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Big data analytics for relative humidity time series forecasting based on the LSTM network and ELM Kurnianingsih, Kurnianingsih; Wirasatriya, Anindya; Lazuardi, Lutfan; Wibowo, Adi; Enriko, I Ketut Agung; Chin, Wei Hong; Kubota, Naoyuki
International Journal of Advances in Intelligent Informatics Vol 9, No 3 (2023): November 2023
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/ijain.v9i3.905

Abstract

Accurate and reliable relative humidity forecasting is important when evaluating the impacts of climate change on humans and ecosystems. However, the complex interactions among geophysical parameters are challenging and may result in inaccurate weather forecasting. This study combines long short-term memory (LSTM) and extreme learning machines (ELM) to create a hybrid model-based forecasting technique to predict relative humidity to improve the accuracy of forecasts. Detailed experiments with univariate and multivariate problems were conducted, and the results show that LSTM-ELM and ELM-LSTM have the lowest MAE and RMSE results compared to stand-alone LSTM and ELM for the univariate problem. In addition, LSTM-ELM and ELM-LSTM result in lower computation time than stand-alone LSTM. The experiment results demonstrate that the proposed hybrid models outperform the comparative methods in relative humidity forecasting. We employed the recursive feature elimination (RFE) method and showed that dewpoint temperature, temperature, and wind speed are the factors that most affect relative humidity. A higher dewpoint temperature indicates more air moisture, equating to high relative humidity. Humidity levels also rise as the temperature rises.
Primagravida usability and user satisfaction as a digital health initiative for pregnancy educational media and remote rural monitoring Sumunar, Dimas; Lismidiati, Wiwin; Kusumawati, Happy Indah; Lazuardi, Lutfan; Purnama, Mia
BKM Public Health and Community Medicine PHS8 Accepted Abstracts
Publisher : Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Background: Nutritional status during pregnancy is one of the critical factors to determine maternal and fetal development status, which impacts birth weight, perinatal mortality, and infant growth. The Special Region of Yogyakarta government sets a target for reducing the number of maternal and child mortality as a health priority. Monitoring pregnant women's health regularly is crucial as preventive measures and promotive approaches for mothers and fetuses. Primagravida, a web-based system, was developed to assist pregnant women in rural areas in monitoring their health, especially during the COVID-19 pandemic. This study evaluate the usability and users' satisfaction in using Primagravida. Methods: This was quantitative descriptive research with a cross-sectional design. We conducted the study in the Kalibawang Primary Health Center (PHC) service area between June - October 2021. One hundred ten pregnant women and five midwives participated in this study. Pregnant women were registered and monitored their pregnancy through a web-based service that was integrated with maternal and child health care delivered by the PHC. Pregnant women reported their health status through the Primagravida system periodically and received feedback from the PHC’s midwives. To evaluate users’ usability, the System Usability Scale (SUS), which was developed by Brooke (1996) was utilized while the researcher developed the users’ satisfaction questionnaire to measure satisfaction. Results and Discussion: Results indicated that most of the participants were satisfied with the benefits, information relevance, content adequacy and clarity, platform availability, and up-to-the-minute curated knowledge provided by the system. The utilization of this system reduced the number of visits to PHC since health monitoring could be assessed online. Regarding system usability, respondents reported a score of 70, and the average score of respondents is 66. Conclusion: Primagravida system is well adopted by pregnant women in Kalibawang District, Kulon Progo, to monitor their health and fetal status. Feature development is required to accommodate the upcoming demands in providing holistic maternal and perinatal.
Optimizing dengue surveillance with ‘Tunggal Dara’ android-based application: key findings for sustainable implementation Amalia, Ichlasul; Ahmad, Riris Andono; Lazuardi, Lutfan
BKM Public Health and Community Medicine Vol 39 No 07 (2023)
Publisher : Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/bkm.v39i07.8793

