Research Activities

2018

  1. Gabriel Yakub Novian Nugroho Adi, Michael Harley Tandio, Derwin Suhartono, Veronica Ong. Optimization for Automatic Personality Recognition on Twitter in Bahasa Indonesia. 3rd International Conference on Computer Science and Computational Intelligence (ICCSCI). Procedia Computer Science. Tangerang, Indonesia, 7-8 September 2018.
  2. William Gunawan, Derwin Suhartono, Fredy Purnomo, Andrew Ongko. Named-Entity Recognition for Indonesian Language using Bidirectional LSTM-CNNs. 3rd International Conference on Computer Science and Computational Intelligence (ICCSCI). Procedia Computer Science. Tangerang, Indonesia, 7-8 September 2018.
  3. Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy. Attention-Based Argumentation Mining. Special Issue on MIWAI 2017 Computational Intelligence and Deep Learning for Computer Vision, International Journal of Computational Vision and Robotics (IJCVR), in press, 2018.

2017

  1. Christian Eka Saputra, Derwin Suhartono, Rini Wongso. Question Categorization using Lexical Feature in Opini. id. Comtech Journal, Volume 8 Issue 4 Pages 229-234, 2017
  2. Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy. Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument. The 11th Multi-disciplinary International Workshop on Artificial Intelligence (MIWAI). Part of the Lecture Notes in Computer Science book series (LNCS, volume 10607). Universiti Teknologi Brunei, Gadong, Brunei Darussalam, 20-22 November 2017.
  3. Widodo Budiharto, Anggita Dian Cahyani, Pingkan C.B. Rumondor, Derwin SuhartonoEduRobot: Intelligent Humanoid Robot with Natural Interaction for Students. Procedia Computer Science Vol 116, pages 564-570, presented in 2nd International Conference on Computer Science and Computational Intelligence (ICCSCI), Bali, 13-14 October 2017.
  4. Alan Darmasaputra Chowanda, Albert Richard Sanyoto, Derwin Suhartono, Criscentia Jessica Setiadi. Automatic Debate Text Summarization in Online Debate Forum. Procedia Computer Science Vol 116, pages 11-19, presented in 2nd International Conference on Computer Science and Computational Intelligence (ICCSCI), Bali, 13-14 October 2017.
  5. Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Derwin Suhartono, Muhsin Shodiq. It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay. Procedia Computer Science Vol 116, pages 449-459, presented in 2nd International Conference on Computer Science and Computational Intelligence (ICCSCI), Bali, 13-14 October 2017.
  6. Tommy Tandera, Hendro, Derwin Suhartono, Rini Wongso, Yen Lina Prasetio. Personality Prediction System from Facebook Users. Procedia Computer Science Vol 116, pages 604-611, presented in 2nd International Conference on Computer Science and Computational Intelligence (ICCSCI), Bali, 13-14 October 2017.
  7. Ngarap Imanuel Manik, Yunggih Nursalim, Derwin Suhartono. Design of Distribution Optimization Application using Firefly Algorithm. Comtech Journal, Volume 8 Issue 3, Pages 155-162, 2017.
  8. Veronica Ong, Anneke D. S. Rahmanto, Williem, Derwin Suhartono, Aryo E. Nugroho, Esther W. Andangsari, Muhamad N. Suprayogi. Personality Prediction Based on Twitter Information in Bahasa Indonesia. Proceedings of 2nd International Workshop on Language Technologies and Applications (LTA’17),  pages 367 – 372, Prague, Czech Republic, 3 – 6 September 2017.
  9. Yunda Desilia, Velizya Thasya Utami, Cecilia Arta, Derwin Suhartono. An attempt to combine features in classifying argument components in persuasive essays. 17th Workshop on Computational Models of Natural Argument (CMNA) in conjunction with 16th International Conference on Artificial Intelligence and Law (ICAIL), London, United Kingdom, 16 June 2017
  10. Ivan Christanno, Priscilla, Jody Johansyah Maulana, Derwin Suhartono, Rini Wongso. Eve: An Automated Question Answering System for Events Information. ComTech Journal, Vol. 8, Issue 1, Pages 15-20, March 2017.
  11. Derwin Suhartono, Afif Akbar Iskandar, M. Ivan Fanany, Ruli Manurung. Utilizing Word Vector Representation for Classifying Argument Components in Persuasive Essays. 3rd International Conference on Science, Engineering, Built Environment, and Social Science (ICSEBS), Bandung, Indonesia, 28 November – 1 December 2016. (ongoing to be published in Pertanika Journal of Science and Technology)

