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

  Assessment of halal blockchain in the Indonesian food industry

  Vanany, I., Soon-Sinclair, J. M. & Rahkmawati, N. A., 23 May 2024, In: Journal of Islamic Marketing. 15, 6, p. 1498-1518 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Food Industry 100%
  • Halal Food 33%
  • Food Supply 33%
  • Frozen Food 33%
  • Plant-Based Food 33%
  1 Citation (Scopus)

• Combination of BERT and Hybrid CNN-LSTM Models for Indonesia Dengue Tweets Classification

  Anggraeni, W., Kusuma, M. F. A., Riksakomara, E., Wibowo, R. P., Pujiadi & Sumpeno, S., 2024, In: International Journal of Intelligent Engineering and Systems. 17, 1, p. 813-826 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Memory Model 100%
  • Long Short-Term Memory Network 100%
  • Bidirectional Encoder Representations From Transformers 100%
  • Convolutional Neural Network 100%
  • Long Short-Term Memory 100%
  1 Citation (Scopus)

• DESIGN OF ACADEMIC GAMIFICATION MODEL BASED ON MYERS-BRIGGS TYPE INDICATOR (MBTI) THROUGH PRE-EXPERIMENTAL DESIGN

  Rinjeni, T. P., Rakhmawati, N. A. & Nadlifatin, R., 2024, In: Journal of Information Technology Education: Research. 23, 18.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Design Experiment 100%
  • Gamification 100%
  • Myers-Briggs Type Indicator 100%
  • Learning Motivation 13%
  • Pretest 13%

• Efficient iterated local search based metaheuristic approach for solving sports timetabling problems of International Timetabling Competition 2021

  Premananda, I. G. A., Tjahyanto, A. & Mukhlason, A., 2024, (Accepted/In press) In: Annals of Operations Research.

  Research output: Contribution to journal › Article › peer-review

  • Metaheuristics 100%
  • Iterated Local Search 100%
  • Feasible Solution 100%
  • Efficient Algorithm 33%
  • Local Search Algorithm 33%

• Halal Restaurant Integration Using Bidirectional Recurrent Neural Networks

  Islammia, S. P. & Rakhmawati, N. A., 2024, In: International Journal on Food System Dynamics. 15, 1, p. 55-66 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Recurrent Neural Network 100%
  • Halal Food 100%
  1 Citation (Scopus)

• Improved performance of fake account classifiers with percentage overlap features selection

  Tjahyanto, A., Pratama, R. P. & Shiddiqi, A. M., Jun 2024, In: IAES International Journal of Artificial Intelligence. 13, 2, p. 1585-1595 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Feature Selection 100%
  • Feature Extraction 100%
  • Support Vector Machine 66%
  • Deep Learning Method 66%
  • Classification Models 33%

• Timetabling Problems and The Effort Towards Generic Algorithms: A Comprehensive Survey

  Premananda, I. G. A., Tjahyanto, A. & Muklason, A., 2024, (Accepted/In press) In: IEEE Access.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Optimisation Problem 100%
  • Limited Number 100%
  • Single Solution 100%
  • Simulated Annealing Algorithm 100%
  • Benchmark Problem 100%
• 2023

  A Comparative Analysis Review of Digital Transformation Stage in Developing Countries

  Haryanti, T., Rakhmawati, N. A. & Subriadi, A. P., 2023, In: Journal of Industrial Engineering and Management. 16, 1, p. 150-167 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Journals 100%
  • Information System 100%
  • Developing Countries 100%
  • Industrialized Countries 33%
  • Specific Industry 16%
  3 Citations (Scopus)

• Computer-Aided System of the Mandibular Cortical Bone Porosity Assessment on Digital Panoramic Radiographs

  Astuti, E. R., Arifin, A. Z., Indraswari, R., Putra, R. H., Ramadhani, N. F. & Pramatika, B., 8 Jul 2023, In: European Journal of Dentistry. 17, 2, p. 464-471 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Panoramic Radiograph 100%
  • Cortical Bone 100%
  • Osteoporosis 83%
  • Bone Density 50%
  • Osteopenia 50%
  4 Citations (Scopus)

• DEVELOPMENT OF INDONESIAN CONSTITUTION QUESTION ANSWERING SYSTEM

  Rakhmawati, N. A., Satriawan, I., Gunawan, Y. & Noviyan, R. F., 2023, In: UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science. 85, 4, p. 59-68 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Cosine Similarity 100%
  • question answering system 100%
  • Self Evaluation 100%
  • Indonesia 100%
  • Jaccard Similarity 50%