Abstract

Purpose: This study evaluated the effectiveness of 'Tunggal Dara,' an Android-based system, in optimizing dengue surveillance in Semarang, Indonesia, using the Modified Consolidated Framework of Implementation Research (mCFIR). Methods: This explanatory mixed-method study utilized an online mCFIR questionnaire to measure performance and importance scores across five domains and two sub-domains. Perspectives of 46 epidemiologists and 167 community health workers (CHWs) were included. Focus group discussions, key-informant interviews with relevant stakeholders at the local-national level, field observations, and application log analysis were also conducted. Descriptive and thematic analyses were performed to provide insights into its fidelity, penetration, and sustainability. Results: In 2022, the weekly participation rate remained stable, ranging from 76.3-97.7% for village-level CHWs and 100% for epidemiologists, indicating strong program sustainability. However, cadres and epidemiologists rated performance support from the outer setting domain as the lowest, recognizing its potential impact when executed properly. Three major themes emerged as facilitators: solid community engagement, high users’ demand and commitment, and collaboration opportunities. Four key barriers were discovered: integration and interoperability challenges, data input quality and standardization issues, variations in end-user characteristics, and limited involvement of local stakeholders. Conclusion: This study has the potential to contribute significantly to the field of dengue surveillance in Indonesia and beyond, providing valuable insights into the benefits and limitations of adopting digital innovations to combat this persistent public health threat.
Evaluation of the functional egg supplement program for pregnant women with chronic energy deficiency Sugiyanto, Nida Alhusna; Arjuna, Tony; Lazuardi, Lutfan
BKM Public Health and Community Medicine Vol 38 No 05 (2022)
Publisher : Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/bkm.v38i05.19885

Abstract

Purpose: This study aims to determine the effect of functional egg administration on changes in nutritional status, protein intake, and babies born. Methods: A study analytical with a cross-sectional design that was seen retrospectively. In-depth interviews were conducted with key informants and supporters to support research data. Results: Analysis found that consumption of functional eggs was not statistically related to nutritional status, weight, and length of the child's body but was descriptively related. Functional egg consumption is associated with increased energy and protein intake with p values ​​0.005 and 0.011 (p <0.05). There was an increase in body weight, MUAC, and nutritional status of chronic energy deficiency (CED) pregnant women becoming NON-CED, thereby reducing the birth of LBW and LBL. Conclusions: Functional eggs are not used as additional food; they become the mother's central protein intake. There is a need to increase commitment among organizers, implementers, and targets in implementing programs to break the stunting chain.
Social Media User X's Sentiment Towards Omnibus Health Law in Indonesia Prastowo, Muhammad Yogie; Lazuardi, Lutfan; Kristina, Susi Ari
Indonesian Journal of Global Health Research Vol 6 No 5 (2024): Indonesian Journal of Global Health Research
Publisher : GLOBAL HEALTH SCIENCE GROUP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37287/ijghr.v6i5.3605

Abstract

The Health Omnibus Law aims to reform the health sector. Prior to its enactment, public responses emerged in various forms, one of which was by expressing opinions on X social media. Objective: This study aims to determine public sentiment towards the Omnibus Health Law and its behaviour based on speech act theory. Method: Qualitative data was obtained retrospectively by means of text mining or extracting tweets using the hashtags #UUKesehatanOmnibuslaw and #UUKesehatan. From a total of 1,960 sent from 11 July to 31 August 2023, descriptive research was carried out with a qualitative approach on these tweets. Then classify sentiment using the Naïve Bayes algorithm and classify using speech act theory analysis. Results: 1,960 tweets were found that met the criteria. The results showed that neutral sentiment (94.13%) dominated the tweets compared to negative sentiment (3.16%) and positive sentiment (2.70%). There were 9 themes found in the tweets, with the dominant theme being ‘laws and government’. Conclusions: The results showed that the majority of tweet users were assertive and gave 'statements’ in response to the omnibus health law
The Leading Causes of Death among Adult Mortality: Data Analysis of Sleman Health and Demographic Surveillance System, Indonesia Wahab, Abdul; Indriani, Citra; Lazuardi, Lutfan; Zhu, Ningxin
JURNAL INFO KESEHATAN Vol 23 No 1 (2025): JURNAL INFO KESEHATAN
Publisher : Research and Community Service Unit, Poltekkes Kemenkes Kupang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31965/infokes.Vol23.Iss1.1633

