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Membandingkan Dampak TEKNIK BERPIKIR _Training "STRATEGIC THINKING"

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Kanaidi ken
Kanaidi ken

Pemateri: Kanaidi, SE., M.Si., cSAP HP. 0812 2353 284 WA. 0877 5871 1905 e-mail : kanaidi63@gmail.com

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Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 1 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 1 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 1 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Membandingkan Dampak TEKNIK BERPIKIR
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 2 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 2 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 2 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Pendekatan Analitis sebagai Pendekatan Reduksi Material Mechine Market Man Money Method Penggunaan Fishbone Diagram
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 3 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 3 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 3 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Fishbone Diagram Man Money Method Material Mechine Market
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 4 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 4 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 4 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Fishbone Diagram … • Fishbone (Diagram Tulang Ikan) atau diagram sebab-akibat adalah salah satu alat yang dapat digunakan untuk mengidentifikasi dan memvisualisasikan sebuah hubungan antara sebab dan akibat untuk mengidentifikasi penyebab utama dari masalah yang terjadi. • Umumnya Fishbone Diagram digunakan untuk menunjukkan faktor-faktor penyebab dan kualitas yang disebabkan oleh beberapa hal yang menjadi penyebab dari masalah yang terjadi.
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 5 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 5 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 5 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Fungsi dari Fishbone Diagram • Mengidentifikasikan akar penyebab dari permasalahan yang terjadi. • Membantu untuk mengembangkan ide pemecahan masalah. • Untuk melakukan penyelidikan lebih lanjut atau penentuan fakta terhadap masalah yang terjadi. • Mengidentifikasikan tindakan (bagaimana) untuk mendapatkan hasil yang diinginkan. • Membantu untuk mendiskusikan masalah yang terjadi dengan lengkap dan benar. • Untuk menghasilkan pemikiran baru.
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 6 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 6 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 6 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Masalah: 1. 2. 3. Penyebabnya: a. b. c. Penggunaan Fishbone Diagram
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 7 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 7 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 7 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 8 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 8 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 8 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Pareto Diagram
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 9 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 9 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 9 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Trees Diagram Decision Trees Analysis
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 10 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 10 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 10 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level • Pohon keputusan adalah salah satu metode klasifikasi yang paling populer karena mudah untuk diinterpretasi oleh manusia. • Pohon keputusan adalah model prediksi menggunakan struktur pohon atau struktur berhirarki. • Manfaat utama dari penggunaan pohon keputusan adalah kemampuannya untuk mem-break down proses pengambilan keputusan yang kompleks menjadi lebih simpel sehingga pengambil keputusan akan lebih menginterpretasikan solusi dari permasalahan. Pohon Keputusan
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 11 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 11 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 11 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Model Pohon Keputusan
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 12 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 12 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 12 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level • Tujuan Pohon Keputusan  Pohon keputusan dikembangkan untuk membantu pengambil keputusan membuat serangkaian keputusan yang melibatkan peristiwa ketidakpastian.  Pohon keputusan adalah suatu peralatan yang mengambarkan secara grafik berbagai kegiatan yang dapat diambil dan dihubungkan dengan kegiatan ini dengan berbagai peristiwa di waktu mendatang yang dapat terjadi.  Bagaimanapun dalam berbagai situasi yang tepat, penggunaan pohon keputusan akan mengurangi kekacauan potensial dalam suatu masalah kompleks dan memungkinkan pengambil keputusan menganalisis masalah secara rasional. (Sutabri, 2005).
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 13 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 13 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 13 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level • Kelebihan metode pohon keputusan :  Pengambilan keputusan yang sebelumnya kompleks dan sangat global, dapat diubah menjadi lebih simpel dan spesifik.  Eliminasi perhitungan-perhitungan yang tidak diperlukan, karena ketika menggunakan metode pohon keputusan maka sample diuji hanya berdasarkan kriteria atau kelas tertentu.  Fleksibel untuk memilih fitur dari internal node yang berbeda, fitur yang terpilih akan membedakan suatu kriteria dibandingkan kriteria yang lain dalam node yang sama. Kefleksibelan ini dapat meningkatkan kualitas keputusan yang dihasilkan.
