Laboratory of Data Acquisition and Information Dissemination

Research output

Research output per year 2010 2017 2019 2021 2022 2023 2024 2024

• 648 Citations
• 12 h-index
• 71 Conference contribution
• 41 Article
• 32 Conference article
• 2 Editorial

Research output per year

Research output per year

Search results

• 2024

  Building a Movie Recommendation System Using Neo4j Graph Database: A Case Study of Netflix Movie Dataset

  Izdihar, A. H., Tsaniyah, N. D., Nurdini, F., Mufidah, B. R. & Rakhmawati, N. A., 2024, 2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024. Institute of Electrical and Electronics Engineers Inc., p. 614-618 5 p. (2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Case Study 100%
  • Netflix 100%
  • Similarities 100%
  • Machine Learning 100%
  • Nodes 50%

• Business Process Evaluation Validation of Prospective Education Scholarship Recipients on the Platform Be Ready to Use Failure Mode and Effect Analysis (FMEA)

  Cahyadi, F. & Rakhmawati, N. A., 2024, 2024 7th International Conference on Informatics and Computational Sciences, ICICoS 2024. Institute of Electrical and Electronics Engineers Inc., p. 245-249 5 p. (Proceedings - International Conference on Informatics and Computational Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Failure Modes and Effects Analysis 100%
  • Tuition Fee 100%
  • Reliability Availability and Maintainability (Reliability Engineering) 50%
  • Process Validation 50%
  • Network Connectivity 50%

• Creating A Patient Data Redundancy Detection Model using Deep Learning Methods

  Widodo, P. W. & Rakhmawati, N. A., 2024, 2024 7th International Conference on Informatics and Computational Sciences, ICICoS 2024. Institute of Electrical and Electronics Engineers Inc., p. 262-266 5 p. (Proceedings - International Conference on Informatics and Computational Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Redundancy 100%
  • Deep Learning Method 100%
  • Patient Coding 100%
  • Recurrent Neural Network 66%
  • Solution and Solubility 50%

• Design of Brain Tumor Detection System on MRI Image Using CNN

  Ardan, I. S. & Indraswari, R., 2024, 2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024. Institute of Electrical and Electronics Engineers Inc., p. 1388-1393 6 p. (2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Magnetic Resonance Imaging 100%
  • Neural Network 100%
  • Intracranial Tumor 100%
  • Magnetic Resonance Imaging of Brain 12%
  • Brain Cancer 12%
  2 Citations (Scopus)

• Identifying Presidential Candidate Keywords in Indonesia Online Political News Using Word Embedding

  Yuniarti, L., Rakhmawati, N. A. & Indraswari, R., 2024, 2024 7th International Conference on Informatics and Computational Sciences, ICICoS 2024. Institute of Electrical and Electronics Engineers Inc., p. 18-23 6 p. (Proceedings - International Conference on Informatics and Computational Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Online 100%
  • Indonesia 100%
  • Online News 100%
  • Political news 100%
  • Word Embedding 100%

• Privacy Issues in Zoom-Based Webinars

  Permana, R. I. & Rakhmawati, N. A., 2024, 2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024. Institute of Electrical and Electronics Engineers Inc., p. 1429-1433 5 p. (2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Privacy Issue 100%
  • Webinars 100%
  • Data Privacy 100%
  • Pandemic 100%
  • Literature Reviews 33%

• Product Recommendations through Neo4j by Analyzing Patterns in Customer Purchases

  Dermawan, F., Kwang, C. H., Adijanto, M. D., Rakhmawati, N. A. & Basara, N. R., 2024, 2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024. Institute of Electrical and Electronics Engineers Inc., p. 624-627 4 p. (2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neo4j 100%
  • Similarity Method 100%
  • User Experience 100%
  • Exist Today 100%
  • Jaccard Similarity 50%
• 2023

  Analysis of Legislative Candidate's Motivation and Target in General Election 2019 Using Author-Topic Model and Node2vec

  Wulandari, H. & Rakhmawati, N. A., 2023, 2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 501-506 6 p. (2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Welfare 100%
  • Local Development 100%
  • Education Economics 100%
  • Elections 100%
  • Topic Modeling 100%

