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Journal : Jurnal Teknik Informatika C.I.T. Medicom

Optimizing supply chain efficiency: Advanced decision support systems for enhanced performance Judijanto, Loso; Lemos, Sgarbossa Carlo; Sihotang , Jonhariono; Sihotang , Hengki Tamando
Jurnal Teknik Informatika C.I.T Medicom Vol 16 No 3 (2024): July: Intelligent Decision Support System (IDSS)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/cit.Vol16.2024.857.pp185-198

Abstract

This research investigates the optimization of supply chain efficiency through the application of advanced Decision Support Systems (DSS), focusing on minimizing operational costs while maintaining high service levels. The main objective is to explore how DSS, integrated with real-time data, artificial intelligence (AI), and machine learning (ML), can enhance decision-making processes across production, inventory management, and transportation. The research employs a multi-objective optimization model, developed to minimize production, inventory, transportation, and shortage costs, while dynamically adjusting decisions based on real-time demand and supply data. A numerical example is used to test the model’s effectiveness, revealing significant cost reductions in production and transportation but highlighting challenges in maintaining consistent service levels. The results indicate that DSS can substantially improve supply chain efficiency by enabling data-driven decisions in real time, though its adoption remains limited by technical and scalability challenges, particularly for small-to-medium enterprises (SMEs). This study contributes to the growing body of knowledge on supply chain optimization, offering practical insights into DSS implementation and its potential impact on operational performance. The conclusions suggest that future research should focus on developing more sophisticated DSS models capable of handling uncertainty, sustainability, and resilience, as well as enhancing scalability to make DSS more accessible to a broader range of businesses.
Leveraging AI for optimization in supply chain decision support: Enhancing predictive accuracy Judijanto, Loso; Riandari, Fristi; Marsoit, Patrisia Teresa
Jurnal Teknik Informatika C.I.T Medicom Vol 16 No 3 (2024): July: Intelligent Decision Support System (IDSS)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/cit.Vol16.2024.858.pp171-184

Abstract

This research explores the use of AI-driven techniques to optimize supply chain decision-making by integrating demand forecasting, inventory management, and logistics optimization. The main objective is to enhance predictive accuracy while minimizing overall supply chain costs through the application of machine learning and reinforcement learning methods. The research design involves the development of a comprehensive mathematical model that combines AI-based demand forecasting with cost optimization in inventory and transportation. A machine learning model is employed to predict demand, while optimization techniques are used to minimize inventory and logistics costs. Reinforcement learning is introduced as a method for real-time decision-making, allowing the