Abstract

Determining the cause of death (CoD) is crucial for effective health policy and decision-making, particularly in population health programs. The World Health Organization (WHO) developed the Verbal Autopsy (VA) tool to ascertain CoD through verbal information, particularly in countries lacking comprehensive vital registration systems. In Indonesia, the health landscape is shifting from communicable diseases to non-communicable diseases (NCDs), highlighting the need for updated mortality surveillance. This study aimed to determine the major causes of death among adult mortality in Sleman Health and Demographic Surveillance System (HDSS) Indonesia. A demographic surveillance system was employed to monitor vital events, including mortality, with verbal autopsy interviews conducted for each death. A total of 279 adult deaths (ages 15 years and older) from the first two cycles of surveillance were analyzed. Trained enumerators conducted verbal autopsy interviews with informants close to the deceased. The InterVA program was used to process the verbal autopsy data, identifying the CoD for 274 adult deaths. Descriptive analysis was performed to determine the proportion of each cause of death, and Chi-square tests were used to assess differences in proportions. The findings revealed that 68.2% (95% CI: 62.38–73.72) of deaths were due to NCDs, including stroke, heart disease, diabetes, asthma, and chronic liver disease. Infectious diseases accounted for 24.8% (95% CI: 19.82–30.37), while injuries (primarily accidents) contributed to 6.6% (95% CI: 3.94–10.18). Stroke was the leading cause of death, particularly in individuals aged 50–64 years (21.2%, 95% CI: 16.48–26.49), followed by acute respiratory infections, including pneumonia (10.6%, 95% CI: 7.2–14.85). The study concluded that NCDs, particularly stroke, are the leading causes of adult mortality in Sleman HDSS, with significant contributions from acute respiratory infections and injuries. It is recommended for future research to further develop Verbal Autopsy technology, such as AI-based applications that can improve the accuracy of determining the cause of death.
Implementasi Kebijakan Subsidi Pelayanan Kesehatan Dasar Terhadap Kualitas Pelayanan Puskesmas di Kota Singkawang Apriyanto, R. Hendri; Kuntjoro, Tjahjono; Lazuardi, Lutfan
Jurnal Kebijakan Kesehatan Indonesia Vol 2, No 4 (2013): December
Publisher : Center for Health Policy and Management

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (295.09 KB) | DOI: 10.22146/jkki.v2i4.3202

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Background: Health sector is inseparable from thedecentralized system of local autonomy. Health sector is aresponsibility of the local government, even though it isfrequently included in the political policies of a leader. Thedirection of healthcare service development, particularly atthe level of Health Center, has been maintained in the Mayor'sDecree of Singkawang No. 82/2009 on the subsidiary ofhealthcare in Kota Singkawang.Objective: To find out the quality of healthcare at the HealthCenters in relation to the primary healthcare subsidy based onthe perception of society, control/supervision of Local HealthOffice, management, service time, service capacity/type, andattitude of the health center staffs.Method: A descriptive research with case study design wasconducted in three Health Centers: Singkawang Tengah, SingkawangTimur, and Singkawang Utara Health Centers. Subjectsof the research were 15 health staffs and 111 patients.The data were collected using questionnaire, observation, andinterviews.Results: The research found a score of 3.3 for the healthcarein Singkawang Tengah, Singkawang Timur, and SingkawangUtara Health Centers. It means that the Health Center providedrelatively high quality healthcare. From the Reliability dimension,a score of 2.92 was found for Point 2 quick examinationservice with reference to the standard procedure and a scoreof 2.97 for Point 5, the timeliness of healthcare. From the Responsivenessdimension, a score of 2.77 was found for Point 3– the patients did not wait long to get the healthcare service –and a score of 2.94 for Point 4 – the working hour of the HealthCenter. Qualitative analysis showed that the Local Health Officecontrolled/supervised the Health Centers by means of utilization/visit reports and management. It was found that servicetime was frequently ignored and that service type/capacity atthe Health Centers was constrained by the availability of reagentsand medication. The health staffs tended to ignore servicequality and time and there was an indication of deviation inthe utilization/visit reports sent by the Health Centers.Conclusion: The Local Health Office did not have adequatetools to control/supervise the Health Centers, as evident fromthe aspect of management, service time, service type/capacity,and health staff attitude. Procurement of healthcare supplieswas hampered by bidding process and the health staffs needcontinuous training and development.Keywords: Health Office, Health Centers, Public Perception,and Healthcare quality
Kepuasan Terhadap Layanan Aplikasi PACS Online di RS National Hospital Surabaya Yohanes, Yohanes; Lazuardi, Lutfan
Jurnal Kebijakan Kesehatan Indonesia Vol 11, No 1 (2022): March
Publisher : Center for Health Policy and Management