• Analysis of The Effect of Go-food on Consumptive Behaviour

  Wicaksono, N., Moh Atlomasiga, H. Z., Ramadhan, R., Ardhiya, R., Sugandhi, H. & Rakhmawati, N. A., 2023, 2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 491-495 5 p. (2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Food 100%
  • Beverage 16%

• Aspect-Based Sentiment Analysis Model with Local Sentiment Aggregation for Online Travel Reviews

  Kusumawardani, R. P., Arrizal Kusuma, M. F., Wibowo, R. P. & Tjahyanto, A., 2023, Proceedings of 2023 IEEE International Conference on Data and Software Engineering, ICoDSE 2023. Institute of Electrical and Electronics Engineers Inc., p. 19-24 6 p. (Proceedings of 2023 IEEE International Conference on Data and Software Engineering, ICoDSE 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Aspect-Based Sentiment Analysis 100%
  • Analysis Model 100%
  • Model Accuracy 50%
  • Identification Algorithm 50%
  • Popular Approach 50%

• A Systematic Literature Review on Determining Optimal Coagulant for Water Treatment: Artificial Intelligence Techniques and Variable Selection

  Cinthya, M., Vinarti, R. A. & Aini Rakhmawati, N., 2023, 2023 IEEE 8th International Conference for Convergence in Technology, I2CT 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE 8th International Conference for Convergence in Technology, I2CT 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Artificial Intelligence Technique 100%
  • Chemical Compound 100%
  • Coagulating Agent 100%
  • Toxic Injury 100%
  • Artificial Intelligence 100%
  1 Citation (Scopus)

• Bibliometric Analysis of Cyber Vetting in the Recruitment Process

  Sinaga, R. D., Anggoro Putri, N. A., Aulia, M. F., Allen Garde, C., Adiena, C. W. & Rakhmawati, N. A., 2023, 2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 485-490 6 p. (2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Bibliology 100%
  • Flat Surface 100%
  • Close Relationship 100%
  • Ethical dilemmas 50%

• Bibliometric Analysis of Financial Management Applications on Student's Financial Awareness and Condition

  Fadilla, R. Z., Seleng, R. R., Putra, A. Z., Hamzah Hutapea, H., Putra Eben, J. H. & Rakhmawati, N. A., 2023, 2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 479-484 6 p. (2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Undergraduate Student 100%
  • Bibliometric Analysis 100%
  • Application Management 100%
  • Mining Technique 33%
  • Text Mining 33%

• Chronic Disease Classification for Healthcare Facility Recommendation System

  Adni Navastara, D., Andersen, K. & Indraswari, R., 2023, Proceedings: ICMERALDA 2023 - International Conference on Modeling and E-Information Research, Artificial Learning and Digital Applications. Institute of Electrical and Electronics Engineers Inc., p. 295-300 6 p. (Proceedings: ICMERALDA 2023 - International Conference on Modeling and E-Information Research, Artificial Learning and Digital Applications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Indonesia 100%
  • Machine Learning 100%
  • Pattern Recognition 100%
  • Underdevelopment 100%
  • Nutrition Policy 100%

• Classification of Cyber Crime Cases in Surabaya, Indonesia Based on ITE Law Violation

  Aqhbar, T. R., Ardito, R. A. P., Annelies Nafisa Widi, A., Fajar, M. M. Y. & Rakhmawati, N. A., 2023, ICEEIE 2023 - International Conference on Electrical, Electronics and Information Engineering. Institute of Electrical and Electronics Engineers Inc., (ICEEIE 2023 - International Conference on Electrical, Electronics and Information Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Indonesia 100%
  • District Court 100%

• COVID-19 Viruses Link Prediction Using Graph Algorithms And Random Forest

  Hidayat, R., Baharuddin, F. & Rakhmawati, N. A., 2023, ICEEIE 2023 - International Conference on Electrical, Electronics and Information Engineering. Institute of Electrical and Electronics Engineers Inc., (ICEEIE 2023 - International Conference on Electrical, Electronics and Information Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Coronavirinae 100%

• Data Privacy Measurement In Local Government Using Metric-Based Evaluation In Surabaya City Government