system to continuously adapt and improve. The methodology involves testing the model through a numerical example, where predicted demand is used to optimize inventory and logistics costs. The main results show that the AI-based model achieves a demand forecasting accuracy with a Mean Squared Error (MSE) of 50, resulting in a total supply chain cost of 760 units, which includes both inventory and transportation costs. Despite the initial prediction error, the model demonstrates the potential for cost savings and operational efficiency through better alignment of supply chain components. The research concludes that while the AI-driven approach offers significant improvements in supply chain management, further refinement of the predictive model and the practical application of reinforcement learning are necessary to fully realize its benefits. Future research should focus on enhancing model accuracy and scalability in real-world supply chain environments
Leveraging AI for optimization in decision support systems: Enhancing decision quality Judijanto, Loso; Collins, Cinelli; Iatagan, Qawqzeh
Jurnal Teknik Informatika C.I.T Medicom Vol 16 No 3 (2024): July: Intelligent Decision Support System (IDSS)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/cit.Vol16.2024.859.pp158-170

Abstract

This research investigates the integration of multi-objective optimization and reinforcement learning (RL) to enhance decision-making within a Decision Support System (DSS), with a focus on dynamic manufacturing environments. The primary objective is to optimize decision quality by balancing three conflicting objectives: minimizing production costs, maximizing efficiency, and minimizing risk, while adapting to real-time changes in demand. The research employs a hybrid approach, combining static optimization to compute Pareto-optimal solutions with RL to enable the system to learn from feedback and improve over time. The research design involves developing a mathematical model that integrates both techniques, followed by a numerical example to test its effectiveness in balancing the objectives. The methodology includes formulating cost, efficiency, and risk functions, solving the multi-objective optimization problem, and implementing a Q-learning-based RL algorithm to refine decision-making based on real-time data. The model was tested using time-dependent demand to simulate a realistic production environment. The main results demonstrate that the hybrid model effectively balances conflicting objectives, with the RL component adapting production decisions to fluctuating market conditions. The system identified an optimal production level around x=60 units, offering a balance between cost, efficiency, and risk. The findings highlight the model's capability to enhance decision-making adaptability in dynamic environments compared to traditional static approaches. In conclusion, this research provides a novel method for improving decision quality in DSS by integrating multi-objective optimization and RL, offering valuable insights for industries requiring adaptive, real-time decision-making. Future research could extend this model to more complex environments and explore its scalability in larger, real-world applications