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/jkki.69737

Abstract

Latar belakang: Aplikasi PACS online merupakan aplikasi yang digunakan oleh RS. National Hospital Surabaya untuk menyimpan data gambar digital Radiologi yang dapat diakses oleh internal rumah sakit dan pasien. Penerapan aplikasi PACS online di RS. National Hospital Surabaya belum maksimal dikarenakan penggunaan pasien masih 50-60%, maka dari itu perlu dilakukan penelitian tentang kepuasan layanan aplikasi PACS online di RS. National Hospital Surabaya.Tujuan: Tujuan dari penelitian ini adalah untuk mengambarkan faktor-faktor yang berpengaruh terhadap kepuasan terhadap layanan aplikasi PACS online di RS. National Hospital Surabaya.Metode: Metode untuk penelitian ini menggunakan teori HOT-Fits dan merupakan penelitian deskriptif dengan pendekatan Mixed Method Research (KUANTITATIF dan kualitatif).Hasil: Populasi penelitian ini adalah pengguna aplikasi PACS online di RS. National Hospital, dengan jumlah sampel 133 responden yang mengisi kuesioner dan 10 responden yang diwawancarai. Hasil penelitian dengan korelasi menunjukkan ada hubungan antara kualitas sistem dengan kepuasan pengguna, kualitas informasi dengan kepuasan pengguna, kualitas layanan dengan kepuasan pengguna dan ada hubungan secara simultan kualitas layanan, kualitas informasi, dan kualitas layanan dengan kepuasan pengguna aplikasi PACS online di RS. National Hospital Surabaya.Kesimpulan: Hasil penelitian dengan analisis regresi linier berganda menunjukkan ada pengaruh secara simultan kualitas sistem, kualitas informasi, dan kualitas layanan dengan kepuasan pengguna aplikasi PACS online di RS. National Hospital dengan nilai sebesar 84,3%. Sedangkan sisanya (100% - 84,3% = 15,7%) dipengaruhi oleh variabel lain di luar persamaan regresi ini atau variabel yang tidak diteliti. Saran yang diberikan yaitu memonitoring dan mengevaluasi kepuasan pengguna aplikasi PACS online, mengevaluasi dan menerapkan masukkan dari pengguna aplikasi PACS online, dan pengoptimalan dukungan manajemen puncak dalam evaluasi penerapan aplikasi PACS online.
Analisis Program Telekolekting di BPJS Kesehatan KC Muara Bungo Tahun 2022 Sari, Permata; Lazuardi, Lutfan
Jurnal Kebijakan Kesehatan Indonesia Vol 11, No 3 (2022): September
Publisher : Center for Health Policy and Management