  Prijamboko, D. F. A. & Rakhmawati, N. A., 2023, 2023 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2023. Institute of Electrical and Electronics Engineers Inc., p. 375-380 6 p. (2023 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Municipal Government 100%
  • Standard Deviation 100%
  • Data Protection 100%
  • Organisation for Economic Co-Operation and Development 100%
  • General Data Protection Regulation 100%

• Driving Factors of Digital Transformation Correlation Analysis

  Haryanti, T., Rakhmawati, N. A. & Subriadi, A. P., 2023, ICITDA 2023 - Proceedings of the 2023 8th International Conference on Information Technology and Digital Applications. Institute of Electrical and Electronics Engineers Inc., (ICITDA 2023 - Proceedings of the 2023 8th International Conference on Information Technology and Digital Applications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Correlation Analysis 100%
  • Digital Transformation 100%
  • Organizational Strategy 12%

• Entity Matching Analysis using SIF, RNN, Attention and Hybrid Methods for Research Article Similarity

  Amri Muzammil, M. A., Raditya, E. & Rakhmawati, N. A., 2023, 2023 5th International Conference on Cybernetics and Intelligent Systems, ICORIS 2023. Institute of Electrical and Electronics Engineers Inc., (2023 5th International Conference on Cybernetics and Intelligent Systems, ICORIS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Recurrent Neural Network 100%
  • Deep Learning Method 100%
  • Research 100%
  • Solution and Solubility 100%
  • Learning Approach 16%

• Halal Food Products Recommendation Based on Knowledge Graphs and Machine Learning

  Rakhmawati, N. A., Wibowo, N. I., Rinjeni, T. P., Indasari, S. S., Indriawan, A. & Indraswari, R., 2023, Proceedings - ICCTEIE 2023: 2023 International Conference on Converging Technology in Electrical and Information Engineering. Institute of Electrical and Electronics Engineers Inc., p. 65-70 6 p. (Proceedings - ICCTEIE 2023: 2023 International Conference on Converging Technology in Electrical and Information Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Halal Food 100%
  1 Citation (Scopus)

• Halal Traceability Systems in the Supply Chain for the Cosmetics Industry: Literature Review and Research Agenda

  Prathama, M., Baihaqi, I. & Rakhmawati, N. A., 2023, 2023 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2023. Institute of Electrical and Electronics Engineers Inc., p. 209-214 6 p. (2023 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Supply Chain 100%
  • Traceability System 100%
  • Research Agenda 100%
  • Cosmetics Industry 100%
  • Bibliometric Analysis 20%

• Identifying Gender Bias in Online Crime News Indonesia Using Word Embedding

  Sulastri, M. J., Aini Rakhmawati, N. & Indraswari, R., 2023, 2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 774-778 5 p. (2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Online 100%
  • Indonesia 100%
  • Gender representation 100%
  • Word Embedding 100%
  • Gender Equality 100%

• Linked Open Legal Data Indonesia

  Rakhmawati, N. A., Wibowo, N. I. & Rahardian, N. R., 2023, 2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 467-471 5 p. (2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Indonesia 100%
  • Open Data 100%
  • Electronic Information 50%
  • Legislation 25%

• Open Data Portal Quality (ODPQ) Framework Based Metric for Assessing the Quality of Open Data Portals in Indonesian Local Governments

  Hafidz, I., Adzanni, G. A. & Aini Rakhmawati, N., 2023, ICSGTEIS 2023 - 2023 International Conference on Smart-Green Technology in Electrical and Information Systems: Leveraging Sustainable Technologies Towards Energy Transition and Net Zero Emission, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 127-132 6 p. (Proceedings - International Conference on Smart-Green Technology in Electrical and Information Systems, ICSGTEIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Open Data 100%
  • Analytic Hierarchy Process 25%
  • Informed Choice 12%
  • Low Data Quality 12%

• Privacy on the Surface Web Based on the Personal Data Protection Law Indonesia

  Yuniarti, L., Sulastri, M. J. & Rakhmawati, N. A., 2023, 1st International Conference on Technology, Engineering, and Computing Applications: Trends in Technology Development in the Era of Society 5.0, ICTECA 2023. Institute of Electrical and Electronics Engineers Inc., (1st International Conference on Technology, Engineering, and Computing Applications: Trends in Technology Development in the Era of Society 5.0, ICTECA 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Robot 100%
  • Personal Data Protection 100%
  • Privacy Policies 100%
  • Data Protection Law 100%
  • Personal Data 66%