2016

  1. Hans Christian, Mikhael Pramodana Agus, Derwin Suhartono. SIngle Document Automatic Text Summarization using TF-IDF Method. ComTech Journal, Vol. 7, Issue 4, December 2016.
  2. Veronica Ong, Anneke D. S. Rahmanto, Williem, Derwin Suhartono. Exploring Personality Prediction from Text on Social Media: A Literature Review. Internetworking Indonesia Journal, Vol. 9, No. 1, pp. 65-70, 2017, presented in International Conference on Industrial Internet of Things (ICIIOT), Bandung, Indonesia, 23-25 November 2016.
  3. Martin Sendra, Rudy Sutrisno, Josep Harianata, Derwin Suhartono, Almodad Biduk Asmani. Enhanced Latent Semantic Analysis by Considering Mistyped Words in Automated Essay Scoring. 1st International Conference on Informatics and Computing (ICIC 2016), Lombok, Indonesia, 28-29 October 2016.
  4. Indra Budiman, Herlianto, Derwin Suhartono, Fredy Purnomo, Muhsin Shodiq. The Effective Noise Removal Techniques and Illumination Effect in Face Recognition Using Gabor and Non–Negative Matrix Factorization. 1st International Conference on Informatics and Computing (ICIC 2016), Lombok, Indonesia, 28-29 October 2016.
  5. Rini Wongso, Meiliana, Derwin Suhartono. A Literature Review of Question Answering System using Named Entity Recognition. 3rd International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE), Semarang, Indonesia, 20-21 October 2016.
  6. Alexander A. S. Gunawan, Tania, Derwin Suhartono. Recommender System for Product Offering by Personalized Email. 1st International Workshop on Big Data and Information Security (IWBIS), Jakarta, Indonesia, 18-19 October 2016.
  7. Andri Budiman Oktarino, Dwi Taruna Winahyu, Andrew Halim, Derwin Suhartono. Generating Affixed Words from a Root Word and Getting Lemma from Affixed Word in Bahasa: Indonesian Language. International Journal of Knowledge Engineering, Vol. 2, No. 3, September 2016, Singapore.
  8. Willyh Hariardi, Novita Latief, David Febryanto, Derwin Suhartono. Automatic Summarization from Indonesian Hashtag on Twitter Using TF-IDF and Phrase Reinforcement Algorithm. Proceedings of 6th International Workshop on Computer Science and Engineering (WCSE), pp. 575-579, ISBN 978-981-11-0008-6, Tokyo, Japan, 17-19 June 2016.
  9. Gilbert Wonowidjojo, Michael Sean Hartono, Frendy, Derwin Suhartono, Almodad Biduk Asmani. Automated Essay Scoring by Combining Syntactically Enhanced Latent Semantic Analysis and Coreference Resolution. Proceedings of 6th International Workshop on Computer Science and Engineering (WCSE), pp. 580-584, ISBN 978-981-11-0008-6, Tokyo, Japan, 17-19 June 2016.
  10. Erinna Hardianto Putri, Diah Rostanti Fadilah, Ivan, Derwin Suhartono, Melania Wiannastiti. Thematic Development for Measuring Cohesion and Coherence Between Sentences in English Paragraph . 4th International Conference on Information and Communication Technology (ICOICT), pp. 55-59, ISBN 978-1-4673-9878-7, Bandung, Indonesia. 25-27 May 2016.
  11. Veronica Ong, Derwin Suhartono. Using K-Nearest Neighbor in Optical Character Recognition. ComTech Journal Vol. 7 No. 1 March 2016: 72-84, 2016.
  12. Siti Komsiyah, Derwin SuhartonoBudiyanto. Optimization economic dispatch with transmission losses using by firefly algorithm. The 2016 Conference on Fundamental and Applied Science for Advanced Technology (ConFAST 2016) AIP Conf. Proc. 1746, 020043-1–020043-7, Yogyakarta, Indonesia, 25-26 January 2016.