Optimizing expert systems: Advanced techniques for enhanced decision-making efficiency Judijanto, Loso; Simatupang, Christine Debora; Doyle, Heckerman
Jurnal Teknik Informatika C.I.T Medicom Vol 16 No 3 (2024): July: Intelligent Decision Support System (IDSS)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/cit.Vol16.2024.860.pp129-142

Abstract

This research aims to develop a unified mathematical formulation to optimize expert systems by integrating advanced techniques in knowledge representation, inference mechanisms, machine learning, and parallel/distributed processing. The primary objective is to enhance decision-making efficiency in expert systems by optimizing the interaction between these components. The research design focuses on building a comprehensive model that combines ontology-based and frame-based knowledge representation, forward and backward chaining inference, neural networks, Bayesian networks, fuzzy logic, and parallel computing. The methodology includes defining efficiency metrics for each component and combining them into a single optimization model. A numerical example was tested using simulated data to evaluate the performance of the proposed system. Key results show that frame-based knowledge representation, forward chaining, and parallel processing contribute significantly to overall system efficiency. The neural network's low loss function and the Bayesian network's high likelihood value confirm the effective integration of machine learning into the expert system. The research concludes that the unified optimization framework significantly improves decision-making efficiency, with a total efficiency score of 23.09. This approach fills a gap in previous studies, which often focus on individual components in isolation, by providing a holistic model that optimizes all aspects of expert systems simultaneously. Future research should focus on real-world implementations and fine-tuning the model to handle dynamic environments and complex decision-making tasks.
Co-Authors 'Ilmi, Zujajatul . Syamsulbahri A, Sulaiman AA Sudharmawan, AA Abdul Kahar, Muhammad Abdul Rochman Abdul Rosid Abdullah, Rais Acep Fatchuroji Achmad Ridwan, Achmad Achmad Syarifudin, Achmad Ade Muslimat, Ade Adhy Firdaus Adi Nugroho Susanto Putro Adiwijaya, Saputra Adoe, Vera Selviana Ady Purwoto Afdhal Chatra Perdana Afif Syarifudin Yahya Afra, Nada Afzil Ramadian Agung, Eka Adnan Ahmad Ahmad Ahmad Aviv Mahmudi Ahmad Iqbal Fathoni Ahmad Rizani, Ahmad Ahmad Tohir Ahsani, Apt. Irfan Ahyani, Edi Ainil Mardiah Ainur Rofiq Ajub Ajulian ZM Akhmad Al Aidhi Aksan, Ismul Al Haddar, Gamar Al Imran, Hamzah Al-Amin Al-Amin, Al-Amin Aldi Bastiatul Fawait Fawait Aldo, Novian Alfa Santoso Budiwidjojo Putra Alfiana Alfiana Alfiana Ali Fikri, Yudistia Teguh Ali Muhdi, Ali Ali, Aisyah Ali, Fifitri Alifka Alya Zhafirah Alim Hardiansyah Almaududi Ausat, Abu Muna Alvianita Gunawan Putri Aman, Andryanto Amar Salahuddin Ambar Kusuma Astuti Ambarwati, Retnoning Aminuyati Amiruddin Amri, Miftachul Amruddin, Amruddin Ana Sriekaningsih Anani, Siske Andari, Soetji Andarmoyo, Sulistyo Andhiyan Mergining Mei, Nanang Andi Subhan Amir, Andi