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 14 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 14 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 14 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level • Kelebihan metode pohon keputusan …  Dalam analisis multivariat, dengan kriteria dan kelas yang jumlahnya sangat banyak, seorang penguji biasanya perlu untuk mengestimasikan, baik itu distribusi dimensi tinggi ataupun parameter tertentu, dari distribusi kelas tersebut.  Dapat menghindari munculnya permasalahan dengan menggunakan criteria yang jumlahnya lebih sedikit pada setiap node internal tanpa banyak mengurangi kualitas keputusan yang dihasilkan.
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 15 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 15 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 15 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Model Pohon Keputusan …
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 16 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 16 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 16 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Pendekatan Sistemik sebagai Pendekatan Holistic • Sistemik atau melalui pendekatan sistem, dimana semua faktor yang berada di dalam satu sistem dan diperkirakan dapat menimbulkan masalah hasus diperhidungkan sehingga tidak ada lagi masalah tertinggal atau munculnya masalah baru sebagai akibat dari keterkaitan sistem. • Holistik artinya pendekatan yang dilakukan harus bersifat universal, fleksibel, sederhana, mudah difahami dan dikerjakan dari berbagai tingkatan skill serta mudah disesuaikan dengan sistem- sistem lain yang terkait, tidak sepotong-sepotong (disjointed incrementalis) tetapi menyeluruh (komprehensif). Pendekatan ini lebih dominan pada proses kinerja yang bersifat berkelanjutan.
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 17 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 17 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 17 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Tools_“5 WHY Technique” • Salah satu tool dalam menentukan akar penyebab dari suatu problem adalah menggunakan teknik “5 Why”. Why? Why? Why? Why? Why?
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 18 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 18 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 18 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level “5 Why” … • Teknik ini tidak terlalu sulit, namun memerlukan pendekatan prinsip aliran “logika” yang tajam dalam menggali sampai ke akar permasalahan. • Dengan berulang-ulang menanyakan “Why” atau “Mengapa”, kita dapat mengupas satu per satu lapisan permasalahan hingga menemukan inti atau akar permasalahan yang kita hadapi. • Teknik 5 Why ini pertama kali digunakan oleh Toyota Motor Corporation Jepang (diperkenalkan dan dikembangkan oleh Sakichi Toyoda) untuk mengembangkan Metodelogi Manufakturing perusahaannya. • Dengan mengulangi pertanyaan-pertanyaan “Why” atau “mengapa” sebanyak lima kali, sifat alami dari suatu masalah dan juga solusinya akan menjadi semakin jelas.
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 19 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 19 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 19 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Man • Cause •SubCause • SubCause-1 • SubCause-2 • SubCause-3 Material
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 20 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 20 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 20 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Kelebihan Teknik “5 Why” (5 Mengapa) • Membantu dalam mengidentifikasikan akar penyebab dari suatu permasalahan. • Menentukan hubungan antara akar-akar penyebab dalam suatu permasalahan. • Salah satu alat penyelesaian masalah yang paling mudah digunakan.
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 21 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 21 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 21 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Teknik “5 Why” (5 Mengapa) • Why 1 : Mengapa terjadi salah pengiriman model ke pelanggan? Karena terjadi kesalahan dalam pengambilan oleh staff logistik • Why 2 : Mengapa terjadi kesalahan dalam pengambilan oleh staff Logistik? Karena staff Logistik tidak scan barcode pada Box yang akan dikirimkan. • Why 3 : Mengapa Staff Logistik tidak scan barcode sistem pada Box yang akan dikirimkan? Karena Komputer yang digunakan untuk Scanner Barcode rusak pada saat tersebut • Why 4 : Mengapa Komputer yang digunakan untuk scanner Barcode tersebut rusak? Karena komputer yang dipergunakan untuk scanner mati mendadak • Why 5 : Mengapa komputer yang dipergunakan untuk scanner tersebut mati mendadak? Karena pasokan aliran listrik tiba-tiba mati
Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 22 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 22 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 22 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level www.slideshare.net/kenkanaidi (Narasumber) www.ken-spektakuler.blogspot.com e-mail: kanaidi63@gmail.com atau kanaidi@yahoo.com Fax. 022-4267749 HP. 0812 2353 284 WA. 0877 5871 1905 www.antawijaya.com

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Membandingkan Dampak TEKNIK BERPIKIR _Training "STRATEGIC THINKING"

  • 1. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 1 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 1 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 1 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Membandingkan Dampak TEKNIK BERPIKIR
  • 2. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 2 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 2 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 2 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Pendekatan Analitis sebagai Pendekatan Reduksi Material Mechine Market Man Money Method Penggunaan Fishbone Diagram
  • 3. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 3 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 3 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 3 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Fishbone Diagram Man Money Method Material Mechine Market
  • 4. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 4 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 4 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 4 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Fishbone Diagram … • Fishbone (Diagram Tulang Ikan) atau diagram sebab-akibat adalah salah satu alat yang dapat digunakan untuk mengidentifikasi dan memvisualisasikan sebuah hubungan antara sebab dan akibat untuk mengidentifikasi penyebab utama dari masalah yang terjadi. • Umumnya Fishbone Diagram digunakan untuk menunjukkan faktor-faktor penyebab dan kualitas yang disebabkan oleh beberapa hal yang menjadi penyebab dari masalah yang terjadi.
