 10.20473/jisebi.9.2.195-213

  Kristoko Dwi Hartomo ⁽¹⁾, Joanito Agili Lopo ⁽²⁾, Hindriyanto Dwi Purnomo ⁽³⁾

  (1) Faculty of Information Technology, Universitas Kristen Satya Wacana, Salatiga, Indonesia, Indonesia ,

  (2) Faculty of Information Technology, Universitas Kristen Satya Wacana, Salatiga, Indonesia, Indonesia ,

  (3) Faculty of Information Technology, Universitas Kristen Satya Wacana, Salatiga, Indonesia, Indonesia

  195-213

  Abstract : 1067

  PDF : 566

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  DOI : 10.20473/jisebi.9.2.195-213

• Systematic Literature and Expert Review of Agile Methodology Usage in Business Intelligence Projects

  DOI : 10.20473/jisebi.9.2.214-227

  Hapsari Wulandari ⁽¹⁾, Teguh Raharjo ⁽²⁾

  (1) Faculty of Computer Science, University of Indonesia, Jakarta, Indonesia, Indonesia ,

  (2) Faculty of Computer Science, University of Indonesia, Jakarta, Indonesia, Indonesia

  214-227

  Abstract : 1291

  PDF : 1320

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  DOI : 10.20473/jisebi.9.2.214-227

• Transfer Learning based Low Shot Classifier for Software Defect Prediction

  DOI : 10.20473/jisebi.9.2.228-238

  Vikas Suhag ⁽¹⁾, Sanjay Kumar Dubey ⁽²⁾, Bhupendra Kumar Sharma ⁽³⁾

  (1) Department of Computer Science and Engineering, Amity School of Engineering and technology, Amity University Uttar Pradesh, Noida, India, India ,

  (2) Department of Computer Science and Engineering, Amity School of Engineering and technology, Amity University Uttar Pradesh, Noida, India, India ,

  (3) Northern India Textile Research Association, Ghaziabad, Uttar Pradesh, India, India

  228-238

  Abstract : 637

  PDF : 349

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  DOI : 10.20473/jisebi.9.2.228-238

• The Use of Machine Learning to Detect Financial Transaction Fraud: Multiple Benford Law Model for Auditors

  DOI : 10.20473/jisebi.9.2.239-252

  Doni Wiryadinata ⁽¹⁾, Aris Sugiharto ⁽²⁾, Tarno Tarno ⁽³⁾

  (1) Master of Information Systems Study Program, Diponegoro University, Semarang, Central Java, Indonesia, Indonesia ,

  (2) Departement of Informatics, Diponegoro University, Semarang, Central Java, Indonesia, Indonesia ,

  (3) Department of Statistics, Diponegoro University, Semarang, Central Java, Indonesia, Indonesia

  239-252

  Abstract : 991

  PDF : 705

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  DOI : 10.20473/jisebi.9.2.239-252

• Fine-Tuning IndoBERT for Indonesian Exam Question Classification Based on Bloom's Taxonomy

  DOI : 10.20473/jisebi.9.2.253-263

  Fikri Baharuddin ⁽¹⁾, Mohammad Farid Naufal ⁽²⁾

  (1) Teknik Informatika, University of Surabaya, Surabaya, Indonesia , Indonesia ,

  (2) Teknik Informatika, University of Surabaya, Surabaya, Indonesia , Indonesia

  253-263

  Abstract : 815

  PDF : 737

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  DOI : 10.20473/jisebi.9.2.253-263

• A Systematic Literature Review of Student Assessment Framework in Software Engineering Courses

  DOI : 10.20473/jisebi.9.2.264-275

  Reza Fauzan ⁽¹⁾, Daniel Siahaan ⁽²⁾, Mirotus Solekhah ⁽³⁾, Vriza Wahyu Saputra ⁽⁴⁾, Aditya Eka Bagaskara ⁽⁵⁾, Muhammad Ihsan Karimi ⁽⁶⁾