Subhan Andiani, Paramita Andiena Nindya Putri, PA andrew shandy utama, andrew shandy Andri Ardhiyansyah Andriya Risdwiyanto Anggita Permata Yakup Anggoro, Yudhi Angrianto , Rusdi Anif Istianah Anik Lestariningrum Anshar Daud Ansori Ansori, Tirangga Antari, Ni Luh Sili Antesty, Sella Antoni Antoni Anwar, M. Anwar, Rosyida Nurul Apriyanto, Apriyanto Ar, Nursyam Archristhea Amahoru, Archristhea Arfiansyah , Ferry Ari Kartiko, Ari Ariawan Ariawan Arief Fahmi Lubis Arief, Mohammad Yahya Arif Saefudin Arifai Ilyas Arifin , Zainal Arifin, Hasmia Melati Arilaha, Muhammad Asril Arini, Rani Eka Aris Triwiyatno Aris, Affandy Agusman Aris, Nurlina Arisanti, Ivon Aristanto, Aristanto Ariyanti, Rini Arjang, Arjang Arlinta Prasetian Dewi, Arlinta Prasetian Arnadi Arnadi Arnes Yuli Vandika Arum, Mega Arumingtyas, Fida Arwen, Desri Asep Nurjamin Ashari, Muhammad Idris Asiyah, Dewi Asmayani Asniar, Nunut Asparill, Teguh Ahmad Astutik, Wahyuni Sri Aswamedhika, Aswamedhika Ayaka, Ahmya Ayu, Dwi Hadita Ayuning Atmasari, Ayuning Ayuningtias, Nandini Az Zaakiyyah, Hizbul Khootimah Azizah, Suti Mega Nur Azizi, Ernes Septina Azizs , Abdul Azwar , Edy Azwar, Edy Azzaakiyyah, Hizbul Khootimah Badewin Badrudin , Rudy Baharuddin Baharuddin Bakri, Asri Ady Bambang Suharto Bambang Winardi Baruno, Yosep Heristyo Endro Barus, Imelda Barus, Irwan Irawadi Basri, T. Saiful Bekti Utomo Berani, Sogi Berliani, Teti Betti Nuraini BillY Dewantara Binsar Kristian Panjaitan, Feliks Anggia Brave A. Sugiarso Briliana, Vita Budi Nugroho Budi, Hasiun Budiman, Yusuf Unggul Bungin, Sator Sapan Bunyamin, Ilham Akbar cahyono, didik Candra Aeni Caroline Caroline Chairil Afandy Chairuddin Chairul Anam, Chairul Chandra, Johnny Chin, Jacky Christianto, Reinardus Dwi Prio Collins, Cinelli Dadang Muhammad Hasyim Daelami, Muhammad Syadid Dahlian Persadha, Pratama Dama , Desi Putri Dama, Melati Damanik, Marita Darmanto Darmawan Listya Cahya Darojat, Ilma Darwis, Nirwana Dede Hertina Dedi Gunawan Saputra Dedi Mardianto Defi Pujianto Degdo Suprayitno Denardo, Denardo Dendy K. Pramudito Denpharanto Agung Krisprimandoyo desi kristanti, desi Devi Susiati Devi, Syahrani Devita, Hety Dewa Oka Suparwata Dewa, Dominica Maria Ratna Tungga Dewi, Yuli Dheo Rimbano Dhiana Ekowati Diah Apriliani Diana Suksesiwaty Lubis Didik Suhariyanto Didit Hadayanti, Didit DinaMarthaFitri1 ErnyElviany2 Dinar, Muhammad Dito Anurogo, Dito Djuhrijjani, Djuhrijjani Djunarto Dodi Sukmayadi Doni , Saputra Donny Dharmawan Donny Juliandri Prihadi Doyle, Heckerman Dumiyati Dumiyati Dwian Hartomi Akta Padma Eldo Ediaman Sitepu Edy Saputra Edy Setiawan edy susanto Efendi Efendi Effendi, Adang Djatnika Effendy, Femmy Eka, Andi Primafira Bumandava Ekasari, Silvia EKO WAHYUDI Eksa Rusdiyana Eldianson, Rio Elisabeth, Christine Riani Elizabeth Yohanes Ely Ibrahim Encep Sopandi, Encep Encil Puspitoningrum, Encil Endang Supriatna Endarwati, Esti Tri Endrawati, Titin Endro Baruno, Yosep Heristyo Erliana, Yossy Dwi Erliani, Saadah Erwin Erwina Kartika Devi Etin Indrayani Eva Desembrianita Evianti, Dessy Fadhilah, St. Annisa Nurul Fadilla Muhammad Mahdi Fadlan, Achmad Fajar Saranani Fajariah, Faizatul Fakhriah, Syahriati Fakhriansyah, M. Farawowan, Fauziah