• Requirements Analysis for Risk Communication Systems with Design Thinking in Mining Operations

  Ariks, M. Y. & Aini Rakhmawati, N., 2023, 2023 5th International Conference on Cybernetics and Intelligent Systems, ICORIS 2023. Institute of Electrical and Electronics Engineers Inc., (2023 5th International Conference on Cybernetics and Intelligent Systems, ICORIS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Requirements Analysis 100%
  • Mining Operation 100%
  • Communication System 100%
  • Data Source 50%
  • Mobile Technology 50%

• Research Article Matching Methods using Attention, Hybrid, RNN, and SIF

  Sulastri, M. J., Ardan, I. S. & Rakhmawati, N. A., 2023, Proceedings - IEIT 2023: 2023 International Conference on Electrical and Information Technology. Institute of Electrical and Electronics Engineers Inc., p. 120-125 6 p. (Proceedings - IEIT 2023: 2023 International Conference on Electrical and Information Technology).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Research Article 100%
  • Search Engine 100%
  • Scientific Information 100%
  • Artificial Intelligence 100%
  • Recurrent Neural Network 100%

• Semi-Automatic Ontology Generation for Infectious Disease Domain from Text Data

  Ghozi, M. R. N., Djunaidy, A., Vinarti, R. A. & Rakhmawati, N. A., 2023, 2023 14th International Conference on Information and Communication Technology and System, ICTS 2023. Institute of Electrical and Electronics Engineers Inc., p. 217-221 5 p. (2023 14th International Conference on Information and Communication Technology and System, ICTS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Infection 100%
  • Public Health 14%
  • Diseases 14%
  • Clinical Decision Making 14%
  • Disease Surveillance 14%

• The Robustness of Machine Learning Models Using MLSecOps: A Case Study On Delivery Service Forecasting

  Saputra, A., Suryani, E. & Rakhmawati, N. A., 2023, 2023 14th International Conference on Information and Communication Technology and System, ICTS 2023. Institute of Electrical and Electronics Engineers Inc., p. 265-270 6 p. (2023 14th International Conference on Information and Communication Technology and System, ICTS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Case Study 100%
  • Machine Learning 100%
  • Learning System 100%
  • Cybersecurity 14%
  • Backdoors 14%
  1 Citation (Scopus)

• Website Main Content Extraction Using Template-Based Approach and Naïve-Bayes Classification

  Rakhmawati, N. A. & Kurniawan, F., 2023, ICSGTEIS 2023 - 2023 International Conference on Smart-Green Technology in Electrical and Information Systems: Leveraging Sustainable Technologies Towards Energy Transition and Net Zero Emission, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 41-46 6 p. (Proceedings - International Conference on Smart-Green Technology in Electrical and Information Systems, ICSGTEIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Learning Approach 100%
  • Web Page 100%
  • Nave Bayes 100%
  • Learning Approach 100%
  • Learning System 100%
• 2022

  A Systematic Literature Review on Personalized Adaptive Gamification

  Rinjeni, T. P., Rakhmawati, N. A. & Nadlifatin, R., 2022, Proceeding of the International Conference on Computer Engineering, Network and Intelligent Multimedia, CENIM 2022. Institute of Electrical and Electronics Engineers Inc., p. 218-223 6 p. (Proceeding of the International Conference on Computer Engineering, Network and Intelligent Multimedia, CENIM 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Gamification 100%
  • Learning Management System 14%
  • Analytics Tool 14%
  • Learning System 14%
  1 Citation (Scopus)

• Brain Tumor Detection on Magnetic Resonance Imaging (MRI) Images Using Convolutional Neural Network (CNN)

  Indraswari, R., Ardan, I. S., Arifin, A. Z., Tjahyanto, A., Rakhmawati, N. A. & Kusumawardani, R., 2022, Proceedings - 9th International Conference on Electrical Engineering, Computer Science and Informatics, EECSI 2022. Facta, M., Syafrullah, M., Riyadi, M. A., Subroto, I. M. I. & Irawan, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 367-373 7 p. (International Conference on Electrical Engineering, Computer Science and Informatics (EECSI); vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Tumor Detection 100%
  • Convolutional Neural Network 100%
  • Magnetic Resonance Imaging 100%
  • Neural Network 100%
  • Intracranial Tumor 100%
  1 Citation (Scopus)

