Vol. 9 No. 2 (2023): October

This issue has been available online since October 28, 2023. It includes 10 original research articles and 4 review articles from 8 countries (India, Malaysia, Ethiopia, Bangladesh, Indonesia, Germany, Morocco, and Netherlands)

Published: 2023-11-01

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 : 1375

PDF : 516
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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 : 1111

PDF : 352
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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 : 972

PDF : 255
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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 : 1232

PDF : 524
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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 : 1077

PDF : 222
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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 : 857

PDF : 260
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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 : 1013

PDF : 667
- PDF
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 : 564

PDF : 181
- PDF
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 : 768

PDF : 308
- PDF
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 : 636

PDF : 228
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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 : 685

PDF : 340
- PDF
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 : 533

PDF : 302
- PDF
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 : 477

PDF : 165
- PDF
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 : 889

PDF : 756
- PDF
DOI : 10.20473/jisebi.9.2.305-319

Vol. 9 No. 2 (2023): October

Articles

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

Ensemble Learning Based Malicious Node Detection in SDN-Based VANETs

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

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

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

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

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

Transfer Learning based Low Shot Classifier for Software Defect Prediction

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

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

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

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

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

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

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