F. Farid, Diana Farikiansyah, Ilham Mahmud Fatulloh, M. Amin Fatulloh, M.Amin Fauzan, Tribowo Rachmat Fauzi Fauzi Fauzi, Muhammad Sukron Fauziah, Diah Febrian, Wenny Desty Febrina Annisa Febrina, Ilza Febriyanto, Weda Februati, Bernadin Maria Noenoek Febryani, Evy Feriyanti, Yang Gusti Fildansyah, Rully Fionasari, Richa Firayani, Firayani Firdausiyah, Luluk Fisher, Bobby Fisy Amalia Fitriana, Septi Fitrin Rawati Suganda Fitriyani Fitriyani Fitriyani Hali, Fitriyani Florentina Maria Panda, Florentina Maria Francisca, Yuniati Frans Sudirjo Furqon, Wahyul Gastriani, Ovi Prina Ghifari, Farhan Fadil Ghurabillah, Ghurabillah Gingga Prananda Grace Tahapary, Grace Guilin, Xie Gunadi Gunadi Gunawan, M. Indra Gunawan, Moh Sigit Guntur Arie Wibowo, Guntur Arie Gusmailina Gustaliza, Resma Bintani Gusti Marliani Gusti Rusmayadi Hadenan Towpek Hakim Muttaqim Hakim, Adi Lukman Hakim, Mohamad Zulman Halilurrahman, Halilurrahman Hamzali, Said HANANTO, PRADITYA MER Handayani , Linda Hanida Listiani Hanif Hasan Harja, Ngiw Aman HARMONO HARMONO Harmono, Harmono Harsya, Rabith Madah Khulaili Haruni Ode Haryanti, Yuyun Dwi Hasanuddin, Asni Hasibuan, Renika Haslinah, Andi Helmy Syamsuri, Helmy Hendra Nusa Putra Hendra, Joni Hendratri, Bhaswarendra Guntur Hendrilia, Yudi Hengki Tamando Sihotang Henny Sanulita Heri Heriyanto Herlambang, Albert Herlina Herlina Hermansyah Hermansyah Hertini , Etty Sri HERU SUBRATA Hibrida, Anas Romzy Hidayat, Ardian Al Hildawati Hildawati, Hildawati Himawan Sutanto, Himawan Hindarto, Djarot Hirman, Akhmad Akram Hubaenah, Hubaenah Hukubun, Yohanis Husaini Husaini Husnan Husnan Huspika, Syafrita I Made Kariyasa I Putu Dody Suarnatha I Putu Gede Didik Widiarta I Wayan Gede Suacana Iatagan, Qawqzeh Ibrahim, Siti Misaroh Idam Mustofa Idris Idris Idrus, Rini Angriani Iin Inayah, Iin Ikhyanuddin, Ikhyanuddin Ilhamiwati, Mega Ilwandri, Ilwandri Imam Asrori Imam Hanafi Imam Widodo Imanirubiarko, Sabda INANNA Indah Susilowati Indah Winarni Indra Budaya, Indra Indrapraja, Rachmadi Intes, Amina Irmanelly, Irmanelly Irnayenti, Irnayenti Irsyad Kamal IRWAN, DEDY Irwandi Irwanto Irwanto Isfantin Puji Lestari, Sri Islam, Azmi Muhammad Isma Coryanata Ismail, Rima Ruktiari Isrok Isrok Isry Laila Syathroh Iswanto, Juni Ivander, Filbert Ivonne Ayesha, Ivonne Iwan Ady Prabowo Iwan Harsono Iyad Abdallah Al- Shreifeen IZHARUDDIN PAGALA Jadiaman Parhusip, Jadiaman Jainudin Jainudin, Jainudin Jaka Darmawan Jauhari, Burhanuddin Jayadi Jayadi Jayawibawa, Marcellus Jedithjah Naapia Tamedi Papia Jefri Setyawan Jeranah, Jeranah Jiao, Deng Jie, Lie Jonas Salmon, Harly Clifford Jondar , Aloysius Joni Joni Joshi, Nikhil Juliandi, Yurizki Julianur, Julianur Juniansyah, M. Andri Jusman, Ikhsan Amar Justam, Justam Kadir, Taqyuddin Kadiyo Kadiyo, Kadiyo Kalsum, Ummy Karsim, Karsim Kartini, Raden Asri Kartini, Siti Agus Kaswoto, Junet Kesuma, Putri Zalika Laila Mardiah Khadidjah, ST. Ramelan Khamaludin , Khamaludin Khamaludin, Khamaludin Khoiriyah, Luluk Khoirunnisa, Qori Khuan, Hendri Klemens Mere Kreshna Reza, Heru Kristanto, Eri Kristiana, Ida Kristiurman Jaya Mendrofa Kumalasari, Nety Kundori Kune, Debiyanti Kurnia Gusti, Yenni Kurniawan, Lexy Fatharany Kusumastuty, M. Imelda