• Characteristics of Blockchain-based Digital Asset Datasets: A Systematic Review

  Indriawan, A. & Rakhmawati, N. A., 2022, Proceeding - 6th International Conference on Information Technology, Information Systems and Electrical Engineering: Applying Data Sciences and Artificial Intelligence Technologies for Environmental Sustainability, ICITISEE 2022. Institute of Electrical and Electronics Engineers Inc., p. 425-430 6 p. (Proceeding - 6th International Conference on Information Technology, Information Systems and Electrical Engineering: Applying Data Sciences and Artificial Intelligence Technologies for Environmental Sustainability, ICITISEE 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Type 100%
  • Blockchain 100%
  • Cryptographic Asset 100%
  • File Format 100%
  • High Dimensionality 33%

• Classification of Ocular Diseases on Fundus Images Using Weighted MobileNetV2

  Rokhana, R., Herulambang, W. & Indraswari, R., 2022, IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding. Yunanto, A. A., Prayogi, Y. R., Putra, P. A. M., Hermawan, H., Nailussa'ada, N., Ruswiansari, M., Ridwan, M., Gamar, F., Ramadhani, A. D., Rahmawati, W. M. & Rusli, M. R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 570-575 6 p. (IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • MobileNetV2 100%
  • Cost Function 100%
  • Calculation Formula 66%
  • Experimental Result 50%
  • Deep Learning Method 50%
  2 Citations (Scopus)

• Design Science Research Methodology and Its Application to Developing a New Timetabling Algorithm

  Agung Premananda, I. G., Tjahyanto, A. & Mukhlason, A., 2022, Proceedings - 2022 IEEE International Conference on Cybernetics and Computational Intelligence, CyberneticsCom 2022. Institute of Electrical and Electronics Engineers Inc., p. 433-438 6 p. (Proceedings - 2022 IEEE International Conference on Cybernetics and Computational Intelligence, CyberneticsCom 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Researcher 100%
  • Algorithm 100%
  • Application 100%
  • Design 100%
  • Algorithms 100%
  3 Citations (Scopus)

• Drugs Clustering Based on Their Compositions Using Word2Vec and K-means Clustering

  Hidayat, R. & Rakhmawati, N. A., 30 Nov 2022, 2021 2nd International Conference on Information Technology, Advanced Mechanical and Electrical Engineering, ICITAMEE 2021. Jusman, Y. & Fajrin, H. R. (eds.). American Institute of Physics Inc., 020002. (AIP Conference Proceedings; vol. 2499).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • K-Means 100%
  • Rapid Growth 25%
  • Clustering 25%
  • Centroid 25%

• Exploring Backlinks Profile in Defining Metrics for Enhancing University Websites Visibility Ranking

  Nurkasanah, I., Wibowo, R. P., Lakoro, R., Yuhana, U. L., Kusuma, M. F. A., Amal, M. I., Zehroh, S. A., Sari, A. F. P., Riski, N. A. & Hudha, T. N., 2022, Proceeding of the International Conference on Computer Engineering, Network and Intelligent Multimedia, CENIM 2022. Institute of Electrical and Electronics Engineers Inc., p. 283-289 7 p. (Proceeding of the International Conference on Computer Engineering, Network and Intelligent Multimedia, CENIM 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Indonesia 100%
  • Open Access Initiative 100%
  • Administrative Structure 50%
  • Open Access 50%

• Hybrid Whale Optimization Algorithm for Solving Timetabling Problems of ITC 2019

  Premananda, I. G. A., Tjahyanto, A. & Muklason, A., 2022, Proceedings - 2022 IEEE International Conference on Cybernetics and Computational Intelligence, CyberneticsCom 2022. Institute of Electrical and Electronics Engineers Inc., p. 317-322 6 p. (Proceedings - 2022 IEEE International Conference on Cybernetics and Computational Intelligence, CyberneticsCom 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Problem Domain 100%
  • Polynomial Time 100%
  • Whale Optimization Algorithm 100%
  • System Analysis 100%
  • Experimental Result 50%
  4 Citations (Scopus)