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/jkki.76225

Abstract

Latar Belakang: Kolektibilitas iuran peserta segmen PBPU dan BP di BPJS Kesehatan KC Muara Bungo adalah 67,44% yang merupakan kolektibilitas terendah dibanding segmen lain. Telekolekting merupakan salah satu program yang bertujuan untuk memberikan informasi tagihan iuran kepada peserta PBPU menunggak via telepon. Dengan telekolekting diharapkan peningkatan kolektibilitas iuran peserta PBPU. Tujuan: Penelitian ini bertujuan untuk mengeksplorasi pelaksanaan program telekolekting sebagai upaya peningkatan kolektibilitas iuran peserta PBPU di BPJS Kesehatan KC Muara Bungo. Metode: Penelitian ini merupakan penelitian deskriptif kualitatif. Peneliti menggunakan purposive sampling dengan subjek penelitian berjumlah 12 orang. Pengumpulan data dilakukan dengan wawancara mendalam dan telaah dokumen. Hasil: Prosedur telekolekting dimulai dari tahap persiapan, aktivitas telekolekting, monitoring dan evaluasi. Monitoring masih belum optimal dilaksanakan. Kendala pelaksanaan telekolekting terdiri dari kendala SDM, kendala sarana prasarana, kendala aplikasi, kendala data dan kendala peserta. Beberapa PTT telekolekting belum mendapatkan pelatihan dasar telekolekting, penempatan ruangan yang masih belum sesuai memerlukan perhatian dari KC Muara Bungo. Kolektibilitas Iuran KC Muara Bungo mengalami peningkatan setelah dilaksanakan telekolekting oleh PTT telekolekting. Kesimpulan: Terdapat peningkatan kolektibilitas iuran sejak dilakukan telekolekting oleh PTT telekolekting  BPJS Kesehatan KC Muara Bungo namun perlu dilakukan monitoring secara konsisten dan peningkatan kompetensi PTT telekolekting agar program telekolekting lebih optimal. ABSTRACT Background: The collectibility of contributions for PBPU and BP segment participants in BPJS Kesehatan KC Muara Bungo is 67.44%, which is the lowest collectibility compared to other segments. Telecollective is one of the programs that aims to provide information on contribution bills to PBPU participants in arrears via telephone.  With telecollective, it is expected to increase the collectibility of pbpu participants' dues.  Objective: This study aims to explore the implementation of the telecollecting program as an effort to increase the collectibility of PBPU participants' contributions at BPJS Kesehatan KC Muara Bungo.  Methods: This study is a qualitative descriptive study. Researchers used purposive sampling with 12 study subjects. Data collection was carried out by in-depth interviews and document reviews.  Results: Prosedur telecollecting starts from the preparation stage, telecollecting activities, monitoring and evaluation. Monitoring is still not optimally implemented. The obstacles to the implementation of telecollecting consist of HR constraints, infrastructure constraints, application constraints, data constraints and participant constraints. Some telecollecing PTTs have not received basic telecollecting training, the placement of rooms that are still not suitable requires attention from KC Muara Bungo. The collectibility of Muara Bungo KC dues has increased after being carried out telecollecting by PTT telecollecting. Conclusion: There has been an increase in the collectibility of contributions since telecollecting was carried out by PTT telecollecting BPJS Kesehatan KC Muara Bungo but it is necessary to monitor consistently and improve the competence of telecollecting PTT so that the telecollectic program is more optimal. 
Development of Aplikasi Satu Data Kesehatan (ASDK) on key performance indicator of District Health Office of Kulon Progo using District Health Information Software 2 (DHIS2) Sanjaya, Guardian Yoki; Prasetyawati, Dini; Pratama, Rio Aditya; Sutriana, Vivi Ninda; Lazuardi, Lutfan; Setiawan, Mohammad Yusuf; Sutaryana, Beni Mulyadi; Supriati, Titi
Journal of Community Empowerment for Health Vol 7, No 3 (2024)
Publisher : Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/jcoemph.93829