Ladjin, Nurjanna Lasmiatun, KMT Latif, Latif Latupapua, Conchita Valentina LAUNTU, ANSIR Legito legito, Legito Lemos, Sgarbossa Carlo LENSI MEGAH RETTA Leonardo Sari, Avid Lesmana, Tera Lestari, Nana Citrawati Linda Handayani, Linda LISTIANA SRI MULATSIH Liz Yanti Andriyani Louisther, Hansen Lubis, Ahmadi Irmansyah Lubis, Mitra Musika Lubis, Renny Lucky Mahesa Yahya Lucky, Muhammad Luh Komang Candra Dewi Lukmanul Hakim Lumbantoruan, Jitu Halomoan Lussy, Kalsum Lutfi Ariefianto M. Rifqi Atsani Machzumy, Machzumy Made Susilawati Mahadi, Nur Rizky Putri Mahardika Catur Putriwana Malik Mahdalena Mahdalena Mahmudah Mahmudah Mahmuddin Mahmuddin Mahmudin Mahmudin, Mahmudin Mahrizal Mahrizal Makatita, Josephus Alberth Mardiani, Eri Mardikawati, Budi Maria Assumpta Wikantari Mariay, Ivonne Fitri Marizal, Wira Marjan, M Marjuki Marjuki Marliana, Thika Marpi, Yapiter Marselina, Suci Marsoit, Patrisia Teresa Maryam Maryam Mas'ut, Mas'ut Masito, Fitri Masyaili Mas’ut, Mas’ut Mau, Hedwig Adianto Mayasari, Ayu Dewi Mayasari, Nanny Mayratih, Siska Mei Rani Amalia Meilansari, Selvita Meisuri Melatnebar, Benyamen Minggus Melyana R. Pugu Merung , Arteurt Yoseph Mihardianto, Mihardianto Mis F Situmeang Mitasari, Rian Mitranikasih Laia Moeis, Dikwan Moh. Gufron Romadhoni Mohamad Firdaus Mohammad Edy Nurtamam, Mohammad Edy Mohammad Ridwan Moktar, Brilian Mu'min, Halek Mubin, Minahul Mudinillah, Adam Muhamad Risal Tawil Muhamad Taufik Muhammad Afief Mubayyin Muhammad Faisal Muhammad Hasan MUHAMMAD HENDRA Muhammad Husni Abdulah Pakarti Muhammad Iqbal Muhammad Rusdi Muhammad Rusdi Muhammad Syaiful Muhammad Zakaria Muhammad, A Fadel Muhammadong Muhtadi, Muhamad Ammar Muhtadi, Muhammad Ammar Muliza Muliza mulyadi ar Mulyadi Mulyadi Mumu Muzayyin Maq Muntasir, Muntasir Munzir Munzir, Munzir Murthada, Murthada Musahib, Abd Razak Musiana, Musiana Musran Munizu MUSTARI Muthmainah , Hanifah Nurul Mutia, R. Dewi Na'afi, Septiana Nadia Dwi Irmadiani Nailul, Muhammad Nampira , Ardi Azhar Nampira, Ardi Azhar Nanang Qosim Naofal, Muhammad Nasaruddin Nasaruddin Nasution, Baktiar Nasution, Edwin Sugesti NAWP, Rizal Perlambang C Nazara, Desman Serius Nazaruddin Ahmad Nekky Rahmiyati Ngampo, Hendrongi Nicolas, Djone Georges ningrum, dedah - Ninik Sri Rahayu, Ninik Sri Nofirman, Nofirman Noor Fazariah Handayani Noor, Asmirin Nopendi, Us Us Surya Nopianti, Rina Novian Uticha Sally, Novian Novianty Djafri Novitasari, Salwa Aulia Noviya, Anis Noviyani, Rafiqa Nugroho, Budi Sulistiyo Nugroho, Febriawan Ardi Nugroho, Rahmat Joko Nun Arinal Haqqa El Mustafa Nur Atikah Nur, Syamsuddin Nuraeni, Tating Nurbeti, Nurbeti Nurfaizah, Andi Nurhasanah, Dila Padila Nurhayadi, Willy Nurhayati, R Nurhidayati Nuril Huda Nurkhalika, Rachmi Nurlailah , Nurlailah Nurmalasyiah, Nurmalasyiah Nurnaningsih, Rita Nurul Fadhilah Nurwanto, Novi Nuryenda, Endang Yuda Nuzmerini Rauf Octiva, Cut Susan Ofasari, Dian Oktavio, Andrie Opan Arifudin PA Andiena Nindya Putri Padlilah, Padlilah Pahrijal, Rival Pakarti, Muhammad husni Abdulah Paotonan, Nesliani Paramansyah, Arman Parhusip , Jadiaman Parsada, Pratama Dahlian Parwoto Patronimik, Baktybek Permana, Hendrik Persadha, Pratama Dahlian Pikir Wisnu Wijayanto