• Movies Analysis on DBpedia and Wikidata Using Community Detection and Centrality Algorithms

  Rinjeni, T. P., Indasari, S. S., Indriawan, A. & Rakhmawati, N. A., 2022, IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding. Yunanto, A. A., Prayogi, Y. R., Putra, P. A. M., Hermawan, H., Nailussa'ada, N., Ruswiansari, M., Ridwan, M., Gamar, F., Ramadhani, A. D., Rahmawati, W. M. & Rusli, M. R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 380-386 7 p. (IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Algorithm 100%
  • Detection 100%
  • Research 25%
  1 Citation (Scopus)

• The Design Science Research Methodology (DSRM) for Self-Assessing Digital Transformation Maturity Index in Indonesia

  Haryanti, T., Rakhmawati, N. A., Subriadi, A. P. & Tjahyanto, A., 2022, Proceedings of the 2022 IEEE 7th International Conference on Information Technology and Digital Applications, ICITDA 2022. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2022 IEEE 7th International Conference on Information Technology and Digital Applications, ICITDA 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Case Study 100%
  • Practitioners 100%
  • Self-Assessment 100%
  • Digital Transformation 100%
  • Design Science Research 100%
  3 Citations (Scopus)
• 2021

  Accuracy Comparison of Home Security Face Recognition Model in the Several Lighting Condition Using Some Kinect Produced Image

  Perdana, O. R., Tjahyanto, A. & Samopa, F., 9 Apr 2021, 3rd 2021 East Indonesia Conference on Computer and Information Technology, EIConCIT 2021. Alfred, R., Haviluddin, H., Wibawa, A. P., Santoso, J., Kurniawan, F., Junaedi, H., Purnawansyah, P., Setyati, E., Saurik, H. T. T., Setiawan, E. I., Setyaningsih, E. R., Pramana, E., Kristian, Y., Kelvin, K., Purwanto, D. D., Kardinata, E. & Anugrah, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 105-110 6 p. 9431860. (3rd 2021 East Indonesia Conference on Computer and Information Technology, EIConCIT 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Face Recognition 100%
  • Lighting Condition 100%
  • Artificial Intelligence 100%
  • Security Systems 66%
  • Support Vector Machine 33%

• Alveolar Bone Detection from Dental Cone Beam Computed Tomography using YOLOv3-tiny

  Widiasri, M., Arifin, A. Z., Suciati, N., Astuti, E. R. & Indraswari, R., 28 Apr 2021, AIMS 2021 - International Conference on Artificial Intelligence and Mechatronics Systems. Institute of Electrical and Electronics Engineers Inc., 9466037. (AIMS 2021 - International Conference on Artificial Intelligence and Mechatronics Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Volume CT 100%
  • Alveolar Bone 100%
  • Tomography 100%
  • Dental Implant 40%
  • Imaging Technique 25%
  5 Citations (Scopus)

• Halal Blockchain Digital Strategy using Peppard and Ward Strategic Formulation Approach

  Waspodo, B. & Rakhmawati, N. A., 2021, 2021 9th International Conference on Cyber and IT Service Management, CITSM 2021. Institute of Electrical and Electronics Engineers Inc., (2021 9th International Conference on Cyber and IT Service Management, CITSM 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Blockchain 100%
  • Business Environment 100%
  • Sharia 100%
  • Literature Reviews 33%
  • Digitization 33%
  3 Citations (Scopus)

• Multi-Class Image Classification Based on MobileNetV2 for Detecting the Proper Use of Face Mask

  Rokhana, R., Herulambang, W. & Indraswari, R., 29 Sept 2021, International Electronics Symposium 2021: Wireless Technologies and Intelligent Systems for Better Human Lives, IES 2021 - Proceedings. Yunanto, A. A., Kusuma N, A., Hermawan, H., Putra, P. A. M., Gamar, F., Ridwan, M., Prayogi, Y. R. & Ruswiansari, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 636-641 6 p. (International Electronics Symposium 2021: Wireless Technologies and Intelligent Systems for Better Human Lives, IES 2021 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • MobileNetV2 100%
  • Classification Performance 100%
  • Image Based Classification 100%
  • Image Classification 100%
  • Network Architecture 50%
  10 Citations (Scopus)
• 2020