  • 5. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 5 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 5 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 5 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Fungsi dari Fishbone Diagram • Mengidentifikasikan akar penyebab dari permasalahan yang terjadi. • Membantu untuk mengembangkan ide pemecahan masalah. • Untuk melakukan penyelidikan lebih lanjut atau penentuan fakta terhadap masalah yang terjadi. • Mengidentifikasikan tindakan (bagaimana) untuk mendapatkan hasil yang diinginkan. • Membantu untuk mendiskusikan masalah yang terjadi dengan lengkap dan benar. • Untuk menghasilkan pemikiran baru.
  • 6. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 6 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 6 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 6 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Masalah: 1. 2. 3. Penyebabnya: a. b. c. Penggunaan Fishbone Diagram
  • 7. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 7 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 7 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 7 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level
  • 8. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 8 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 8 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 8 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Pareto Diagram
  • 9. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 9 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 9 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 9 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Trees Diagram Decision Trees Analysis
  • 10. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 10 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 10 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 10 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level • Pohon keputusan adalah salah satu metode klasifikasi yang paling populer karena mudah untuk diinterpretasi oleh manusia. • Pohon keputusan adalah model prediksi menggunakan struktur pohon atau struktur berhirarki. • Manfaat utama dari penggunaan pohon keputusan adalah kemampuannya untuk mem-break down proses pengambilan keputusan yang kompleks menjadi lebih simpel sehingga pengambil keputusan akan lebih menginterpretasikan solusi dari permasalahan. Pohon Keputusan
  • 11. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 11 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 11 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 11 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Model Pohon Keputusan
  • 12. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 12 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 12 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 12 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level • Tujuan Pohon Keputusan  Pohon keputusan dikembangkan untuk membantu pengambil keputusan membuat serangkaian keputusan yang melibatkan peristiwa ketidakpastian.  Pohon keputusan adalah suatu peralatan yang mengambarkan secara grafik berbagai kegiatan yang dapat diambil dan dihubungkan dengan kegiatan ini dengan berbagai peristiwa di waktu mendatang yang dapat terjadi.  Bagaimanapun dalam berbagai situasi yang tepat, penggunaan pohon keputusan akan mengurangi kekacauan potensial dalam suatu masalah kompleks dan memungkinkan pengambil keputusan menganalisis masalah secara rasional. (Sutabri, 2005).
  • 13. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 13 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 13 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 13 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level • Kelebihan metode pohon keputusan :  Pengambilan keputusan yang sebelumnya kompleks dan sangat global, dapat diubah menjadi lebih simpel dan spesifik.  Eliminasi perhitungan-perhitungan yang tidak diperlukan, karena ketika menggunakan metode pohon keputusan maka sample diuji hanya berdasarkan kriteria atau kelas tertentu.  Fleksibel untuk memilih fitur dari internal node yang berbeda, fitur yang terpilih akan membedakan suatu kriteria dibandingkan kriteria yang lain dalam node yang sama. Kefleksibelan ini dapat meningkatkan kualitas keputusan yang dihasilkan.