Pongpalilu, Fien Prabowo, Bagus Pramudi Harsono Prananingrum, Dwi Kartika Prasetya, Yanto Budi Pratiwi, Sekar Widyastuti Prayana, Yana Prihantini Prihantini Primasari, Niken Savitri Priyana, Yana Puguh Setiawan Puji Wahyu Mulyani Pujiyanto, M. Aris Purnama, Dody Wahyudi Purnama, Yulian Purnamasari, Etika Purwaka Hari Prihanto Purwaningtyas , Titik Purwinahyu, Purwinahyu Purwoko Purwoko Puspa, Leonora Puspita, Kori Puspitarini, Erri Wahyu Putra, Afri Hasni Putra, Dimas Endrawan Putra, Irman Putra, Johni Eka Putra, Trimardi Jaya Putra, Wira Pramana Putra, Yudithia Dian Putri Hana Pebriana Putu Fajar Kartika Lestari Putu Gede Subhaktiyasa Qadriah, Laila Rachmawati Rachmawati Rafik, Zainur Rahayu, Betty Rahayu, Silvia Rahman, Kristanti Rahman, Rashid Ramadhona, Rossa Ramdani, Safier Ramdhani, Rahmat Ramlan, Winarto Ramon Arthur Ferry Tumiwa Raraga, Filus Rasidun , La Ode Rasna, Rasna Ratih Pratiwi Ratna Ratnawati Yuni Suryandari Rawe Mahardika, Aisyah Putri Regar, Erfendi Rely, Gilbert Rengga Yudha Santoso Respati, Rella Dwi Restu Auliani Retno Sari Dewi, Retno Sari Retno Sawitri Wulandari Retno Wulansari Reza, Heru Kreshna Reza, K. M. Faisal Riadi Budiman Riandari, Fristi Rianti Setyawasih Rianto Rianto Riduan, Akhmad Ridwan Rienovita, Ellina Rika Desiyanti Rina Destiana Rina Pratiwi Rini Nuraini, Rini RINI RINI Rinovian Rais Riny, Riny Rismanto, Hilman Rissa Megavitry Rita Hayati Rita Zulbetti Rizal R. Manullang Rizal Rizal Rizki Suwanda Roefaida, Effy Rohana Nur Aini Rohaya, Nizla Rokhimah, Rokhimah Ronaldo, Reza ROOSGANDA ELIZABETH Rosalia, Olyvia Rosid, Muhammad Abdul RR. Ella Evrita Hestiandari Rukmana, Arief Yanto Rukmini, Ai Rusdi Rusdi Rusdianto Rusdianto, Rusdianto Rusmardiana, Ana Rustiawan , Indra S Pentanurbowo Sabila, Puji Chairu Saepuloh, Aep Safar, Muh Safitri, Elvina Safriani, Laela Sagira, Sagira Sahib, Abdul Said, Saida salamah salamah Salim, Brian Sebastian Salopari, Nuryati Sam Karauwan, Donny Eddy Samaduri, Lutpi Samiun, Aspiati A. Samiun, Muhammad Zais M Santosa, Tomi Apra Santoso, Agus Dwi Saparman, Saparman Saprudin Saprudin, Saprudin Saputra, Citra Dewi Saputra, Rahmad Surya Hadi Saragih, Hisarma Sari, Ikka Puspita Sarie, Fatma Sarif, Akbar Saripudin, Risman Sartika Lina Mulani Sarungallo, Amelia S. SATRIYAS ILYAS Satyaninrum, Ika Rahayu Saudale, Jeheskial Sayed Achmady Selly Swandari Sentot Imam Wahjono Sesario, Revi Setia Budi Kurniawan Setiadi, Sandi Setiawan, Zunan Setiyawan, Heri Setyowulan, Endang Sarwiningsih Shafiq, Muhammad Aqib Siddiqi, M. Siera Syailendra Sihotang , Jonhariono Silam, M. Mochtar Mandala Silkfan, Rara Simatupang, Christine Debora Siminto Sinaga, Jernita Sinaga, Nenni Triana Siregar, Nurganda Siska Yuli Anita Sistyawan, Dwanda Julisa Siswoyo Siswoyo Siti Aisyah Hanim, Siti Aisyah Siti Chadijah Siti Maria Siti Mona Amelia Lestari Siti Noor khikmah Sitti Aisa, Sitti Sitti Hasnah Slamet Riyadi Slamet Riyadi, Slamet Riyadi Soelistianto, Farida Arinie Soenhadji , Iman Murtono Soesanto , Dasa Rahardjo Sofyan , Iradat Rayhan SOFYAN TSAURI Solapari, Nuryati Solihin, Dadin Solly Aryza Sono, M Gifari Sono, Moh Gifari Sono, Mohammad Gifari Sopacua, Fryan Sopyan Sopyan Souisa, Wendy St Rahmah Stavinibelia, Stavinibelia