PERANCANGAN SISTEM PAKAR NEURO FUZZY UNTUK PENGENALAN TOKOH WAYANG KULIT PURWA

Mariska Marlia Dwi Purnamawati, Albertus Joko Santoso, Patricia Ardanari

Abstract


Wayang kulit purwa merupakan seni pertunjukan tradisi Indonesia yang berjaya pada masa lampau. Seiring dengan perkembangan teknologi hiburan, pertunjukan wayang kulit mulai tergeser. Kecanggihan teknologi tersebut kemudian dianggap lebih modern dan praktis dijangkau oleh masyarakat. Kurangnya ahli dan sedikit sumber informasi tentang wayang kulit purwa menjadi penyebab lain kurangnya minat masyarakat terhadap budaya sendiri. Kondisi ini menjadi masalah bagi perkembangan warisan budaya Jawa karena dapat mengakibatkan kepunahan tradisi. Berdasarkan permasalahan tersebut akan lebih baik jika ada sistem pakar yang dapat memberikan informasi dan mengidentifikasi tentang wayang kulit purwa. Penelitian ini bertujuan untuk membantu menangani masalah tersebut. Sitem pakar ini akan dibangun dengan tujuan mengenali tokoh wayang purwa berdasarkan variabel ciri jenis mata, bentuk hidung, mulut wayang, bentuk mahkota, dan kaki. Sistem pakar ini menerapkan metode neuro-fuzzy dalam basis aturan.  Output dari sistem ini adalah menampilkan identifikasi tokoh wayang berdasakan ciri-cirinya. Sistem ini dibangun berbasis website untuk memudahkan masyarakat dalam mengakses aplikasi ini dimanapun dan kapanpun.


References


Akinnuwesi, AB and Uzoka F.M.E, 2009, A Framework of Web Based Fuzzy Expert System for Managing Tourism Information, Georgian Electronic Scientific Journal: Computer Science and Telecommunications, No.3, Vol. 20.

Alshaban, Saad and Rawaa Ali, 2010, Using Neural and Fuzzy Software for the Classification of ECG Signal, Research Journal of Applied Sciences, Engineering and Technology, Vol. 2(1), Pp. 5-10.

Amelia, Lily, D.A Wahab, A. Hasan, 2009, Modelling of Palm Oil Production Using Fuzzy Expert System, Journal Expert System With Applications, Vol. 36, Pp. 8735-8740.

Arnott, David and Graham Pervan, 2008, Eight Key Issues for The Decision Support Systems Discipline, Journal of Science Direct, Decision Support System, Vol. 44, Pp. 657-672.

Astawa, I Gede Santi, 2010, Sistem Tutorial Adaptif: Neuro-Fuzzy Dalam Penentuan Hasil Belajar, Jurnal Program Studi Teknik Informatika Jurusan Ilmu Komputer, Fakultas Matematika dan Ilmu Pengetahuan Alam, Pp. 1- 8.

Chakraborty, Pinaki, Dr. Dilip Kumar Chakrabarti, 2008, An Example of Agricultural Expert Systems Being Used in India, Georgian Electronic Scientific Journal: Computer Science and Telecommunications 2008, No.1, Vol. 15.

Chowdhury, Dilip Roy, Mridula Chatterjee, R.K. Samanta, 2011, An Artificial Neural Network Model for Neonatal Disease Diagnosis, International Journal of Artificial Intelligence and Expert Systems (IJAE), Vol. 2, Issue 3.

Dwiandiyanta, B.Yudi, Antonius Bima Murti Wijaya, Martinus Maslim, Suyoto, 2012, New Shadow Modeling Approach Of Wayang Kulit, International Journal of Advanced Science and Technology, Vo. 43, Edition June, Pp. 95- 104.

Ephzibah, E.P and V. Sundarapandian, 2012, A Neuro Fuzzy Expert System for Heart Disease Diagnosis, Computer Science & Engineering: An International Journal (CSEIJ), Vol.2, No.1, Edition February 2012.

Faith and Michael E. Uzoka, 2009, Fuzzy-Expert System for Cost Benefit Analysis of Enterprise Information Systems: A Framework, International Journal on Computer Science and Engineering Vol.1, No. 3, Pp. 254-262.

Farajpour, Sina and Mohammad zerehnazi, 2013, Defining the Place of Expert Systems in the Operation of Organizations, Kuwait Chapter of Arabian Journal of Business and Management Review, Vol. 2, No.5, Edition January 2013.

Folorunso, I. O, Abikoye O. C, Jimoh R. G, Raji K.S, 2012, A Rule-Based Expert System for Mineral Identification, Journal of Emerging Trends in Computing and Information Sciences Vol. 3, No. 2, February 2012, ISSN 2079-8407.

Gath, S. J, Dr. R. V. Kulkarni, 2012, A Review: Expert System for Diagnosis of Myocardial Infarction, (IJCSIT) International Journal of Computer Science and Information Technologies, Vol. 3, No. 6, Pp. 5315-5321.