2015

  1. Ro’fah Nur Rachmawati, Adelaila Gamalita, Derwin Suhartono, Ashadi Salim. FTMC Web Application for JCI Prediction. Far East Journal of Mathematical Sciences (FJMS), Volume 98, Issue 7, Pages 797 – 818, December 2015.
  2. Fredy Purnomo, Derwin Suhartono, Muhsin Shodiq, Albert Susanto, Steven Raharja, Ricky Wijaya Kurniawan. Face Recognition using Gabor Wavelet and Non-negative Matrix Factorization. SAI Intelligent Systems Conference (Intellisys) Pages 788-792, London, United Kingdom. 10-11 November 2015.
  3. Widodo Budiharto, Derwin Suhartono. Intelligent Service Robot with Voice Recognition Capability. SAI Intelligent Systems Conference (Intellisys) Pages 301-304, London, United Kingdom. 10-11 November 2015.
  4. Novita Hanafiah, Kelvin Sugiarto, Yulius Ardy, Ruben Prathama, Derwin Suhartono. Expert System for Diagnosis of Discus Fish Disease using Fuzzy Logic Approach. Proceedings of 2015 IEEE International Conference on Computer and Communications, Pages 56-61, Chengdu, China. 10-11 October 2015.
  5. Jovita, Linda, Andrei Hartawan, Derwin Suhartono. Using Vector Space Model in Question Answering System. Procedia Computer Science Vol. 59, p.305-311, presented in 1st International Conference on Computer Science and Computational Intelligence (ICCSCI 2015), Jakarta, Indonesia, 24-26 August 2015.
  6. Derwin Suhartono. Klasifikasi Komponen Argumen Secara Otomatis pada Dokumen Teks berbentuk Esai Argumentatif. Technical Report Program Doktor Ilmu Komputer, Universitas Indonesia, Depok. Juni 2015.
  7. Meiliana, Derwin Suhartono. Variability Model Implementation on Key Performance Indicator Application. International Conference on Information Technology (ICIT), Singapore, published in International Journal of Innovation, Management and Technology (IJIMT) Volume 6 (1), Pages 77-80, 2015.
  8. Siti Komsiyah, Derwin Suhartono, Melisa Astriyanti. Optimization of Economic Dispatch Using Bacterial Foraging Optimization Algorithm. International Journal of Applied Mathematics and Statistics, Volume 53, Issue No. 5, 2015.

2014

  1. Widodo Budiharto, Derwin Suhartono. Artificial Intelligence: Konsep dan Penerapannya. PT. Andi Yogyakarta, Indonesia. 2014. ISBN: 978-979-29-4222-4.
  2. Derwin Suhartono. Probabilistic Latent Semantic Analysis (PLSA) untuk Klasifikasi Dokumen Teks Berbahasa Indonesia. Technical Report Program Doktor Ilmu Komputer, Universitas Indonesia, Depok. Desember 2014.
  3. Silvia, Pitri Rukmana, Vivi Regina Aprilia, Derwin Suhartono, Rini Wongso, Meiliana. Summarizing Text for Indonesian Language by Using Latent Dirichlet Allocation and Genetic Algorithm. Proceeding of the Electrical Engineering Computer Science and Informatics, Volume 1 Issue 1 Pages 148-153. 20-21 August, Yogyakarta, Indonesia, 2014.
  4. Derwin Suhartono, David Christiandy, Rolando. Lemmatization Technique in Bahasa: Indonesian Language, Journal of Software, Volume 9 Issue 5, Pages 1202-1209, Kuwait, 2014.
  5. Derwin Suhartono, Polim Kusuma, Garry Wong, Silviana Saputra. Predictive Text System for Bahasa with Frequency, N-gram, Probability Table and Syntactic Using Grammar. International Conference in Agents and Artificial Intelligence (ICAART), ESEO Campus, Loire Valley, Angers, France, 6-8 March 2014. Proceedings of the 6th ICAART Volume 1  page 305-311, 2014
  6. Derwin Suhartono, Erwin Setiawan, Djon Irwanto. Electronic Document Management Using Inverted Files System, International Conference on Advances Science and Contemporary Engineering (ICASCE), Jakarta, 23-24 October 2013. Journal of EPJ Web of Conferences, Volume 68, No. 0004, 2014