• Online Incremental Learning Based on Crowdsourcing for Indonesian Ontology Relation Extraction

  Kardinata, E. A. & Rakhmawati, N. A., Dec 2023, In: Inteligencia Artificial. 26, 72, p. 124-136 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Logical Error 100%
  • Ontology 100%
  • Learning System 100%
  • Random Forest 66%
  • Extraction Process 66%

• The Extended Digital Maturity Model

  Haryanti, T., Rakhmawati, N. A. & Subriadi, A. P., Mar 2023, In: Big Data and Cognitive Computing. 7, 1, 17.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • SPICE 100%
  • Comparative Analysis 100%
  • Qualitative Approach 100%
  • Affect Productivity 100%
  • Maturity Assessment 100%
  18 Citations (Scopus)
• 2022

  A simulation model to improve the value of rice supply chain (A case study in East Java–Indonesia)

  Suryani, E., Hendrawan, R. A., Muhandhis, I. & Indraswari, R., 2022, In: Journal of Simulation. 16, 4, p. 392-414 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Case Study 100%
  • Dynamic Models 100%
  9 Citations (Scopus)

• Dental-YOLO: Alveolar Bone and Mandibular Canal Detection on Cone Beam Computed Tomography Images for Dental Implant Planning

  Widiasri, M., Arifin, A. Z., Suciati, N., Fatichah, C., Astuti, E. R., Indraswari, R., Putra, R. H. & Za'in, C., 2022, In: IEEE Access. 10, p. 101483-101494 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Volume CT 100%
  • Alveolar Bone 100%
  • Dental Implant 100%
  • Analysis of Variance 14%
  • Image Quality 14%
  20 Citations (Scopus)

• Halal Blockchain Application for a Chicken Slaughtering Factory

  Akbar, A., Rakhmawati, N. A. & Vanany, I., 2022, In: International Journal on Food System Dynamics. 13, 3, p. 321-334 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Information 100%
  • Specific Industry 100%
  • Production Process 100%
  • Issued Certificate 100%
  • Certification Process 100%
  8 Citations (Scopus)

• Halal Food Prediction Using the Similarity Graph Algorithms

  Rakhmawati, N. A., Utomo, G. K., Indraswari, R. & Susetyo, I. R., 2022, In: International Journal on Food System Dynamics. 13, 2, p. 165-173 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Halal Food 100%
  5 Citations (Scopus)

• Ontology-Based Traffic Accident Information Extraction on Twitter In Indonesia

  Rakhmawati, N. A., Awwab, Y., Najib, A. C. & Irsyad, A., Dec 2022, In: Inteligencia Artificial. 25, 70, p. 1-12 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Ontology 100%
  • Information Extraction 100%
  • Named Entity Recognition 100%
  • Transport Safety 100%
  • Indonesia 100%
  2 Citations (Scopus)
• 2021

  Clustering student Instagram accounts using author-topic model

  Rakhmawati, N. A., Faiz, N. F., Hafidz, I., Raditya, I., Dinatha, P. & Suwignyo, A., 2021, In: International Journal of Business Intelligence and Data Mining. 19, 1, p. 70-79 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • captions 100%
  • Religion 100%
  • Feelings 100%
  • Secondary Schools 100%
  • Indonesia 50%
  1 Citation (Scopus)

• Linked open data for halal food products

  Rakhmawati, N. A., Fatawi, J., Najib, A. C. & Firmansyah, A. A., Jul 2021, In: Journal of King Saud University - Computer and Information Sciences. 33, 6, p. 728-739 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Halal Food 100%
  11 Citations (Scopus)

• Pseudo-Relevance Feedback Combining Statistical and Semantic Term Extraction for Searching Arabic Documents

  Maryamah, M., Arifin, A. Z., Sarno, R., Indraswari, R. & Sholikah, R. W., 2021, In: International Journal of Intelligent Engineering and Systems. 14, 5, p. 238-246 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Relevance Feedback 100%
  • Candidate Term 60%
  • Inverse Document Frequency 40%
  • Bidirectional Encoder Representations From Transformers 40%
  • Keyword Extraction 40%
  3 Citations (Scopus)

• Residual Fully Convolutional Network for Mandibular Canal Segmentation

  Faradhilla, Y., Arifin, A. Z., Suciati, N., Astuti, E. R., Indraswari, R. & Widiasri, M., Dec 2021, In: International Journal of Intelligent Engineering and Systems. 14, 6, p. 208-219 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Alveolar Bone 100%
  • Dental Implant Surgery 100%
  • Lower Jaw 100%
  • Mandibular Canal 100%
  • State of the Art 100%
  7 Citations (Scopus)

• What is inside the mind of teenagers on Instagram?