  (1) Politeknik Negeri Banjarmasin, Banjarmasin, Indonesia , Indonesia ,

  (2) Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia, Indonesia ,

  (3) Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia, Indonesia ,

  (4) Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia, Indonesia ,

  (5) Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia, Indonesia ,

  (6) Dassault Systemés, Berlin, Germany, Germany

  264-275

  Abstract : 984

  PDF : 597

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  DOI : 10.20473/jisebi.9.2.264-275

• Information Quality of Business Intelligence Systems: A Maturity-based Assessment

  DOI : 10.20473/jisebi.9.2.276-287

  Abdelhak Ait Touil ⁽¹⁾, Siham Jabraoui ⁽²⁾

  (1) National School of Business and Management Casablanca, Meknes, Morocco , Morocco ,

  (2) National School of Business and Management Casablanca, Casablanca, Morocco, Morocco

  276-287

  Abstract : 744

  PDF : 704

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  DOI : 10.20473/jisebi.9.2.276-287

• A Fast and Reliable Approach for COVID-19 Detection from CT-Scan Images

  DOI : 10.20473/jisebi.9.2.288-304

  Md. Jawwad Bin Zahir ⁽¹⁾, Muhammad Anwarul Azim ⁽²⁾, Abu Nowshed Chy ⁽³⁾, Mohammad Khairul Islam ⁽⁴⁾

  (1) Department of Computer Science and Engineering, University of Chittagong, Chittagong, Bangladesh., Bangladesh ,

  (2) Department of Computer Science and Engineering, University of Chittagong, Chittagong, Bangladesh., Bangladesh ,

  (3) Department of Computer Science and Engineering, University of Chittagong, Chittagong, Bangladesh., Bangladesh ,

  (4) Department of Computer Science and Engineering, University of Chittagong, Chittagong, Bangladesh., Bangladesh

  288-304

  Abstract : 541

  PDF : 321

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  DOI : 10.20473/jisebi.9.2.288-304

• Implementations of Artificial Intelligence in Various Domains of IT Governance: A Systematic Literature Review

  DOI : 10.20473/jisebi.9.2.305-319

  Eva Hariyanti ⁽¹⁾, Made Balin Janeswari ⁽²⁾, Malvin Mikhael Moningka ⁽³⁾, Fikri Maulana Aziz ⁽⁴⁾, Annisa Rahma Putri ⁽⁵⁾, Oxy Setyo Hapsari ⁽⁶⁾, Nyoman Agus Arya Dwija Sutha ⁽⁷⁾, Yohannes Alexander Agusti Sinaga ⁽⁸⁾, Manik Prasanthi Bendesa ⁽⁹⁾

  (1) Information Systems, Faculty of Science and Technology, Universitas Airlangga, Surabaya, Indonesia, Indonesia ,

  (2) Information Systems, Faculty of Science and Technology, Universitas Airlangga, Surabaya, Indonesia, Indonesia ,

  (3) Information Systems, Faculty of Science and Technology, Universitas Airlangga, Surabaya, Indonesia, Indonesia ,

  (4) Information Systems, Faculty of Science and Technology, Universitas Airlangga, Surabaya, Indonesia, Indonesia ,

  (5) Information Systems, Faculty of Science and Technology, Universitas Airlangga, Surabaya, Indonesia, Indonesia ,

  (6) Information Systems, Faculty of Science and Technology, Universitas Airlangga, Surabaya, Indonesia, Indonesia ,

  (7) Information Systems, Faculty of Science and Technology, Universitas Airlangga, Surabaya, Indonesia, Indonesia ,

  (8) Information Systems, Faculty of Science and Technology, Universitas Airlangga, Surabaya, Indonesia, Indonesia ,

  (9) Business Administration, NHL Stenden University of Applied Sciences, Leeuwarden, Netherlands, Netherlands

  305-319

  Abstract : 1280

  PDF : 1371

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  DOI : 10.20473/jisebi.9.2.305-319