  • 14. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 14 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 14 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 14 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level • Kelebihan metode pohon keputusan …  Dalam analisis multivariat, dengan kriteria dan kelas yang jumlahnya sangat banyak, seorang penguji biasanya perlu untuk mengestimasikan, baik itu distribusi dimensi tinggi ataupun parameter tertentu, dari distribusi kelas tersebut.  Dapat menghindari munculnya permasalahan dengan menggunakan criteria yang jumlahnya lebih sedikit pada setiap node internal tanpa banyak mengurangi kualitas keputusan yang dihasilkan.
  • 15. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 15 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 15 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 15 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Model Pohon Keputusan …
  • 16. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 16 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 16 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 16 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Pendekatan Sistemik sebagai Pendekatan Holistic • Sistemik atau melalui pendekatan sistem, dimana semua faktor yang berada di dalam satu sistem dan diperkirakan dapat menimbulkan masalah hasus diperhidungkan sehingga tidak ada lagi masalah tertinggal atau munculnya masalah baru sebagai akibat dari keterkaitan sistem. • Holistik artinya pendekatan yang dilakukan harus bersifat universal, fleksibel, sederhana, mudah difahami dan dikerjakan dari berbagai tingkatan skill serta mudah disesuaikan dengan sistem- sistem lain yang terkait, tidak sepotong-sepotong (disjointed incrementalis) tetapi menyeluruh (komprehensif). Pendekatan ini lebih dominan pada proses kinerja yang bersifat berkelanjutan.
  • 17. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 17 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 17 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 17 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Tools_“5 WHY Technique” • Salah satu tool dalam menentukan akar penyebab dari suatu problem adalah menggunakan teknik “5 Why”. Why? Why? Why? Why? Why?
  • 18. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 18 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 18 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 18 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level “5 Why” … • Teknik ini tidak terlalu sulit, namun memerlukan pendekatan prinsip aliran “logika” yang tajam dalam menggali sampai ke akar permasalahan. • Dengan berulang-ulang menanyakan “Why” atau “Mengapa”, kita dapat mengupas satu per satu lapisan permasalahan hingga menemukan inti atau akar permasalahan yang kita hadapi. • Teknik 5 Why ini pertama kali digunakan oleh Toyota Motor Corporation Jepang (diperkenalkan dan dikembangkan oleh Sakichi Toyoda) untuk mengembangkan Metodelogi Manufakturing perusahaannya. • Dengan mengulangi pertanyaan-pertanyaan “Why” atau “mengapa” sebanyak lima kali, sifat alami dari suatu masalah dan juga solusinya akan menjadi semakin jelas.
  • 19. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 19 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 19 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 19 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Man • Cause •SubCause • SubCause-1 • SubCause-2 • SubCause-3 Material
  • 20. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 20 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 20 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 20 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Kelebihan Teknik “5 Why” (5 Mengapa) • Membantu dalam mengidentifikasikan akar penyebab dari suatu permasalahan. • Menentukan hubungan antara akar-akar penyebab dalam suatu permasalahan. • Salah satu alat penyelesaian masalah yang paling mudah digunakan.
  • 21. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 21 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 21 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 21 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Teknik “5 Why” (5 Mengapa) • Why 1 : Mengapa terjadi salah pengiriman model ke pelanggan? Karena terjadi kesalahan dalam pengambilan oleh staff logistik • Why 2 : Mengapa terjadi kesalahan dalam pengambilan oleh staff Logistik? Karena staff Logistik tidak scan barcode pada Box yang akan dikirimkan. • Why 3 : Mengapa Staff Logistik tidak scan barcode sistem pada Box yang akan dikirimkan? Karena Komputer yang digunakan untuk Scanner Barcode rusak pada saat tersebut • Why 4 : Mengapa Komputer yang digunakan untuk scanner Barcode tersebut rusak? Karena komputer yang dipergunakan untuk scanner mati mendadak • Why 5 : Mengapa komputer yang dipergunakan untuk scanner tersebut mati mendadak? Karena pasokan aliran listrik tiba-tiba mati
  • 22. Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 22 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 22 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level 4/11/2021 22 Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level Click to edit Master title style • Click to edit Master text styles – Second level • Third level – Fourth level » Fifth level www.slideshare.net/kenkanaidi (Narasumber) www.ken-spektakuler.blogspot.com e-mail: kanaidi63@gmail.com atau kanaidi@yahoo.com Fax. 022-4267749 HP. 0812 2353 284 WA. 0877 5871 1905 www.antawijaya.com