  Rakhmawati, N. A., Valianta, T., Hafidz, I., Pratama, A., Ridwandono, D. & Annisa, L., 2021, In: International Journal of Business Information Systems. 37, 2, p. 224-235 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Instagram 100%
  • Dirichlet 100%
  • Indonesia 100%
  • Latent Dirichlet Allocation 50%
  • Good Level 50%
  3 Citations (Scopus)
• 2020

  Clickbait detection: A literature review of the methods used

  Zuhroh, N. A. & Rakhmawati, N. A., 2020, In: Register: Jurnal Ilmiah Teknologi Sistem Informasi. 6, 1, p. 1-10 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Media Industry 100%
  • Literature Reviews 100%
  • Data Preprocessing 100%
  7 Citations (Scopus)

• Social media ranking for local governments in Indonesia

  Rakhmawati, N. A., Abadi, A. N. & Pramono, T. H., 2020, In: Electronic Government. 16, 4, p. 341-354 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Indonesia 100%
  • Local Government 100%
  • User Interfaces 100%
  • Facebook 66%
  • YouTube 33%
  1 Citation (Scopus)
• 2019

  Automatic image slice marking propagation on segmentation of dental CBCT

  Arifin, A. Z., Tanuwijaya, E., Nugroho, B., Priyatno, A. M., Indraswari, R., Astuti, E. R. & Navastara, D. A., Dec 2019, In: Telkomnika (Telecommunication Computing Electronics and Control). 17, 6, p. 3218-3225 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Experimental Result 100%
  • Segmentation Method 100%
  • Misclassification 100%
  • Image Segmentation 100%
  4 Citations (Scopus)

• Automatic segmentation of mandibular cortical bone on cone-beam CT images based on histogram thresholding and polynomial fitting

  Indraswari, R., Arifin, A. Z., Suciati, N., Astuti, E. R. & Kurita, T., 2019, In: International Journal of Intelligent Engineering and Systems. 12, 4, p. 130-141 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Volume CT 100%
  • Cortical Bone 100%
  • Bone Tissue 28%
  • Sensitivity and Specificity 14%
  • Mixture Model 14%
  12 Citations (Scopus)

• Comparison of stemming algorithms on Indonesian text processing

  Rizki, A. S., Tjahyanto, A. & Trialih, R., 1 Feb 2019, In: Telkomnika (Telecommunication Computing Electronics and Control). 17, 1, p. 95-102 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Text Processing 100%
  • Information Retrieval 66%
  • Extracting Information 33%
  • retrieval performance 33%
  17 Citations (Scopus)

• Detection of overlapping teeth on dental panoramic radiograph

  Arifin, A. Z., Adam, S., Mohammad, A. M., Anggris, F., Indraswari, R. & Navastara, D. A., 2019, In: International Journal of Intelligent Engineering and Systems. 12, 6, p. 71-80 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Segmentation Process 100%
  • Experimental Result 100%
  • Panoramic Radiograph 100%
  • Teeth 100%
  • Sensitivity and Specificity 33%
  6 Citations (Scopus)

• Multi-projection deep learning network for segmentation of 3D medical images

  Indraswari, R., Kurita, T., Arifin, A. Z., Suciati, N. & Astuti, E. R., 1 Jul 2019, In: Pattern Recognition Letters. 125, p. 791-797 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep Learning Method 100%
  • Memory Resource 66%
  • Projection Network 66%
  • True Positive Rate 33%
  • Class Imbalance 33%
  30 Citations (Scopus)
• 2018

  An integrated Assessment System of Citizen Reaction towards Local Government Social Media Accounts

  Rakhmawati, N. A. & Hanindito, D., 2018, In: Journal of Information Technology Management. 10, 3, p. 1-19 19 p.

  Research output: Contribution to journal › Article › peer-review

  • Assessment System 100%
  • Facebook 100%
  • Social Medium Account 100%
  • YouTube 100%
  1 Citation (Scopus)

• Auto Halal detection products based on euclidian distance and cosine similarity

  Rakhmawati, N. A., Firmansyah, A. A., Effendi, P. M., Abdillah, R. & Cahyono, T. A., 2018, In: International Journal on Advanced Science, Engineering and Information Technology. 8, 4-2, p. 1706-1711 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Food 100%
  7 Citations (Scopus)

• Public service for smart city through internet messenger: Which messenger perform better in terms of ‘anti identity fraud’?