Stepanus Sandy Suarni, Ertati Subroto, Desty Endrawati Suda Nurjani, Ni Putu Sudarmanto, Eko Sudiana, Urip Sudjinan, Sudjinan Sufriaman, Sufriaman Sugeng, Santoso Suhana Sarkawi Suhara, Ade Suhartono Suherlan Sujoko Sujoko Sukini, Sukini Sukirman, Anna Sutrisna Sukma, Ahmad Novindri Aji Sulaeman Sulaeman Sulaiman Sulaiman SULASMI ANGGO Sulistyaningsih, Elli Sumarna, M. Ibnu Sumarni Sumarni Sumerli A. , Chevy Herli Sumerli A., Chevy Herli Supaat, Dina Imam Supriadi, Adih Supriandi Supriandi, Supriandi Suprihatin Suprihatin Supriyadi, Tugimin Supriyanto Supriyanto Suroso, Adi Suroso, Amat Suryadi, Dikky Suryaningrum , Dyah Ayu Suryaningrum, Dyah Ayu Suryati Susanti, Illa Susanti, Melly Susatyo Adhi Pramono, Susatyo Adhi Susilo, Anton Sutartiah, Farliana Sutarto Sutarto Sutiharni, Sutiharni Suwandana, I Made Adi Suwandi, Prastika Tjeng Suwarna, A. Idun Suyono, Windy Permata Swadia Gandhi Mahardika Sy, Arniwita Syaiful , Muhammad Syaiful Anam Syaifullah MS Syam, Andi Wahyuni Syamsinah Syamsinah, Syamsinah Syamsu Basiri Syamsu Rijal Syamsul, E Mulya Syamsuri Syathroh, Isry Laila Sylvia Kartika Dhamayanti Syofya, Heppy Tahir, Usman Tang, Rosdiana Arief Tanwir Taswin, Muhammad Tasya, Amalia Tatik Handayani, Tatik Taufiqulloh Dahlan Teddy Oswari Telma Anis Safitri Tetelepta, Maria Marlyn Thalib, Najdah Thomasonan Lutfie Prananto Tia Tanjung, Tia Timotius, Elkana Tiofanny, Claudie Tiok Wijanarko Titiek Rachmawati Titik Haryanti Toalib, Ramli Toja, Andi Batari Tomasoa, Sefnat Kristianto Totok Hendarto Triastuti , U. Yuyun Triyani Capeg Hadmandho Triyantoro, Andri Tubagus, Munir Tuhumena, Veronica L. Tungga Bhimadi Tutupoho, Fauzia Ubaidillah Ubaidillah Ulfah, Bardiati Umi Salawati Ummah, Andrian Khoirul Ummu Kalsum Urika, Urika Urnika Mudhifatul Jannah, Urnika Mudhifatul Usmar Usmar, Usmar Usup, Usup Utama, Ahmad Nur Budi Utama, I Wayan Karang Utami , Eva Yuniarti Utami, Eva Yuniarti Utami, Tyas Putri Utomo, Bekti Vallentino Neonbeni, Randy Vanny Varera, Restyan Veithzal Rivai Zainal Via Yustitia Wahdah, Ghoriqna Fibahril Wahyudi, Farid Wahyudin Rahman Wardhani, Diky Wenno, Meiske Wibowo, Teguh Setiawan Wibowo, Untung Lestari Nur Widarman, Agung Widiantoro, Didik Widiyarini, Widiyarini Widjaja, Warkianto Widyatmike Gede Mulawarman Widyatmoko Widyatmoko Wifasari, Septi Wijaya, Hamid Wijaya, I Ketut Kusuma Wijaya, Ismed William Indra S. Mooduto Winda Widyastuti Windrawan, I Gede Wiwik Handayani Wufron Wufron Wulandjani, Harimurti Wuwur, Dewi Anastasia Ipah Yamtana Yamtana, Yamtana Yansen, Albert Yanti Setianti Yanti, Desi Rahmi Yantiningsih, erna Yenni Kurnia Gusti Yenny Okvitasari, Yenny Yonny Koentjoro Yuanti, Yocki Yuanyuan Wang, Yuanyuan Yuarini Wahyu Pertiwi Yudaningsih, Nunik YUDI NUR SUPRIADI Yuliawati, Refiana Yulistina Yulistina Yulistiyono, Agus Yumnah, Siti Yuniarti Utami, Eva Yunita Sopiana Yusniar, Yusniar Yusron Difinubun Yustita, Annisa Tri Yusuf Ibrahim, Yusniar Yusuf, Ramdan Yuswardi yuswardi, Yuswardi Zainal Abidin Zainul Anwar Zaman, Delfian Zani, Benny Novico Zou, Guijiao Zubairi, Ahmad Zuhroh, Siti Zukfikri, Agung Zulfikar, Muh. Reza Zulfikri, Agung Zulihi, Zulihi Zulkifli Makkawaru Zulvia Trinova Zuwanda, Zulkham Sadat ZUWARDI, ZUWARDI