2013

  1. Derwin Suhartono, Chitra Patricia, Hendry Steven, Kevin. Prototype Design System for Mobile Web Using Radio Frequency Identification at Parking Building, Journal of Computer Science, Volume 9, Issue 9, Pages 1217-1223, 2013
  2. Derwin Suhartono, Wahyu Aditya, Miranty Lestari, Muhammad Yasin. Expert System in Detecting Coffee Plant Diseases, International Conference on Electronics Engineering and Informatics (ICEEI) 2013, Phuket, Thailand. International Journal of Electrical Energy, Volume 1, No. 3, Pages 156-162, 2013
  3. Derwin Suhartono, Calvin, Mery Yustina, Shandy Kurniawati, Haryono Soeparno, Fredy Purnomo. Implementation of Voice Recognition Technology on English Learning Application by Self Learning Based on Android Device. Seminar Nasional Sains dan Teknologi ke- 4 (SNST) 2013, Universitas Wahid Hasyim, Semarang. Prosiding SNST ke-4 Tahun 2013, No. F2, Pages 7-14.
  4. Derwin Suhartono, William Surya Permana, Antoni Wiguna, Ferlan Gisma Putra. Aplikasi E-Tour Guide dengan Fitur Pengenalan Image Menggunakan Metode Haar Classifier. ComTech Journal Volume 4 Issue 02, 2013.

2012

  1. Derwin Suhartono, Aryan Wibowo, Setiady Wiguna, Robby Saleh.  “Developing Controller Area Network Management Application Based on Modbus in Multi Generator Set Controller through Local Network and Internet”, International Conference on Advance Science and Contemporary Engineering”, Jakarta, 2012. Procedia Engineering, Vol. 50, Pages 426-435, 2012
  2. Agustinna Yosanny, Derwin Suhartono, Tunjung A. Wijaya. Pengembangan Prototype Game “The Proclamator”, Seminar Nasional Teknologi Informasi Dan Multimedia (SNASTIA) di Universitas Surabaya, 28 April 2012. Prosiding SNASTIA Vol. 3 Tahun 2012, Pages C17-C22.
  3. Derwin Suhartono, Afan Galih Salman, Rojali, Christian Octavianus. Aplikasi Penyembunyian Pesan Pada Citra JPEG Dengan Algoritma F5 Dalam Perangkat Mobile Berbasis Android. Seminar Nasional Aplikasi Teknologi Informasi 2012 (SNATi 2012). Universitas Islam Indonesia Yogyakarta, 15-16 Juni 2012. Prosiding SNATI 2012, Vol. 1, Pages G27-G32, 2012
  4. Derwin Suhartono, Erwin Setiawan, Djon Irwanto. Pembangunan Mesin Pencari Dokumen Menggunakan Boolean Retrieval Method dan Inverted Files System. Seminar Nasional Matematika dan Teknologi Informasi dan Komunikasi (SEMANTICS) 2012. BINUS University, Jakarta, 14 Juli 2012. Prosiding SEMANTICS 2012, Vol 1, Pages 138-145, 2012
  5. Derwin SuhartonoPengembangan Algoritma Fast Inversion dalam Membentuk Inverted File untuk Text Retrieval dengan Data Skala Besar. ComTech Journal Volume 3 Issue 01, 2012.

Technical & Organizing Committees

  1. Organizing Chair
    2nd International Conference on Computer Science and Computational Intelligence (ICCSCI), 13-14 October 2017
  2. Reviewer
    7th International Workshop on Computer Science and Engineering (WCSE), Beijing, China, 25-27 June 2017.
  3. Reviewer
    6th International Workshop on Computer Science and Engineering (WCSE), Tokyo, Japan, 17-19 June 2016.
  4. Organizing Committee
    1st International Conference on Computer Science and Computational Intelligence (ICCSCI), 24-26 August 2015
  5. International Scientific Committee
    International Symposium on Vehicles, Aerospace, Marine, Robotics and Information Technology (VAMOUS-TECH-MIMEC), 4-6 February 2015,

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