  Discovering Entity Profiles Candidate for Entity Resolution on Linked Open Data Halal Food Products

  Aini Rakhmawati, N. & Choirun Najib, A., 10 Dec 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3583-3591 9 p. 9378411. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Entity Resolution 100%
  • Open Data 100%
  • Attribute Value 25%
  • Link Prediction 25%
  • Evaluation Measure 25%
  4 Citations (Scopus)

• Indonesian Halal Food Integrity: Blockchain Platform

  Vanany, I., Rakhmawati, N. A., Sukoso, S. & Soon, J. M., 17 Nov 2020, CENIM 2020 - Proceeding: International Conference on Computer Engineering, Network, and Intelligent Multimedia 2020. Institute of Electrical and Electronics Engineers Inc., p. 297-302 6 p. 9297968. (CENIM 2020 - Proceeding: International Conference on Computer Engineering, Network, and Intelligent Multimedia 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Supply Chain Management 100%
  • Food Industry 100%
  • Halal Food 100%
  • Conceptual Framework 50%
  • Food Supply 25%
  14 Citations (Scopus)

• Social Network Analysis of Legislative Candidates in Indonesia General Election 2019 Using Community Detection

  Rakhmawati, N. A. & Mufidah, K., 15 Sept 2020, 2020 3rd International Conference on Computer and Informatics Engineering, IC2IE 2020. Hermawan, I., Rasyidin, M. Y. B., Huzaifa, M., Ermis Ismail, I., Muharram, A. T., Mardiyono, A., Marcheeta, N., Kurniawati, D., Yuly, A. R. & Suhanda, A. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 306-310 5 p. 9274669. (2020 3rd International Conference on Computer and Informatics Engineering, IC2IE 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Social Network Analysis 100%
  • Elections 100%
  • Indonesia 100%
  • Community Detection 100%
  • Electric Network Analysis 100%
  3 Citations (Scopus)

• Survey of Fairness in Machine Learning for Indonesian General Election Research

  Qandi, G. A. & Rakhmawati, N. A., 15 Sept 2020, 2020 3rd International Conference on Computer and Informatics Engineering, IC2IE 2020. Hermawan, I., Rasyidin, M. Y. B., Huzaifa, M., Ermis Ismail, I., Muharram, A. T., Mardiyono, A., Marcheeta, N., Kurniawati, D., Yuly, A. R. & Suhanda, A. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 19-24 6 p. 9274583. (2020 3rd International Conference on Computer and Informatics Engineering, IC2IE 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Learning 100%
  • Learning System 100%
  • Selection Process 14%
  1 Citation (Scopus)

• Time Series Analysis for Understanding Local Policy Impact of COVID-19 Cases in East Java

  Purwitasari, D., Raharjo, A. B., Akbar, I. A., Atletiko, F. J., Anggraeni, W., Ardian, M., Hidayat, N. A., Suprayogi, H. & Amin, M., 17 Nov 2020, CENIM 2020 - Proceeding: International Conference on Computer Engineering, Network, and Intelligent Multimedia 2020. Institute of Electrical and Electronics Engineers Inc., p. 52-57 6 p. 9297933. (CENIM 2020 - Proceeding: International Conference on Computer Engineering, Network, and Intelligent Multimedia 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Time Series Data 100%
  • Time Series Analysis 100%
  • Data Series 100%
  • Execution Policy 50%
  • Related Question 50%
  6 Citations (Scopus)
• 2019

  Accuracy Comparison of UV-filtered Indonesian Banknotes Denomination Recognition Systems

  Suwignyo, A., Tjahyanto, A. & Samopa, F., Oct 2019, Proceedings - 2019 International Conference on Computer Science, Information Technology, and Electrical Engineering, ICOMITEE 2019. Slamin, S., Prihandoko, A. C., Adnan, F., Prasetyo, B., Nerisafitra, P., Riskiawan, H. Y., Sulistiyani, E. & Destarianto, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 69-73 5 p. 8921098. (Proceedings - 2019 International Conference on Computer Science, Information Technology, and Electrical Engineering, ICOMITEE 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Support Vector Machine 100%
  • Recognition System 100%
  • Machine Learning Algorithm 100%
  • Transaction System 100%
  • Image Processing Method 100%
  1 Citation (Scopus)