Kaur, Arshdeep, and Amrit Kaur, 2012, Comparison of Mamdani-Type and Sugeno-Type Fuzzy Inference System For Air Conditioning System, International Journal of Soft Computing and Engineering (IJSCE), Vol. 2, Issue 2, Edition May 2012, Pp. 323- 325, ISSN: 2231-2307.

Kaur, Simranjeet, Ms. Raman Goyal, 2012, Fuzzy Logic Based Decision Support System for Poor Team Cohesiveness, International Journal for Science and Emerging Technologies With Latest Trends, Vol.2, No.1, Pp.1-6.

Kirmanli, C and S.G. Ercelebi, 2009, An Expert System for Hydraulic Excavator and Truck Selection in Surface Mining, The Journal of The Southern African Institute of Mining and Metallurgy, Vol. 109.

Marajaya, I Made, 2010, D-Karbit: Sebuah Representasi Wayang Kulit Ramayana Gaya Bongkasa, Jurnal Wayang Vol. 10, No. 1, Pp. 16-34, ISSN 1412-9248.

Naser, Samy S. Abu, dan Abu Zaiter A. Ola, 2008, An Expert System for Diagnosing Eye Diseases Using Clips, Journal of Theoretical and Applied Information Technology.

Patra, P.Santosh Kumar, Dipti Prava Sahu, Indrajit Mandal, 2010, An Expert System for Diagnosis of Human Diseases, International Journal of Computer Applications, Vol. 1, No.13, Pp. 0975 – 8887.

Prasadl, BDCN, P. E. S. N Krishna Prasad, Y Sagar, 2011, An Approach to Develop Expert Systems in Medical Diagnosis Using Machine Learning Algorithms (ASTHMA) and a Performance Study, International Journal on Soft Computing (IJSC), Vol.2, No.1, February 2011.

Purbasari, Tyas, 2012, Kajian Aspek Teknis, Estetis, Dan Simbolis Warna Wayang Kulit Karya Perajin Wayang Desa Tunahan Kabupaten

Jepara, Journal Of Visual Arts (ARTY), Vol. 1, Pp. 1-8.

Salim, MD, Alvaro Villavicencio, Marc A. Timmerman, 2003, A Method for Evaluating Expert System Shells for Classroom Instruction, Journal of Industrial Technology, Edition November 2002 to January 2003, Vol. 19, No. 1.

Septa, Danang dan Nur Khoiri, 2010, Wayang Sebagai Media Pembelajaran Fisika Untuk Meningkatkan Hasil Belajar Siswa Pada Pokok Bahasan Getaran dan Gelombang Pada Siswa Kelas VIII SMP Purnama 1 Semarang, Jurnal Program Studi Pendidikan Fisika IKIP PGRI, Vol. 1, No. 1, Edisi April 2010.

Sharma, Tilotma and Sumit Jain, 2012, Survey on Expert System, International Journal of Emerging Technology and Advanced

Engineering, Volume 2, Issue 1, Edisi January 2012, ISSN 2250-2459.

Shiau, Wen-Lung, 2011, A Profile of Information Systems Research Published in Expert Systems With Applications from 1995 to 2008, Elsevier Expert Systems with Applications, Vol. 38, Pp. 3999–4005.

Sivaraos, Peter Brevern, El Tayeb, V.C Vengkatesh, 2012, GUI Based Mamdanai Fuzzy Inference System Modeling To Predict Surface Roughness in Laser Machining, International Journal of Electrical dan

Computer Sciences IJECS, Vol. 9, No.9, Pp. 281- 288.

Soetarno, 2011, Gaya Pedalangan Wayang Kulit Purwa Jawa Serta Perubahannya, Jurnal Seni dan Budaya (MUDRA), Vol. 26, No. 1, Edisi Januari, Pp. 1-16.

Sukimo, 2009, Hubungan Wayang Kulit Dan Kehidupan Sosial Masyarakat Jawa, Jurnal Brikolase, Vol. 1, No.1, Edisi Juli 2009, Pp. 16- 32.

Torrubia, Gloria Sanchez, and Carmen Torres Blanc, 2010, A Mamdani-Type Fuzzy Inference System To Automatically Assess Dijkstra’s Algorithm Simulation, International Journal “Information Theories and Applications”, Vol. 17, No. 1, Pp.35-100.

Wagholikar, Kavishwar Sanjeev Mangrulkar, Ashok Deshpande, Vijayraghavan Sundararajan, 2012, Evaluation of Fuzzy Relation Method for Medical Decision Support, Springer Science, International Journal Medical System, Vol. 36, Pp. 233–239.

Widyanata, Joseph Davy C, 2011, Pembangunan Sistem Pakar Untuk Identifikasi Tokoh Wayang Kulit Jawa, Skripsi Universitas Atma Jaya Yogyakarta.


Refbacks

  • There are currently no refbacks.
slot gacor slot gacor hari ini slot gacor 2025 demo slot pg slot gacor slot gacor