Abstract

Introduction: Many health applications have been developed at various levels, including primary care, hospitals, district and provincial health offices, private sectors, and the national level, resulting in the fragmentation of health data at the primary health center level. Assisted by Department of Health Policy and Management, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Aplikasi Satu Data Kesehatan (ASDK) Kulon Progo, based on an open-source technology District Health Information Software 2 (DHIS2) was used to mitigate health data fragmentation in District Health Office of Kulon Progo that has been struggled since 2018 to integrate several routine health data from different programs. Methods: The activity focused on integrating routine data from the nutrition program, maternal and child health program, and immunization to create an ASDK Kulon Progo dashboard for the 2021-2022 period based on various levels. The steps taken to continue this integration into the ASDK included analyzing needs, identifying routine program data, compiling blueprint data, preparing metadata, monitoring, importing routine program data, analyzing and vizualizing it according to the needs of each program.Results: Several metadata have been established on ASDK Kulon Progo based on activities conducted from April to December 2022. These metadata include data elements and indicators featured in six health dashboards. Furthermore, various forms of data visualization, such as pivot tables, charts, and maps have been compiled and integrated into the health dashboards on ASDK Kulon Progo. Conclusion: As a system developed to support monitoring and evaluation activities, six ASDK Kulon Progo dashboards have been arranged based on integrating various health data from cross-program within the District Health Office of Kulon Progo. Support and supervision are required to sustain the implementation of ASDK Kulon Progo. 
Co-Authors A.A. Ketut Agung Cahyawan W Abdul Wahab Adi Wibowo Agus Kharmayana Rubaya Agustina, Luthfi Ahmad Zacky Anwary Ahmed, Ashir Amalia, Ichlasul Anai, Akane Andaru Dahesihdewi Andri Gustiadi Anindya Wirasatriya Anis Fuad Anna Wahyuni Widayanti Apriyanto, R. Hendri ARIEF KURNIAWAN NUR PRASETYO Aris Setyawan Arjuna, Tony Astutiany, Denny Auliyah, Fitratun Bagian PKMK, Fakultas Kedokteran UGM Bagian Prodi Kesehatan Masyarakat, FKM UNISKA Bagian Prodi S2 Ilmu Kesehatan Masyarakat, Fakultas Kedokteran UGM Bekti Sukoco Buti Azfiani Azhali Chairun Wiedyaningsih Chatarina Setya Widyastuti Chin, Wei Hong Citra Indriani Doko, Karmelia Intany Dyah Wulan Sumekar Rengganis Wardani Dyah Wulan Sumekar Rengganis Wardani Edy Purwanto Eni Susanti Faisal Mansur Faizah, Noor Faradiba Faradiba Fathur Rahman Filirida, Meidina Fitri Haryanti GRACE SHALMONT, GRACE Guardian Y. Sanjaya Guardian Yoki Sanjaya Hanifah, Nimah Happy Indah Kusumawati Hari Kusnanto Hari Kusnanto Harry, Sunandar Hartono Hartono Heri Priyatmoko Heryawan, Lukman Hidayah . Hidayati, Ani Hizriansyah I Ketut Agung Enriko Ignasius Luti Ikeda, Subaru Iswarno Iswarno Ivanawati, Anselma Katrina Feby Lestari Khudazi Aulawi Kikuchi, Kimiyo Kubota, Naoyuki Kurnianingsih Kurnianingsih, Kurnianingsih Kusnanto, Hari Kusnanto, Hari Latifa, Ken Inayati Lucia Kris Dinarti M. Yogi Riyantama Isjoni Maruf, Rafiqul Islam Mubasysyir Hasanbasri Muhammad Thesa Ghozali Muhammad Zaini Nakashima, Naoki Nastiti Anggraini Ni&#039;mah Ning Rintiswati Ning Rintiswati Nishikitani, Mariko Nugroho, Tri Adi Nurholis Majid, Nurholis Oktaviani, Zakiyah Pawa, Ira Deseilla PRADNYA SRI RAHAYU, PRADNYA SRI Prakosa, Hendri K. Prasetyawati, Dini Prastowo, Muhammad Yogie Pratama, Rio Aditya Purnama, Mia Raharjo, Untoro Dwi Rahmadewi, Pama Ratmasari, Dewi Resna, Riksa Wibawa Riris Andono Ahmad Rochady Setianto Rosady, Dony Septriana saeni, muhriati - Sari, Permata Satibi Satibi Satibi Satibi Sato, Yoko Satrisno, Hary Setiawan, Mohammad Yusuf Shinta Prawitasari Siswanto Sastrowijoto Sri Werdati, Sri Sudarta Yabesman Harefa Sugiyanto, Nida Alhusna Sumarni Sumarni Sumunar, Dimas Sunardi, Paul Supriati, Titi Suriadi, Widyastuti Susi Ari Kristina Sutaryana, Beni Mulyadi Sutriana, Vivi Ninda T. Satoto, Tri Baskoro T. Satoto, Tri Baskoro T. Satoto, Tri Baskoro Tita Bariah Siddiq Tjahjono Kuntjoro Tri Baskoro Tunggul Satoto Tyas, Reni Trianing Wasilah Rochmah Widyandana Widyandana Wiwin Lismidiati Wulandari, Hanifah Yodi Mahendradhata Yohanes Yohanes Yokota, Fumihiko Zhu, Ningxin