  Ridwan, K., Suryotrisongko, H., Tjahyanto, A. & Hidayanto, B. C., 15 Oct 2018, In: Journal of Theoretical and Applied Information Technology. 96, 19, p. 6542-6557 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Smart City 100%
  • e-government 33%
  • Government System 33%
  • Nonrepudiation 33%
  • Public Service Medium 33%
  1 Citation (Scopus)
• 2017

  Classification model based on url and content feature approach for detection phishing website in Indonesia

  Purwiantono, F. E. & Tjahyanto, A., 15 Sept 2017, In: Journal of Theoretical and Applied Information Technology. 95, 17, p. 4181-4191 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Classification Models 100%
  • Website Phishing Detection 100%
  • Phishing Website 20%
  • Multilayer Perceptron 20%
  • web crawler 10%
  1 Citation (Scopus)

• Forecasting the number of dengue fever cases in Malang Regency Indonesia using fuzzy inference system models

  Anggraeni, W., Pramana, I. P. A. A., Samopa, F., Riksakomara, E., Wibowo, R. P., Lulus Condro, T. & Pujiadi, Jan 2017, In: Journal of Theoretical and Applied Information Technology. 95, 1, p. 1-8 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Fuzzy Inference System 100%
  • Fuzzy System 100%
  • Dengue Fever 100%
  • Inference System 100%
  • Public Health Service 40%
  5 Citations (Scopus)

• Fuzzy region merging using fuzzy similarity measurement on image segmentation

  Gunawan, W., Arifin, A. Z., Indraswari, R. & Navastara, D. A., Dec 2017, In: International Journal of Electrical and Computer Engineering. 7, 6, p. 3402-3410 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Image Segmentation 100%
  • Similarity Measurement 100%
  • Merging Region 100%
  • Similarities 100%
  • Experimental Result 33%
  10 Citations (Scopus)
• 2016

  Heterogeneous feature selection for classification of customer loyalty fast moving consumer goods (Case study: Instant noodle)

  Sulistiani, H. & Tjahyanto, A., 15 Dec 2016, In: Journal of Theoretical and Applied Information Technology. 94, 1, p. 77-83 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Feature Selection 100%
  • Case Study 100%
  • Mutual Information 100%
  • Feature Extraction 100%
  • Customer Retention 100%
  5 Citations (Scopus)
• 2015

  Gamelan instrument sound recognition using spectral and facial features of the first harmonic frequency

  Tjahyanto, A., Wulandari, D. P., Suprapto, Y. K. & Purnomo, M. H., 2015, In: Acoustical Science and Technology. 36, 1, p. 12-23 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Facial Feature 100%
  • Harmonic Frequency 100%
  • Principal Components 100%
  • Spectral Feature 100%
  • Scalogram 100%
  6 Citations (Scopus)
• 2013

  Gamelan music onset detection based on spectral features

  Wulandari, D. P., Tjahyanto, A. & Suprapto, Y. K., Mar 2013, In: Telkomnika (Telecommunication Computing Electronics and Control). 11, 1, p. 107-118 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Indonesia 100%
  • Detection Method 100%
  • Phase Deviation 100%
  • Information Retrieval 100%
  • Sound Signal 100%
  1 Citation (Scopus)

• Identical sound detection of using Least Mean Square - Adaptive cross correlation for transcription

  Suprapto, Y. K., Tjahjanto, A. & Wulandari, D. P., 10 Jul 2013, In: Journal of Theoretical and Applied Information Technology. 53, 1, p. 71-80 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Gamelan 100%
  • Sound 100%
  • era 20%
  • Spectral 20%
  • Western music 20%

• Spectral-based features ranking for gamelan instruments identification using filter techniques

  Tjahyanto, A., Suprapto, Y. K. & Wulandari, D. P., Mar 2013, In: Telkomnika (Telecommunication Computing Electronics and Control). 11, 1, p. 95-106 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Short-Time Fourier Transform 100%
  • Information Gain 100%
  • Support Vector Machine 100%
  • Time Fourier Transform 100%
  12 Citations (Scopus)
• 2011

  Saron music transcription using LPF-cross correlation

  Suprapto, Y. K., Wulandari, D. P. & Tjahjanto, A., Oct 2011, In: Journal of Theoretical and Applied Information Technology. 32, 1, p. 71-79 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Gamelan 100%
  • Traditional Music 100%
  • Sound 75%
  • Spectral 25%
  • Music analysis 25%
  4 Citations (Scopus)