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Dana Indra Sensuse
Universitas Indonesia
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Journal : Jurnal ICT : Information Communication

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Perbandingan Algoritma K-Means, X-Means Dan K-Medoids Untuk Klasterisasi Awak Kabin Lion Air Ahmad Jurnaidi Wahidin; Dana Indra Sensuse
Jurnal ICT : Information Communication & Technology Vol 20, No 2 (2021): JICT-IKMI, Desember 2021
Publisher : STMIK IKMI Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36054/jict-ikmi.v20i2.387

Abstract

Lion Air is part of PT. Lion Group, which is a airline in Indonesia and a low-cost airline based in Jakarta, Lion Air throughout the year experienced an increase in its fleet and an increase in the number of flights, the greater the need for cabin crew, in addition to the recruitment process which must be selective, it is also necessary to monitor the crew. cabin crew so that cabin crew performance will continue to be well maintained so that several groups are formed called cabin crew monitoring groups, currently cabin crew clustering is carried out randomly so as to produce group members with different characteristics. Clustering should be computerized by utilizing data mining clustering, at the data processing stage by eliminating missing values and determining attributes, it produces 100 data, at the modeling stage the most optimum results obtained using the k-means algorithm are 4 clusters and 6 attributes are indicated by the Davies-value. The Bouldin Index (DBI) is 0.792, while the DBI value for the x-means algorithm is 0.812 and the k-medoids algorithm is 1.700 so that the k-means algorithm is the best algorithm in this study.
Co-Authors Ade Fitria Lestari Adi Suryaputra Paramita Adi Suryaputra Paramita Afifah Nefiratika Agnes Agnes Ahmad Jurnaidi Wahidin Ajie Tri Hutama Akbarsyah Anza, Fikri Alusi, Fahmi Amastini, Fitria Ansis, Ronny Ariani, Septi Arief Ramadhan Arif Wahyudi Aryanto Aryanto Assaf Arief Assaf Arief Assaf Arief Assaf Arief Ayu Bintang Nurrachma Gunawan Ayu Bintang Nurrachma Gunawan Ayu Bintang Nurrachma Gunawan Aziz, Riva Abdillah Basnur, Prajna Wira Binsar Tampahan Binsar Tampahan Binsar Tampahan Budi, Nur Fitriah Ayuning Damayanti Elisabeth Damayanti Elisabeth Darmawan Baginda Napitupulu Darmawan Napitupulu Desiana Nurul Maftuhah Dewi Sartika Diaz Saputra Dieny Sukmiati Dieny Sukmiati Dieny Sukmiati Dwi Handoko Dwi Handoko Dwi Handoko Dwi Handoko Edi Abdurachman El Farisi, Salman Elin Cahyaningsih Elin Cahyaningsih Elkaf Fahrezi Soebianto Putra Evi Yulianti Fahmi Alusi Fahmi Alusi Fahmi Alusi Faradillah Faradillah Fathurahman Ma'ruf Hudoarma Fauzia Nur, Pita Larasati Ferry Febrianto Fikri Akbarsyah Anza Firmansyah Apryadhi Fithri Selva Jumeilah Fitria Amastini Fitria Rahma Sari Fitria Rahma Sari Fitria Rahma Sari Ford Lumban Gaol Furqon, Moehammad Arief Galih Reksa Lingga Respati Gandung Triyono Goldie Gunadi Hanif Sudira Harjanto Prabowo Harjanto Prabowo Herlambang Permadi Herlambang Permadi Hidayat Akbar Hidayat Akbar I Ketut Sudiana I Made Agus Ana Widiatmika I Made Agus Ana Widiatmika I Made Agus Ana Widiatmika I Nyoman Adi Putra Ignatius Adrian Mastan Iklima Ermis Ismail Jani Richi R. Siregar Jonathan Sofian Lusa Jonathan Sofian Lusa Jonathan Sofian Lusa Kautsarina Kautsarina Kautsarina Kautsarina Kautsarina Lenggo Geni Lia Ellyanti Louis Dwysevrey Ompusunggu Lusa, Sofian Lusa, Sofian Lusi Fajarita Maulana, Miftahul Meilinda Puji Pamungkas Mia Agustina Miftahul Maulana Miftahul Maulana Miftahul Maulana Mirza Triyuna Putra Moehammad Arief Furqon Moehammad Arief Furqon Moh. Anshori Aris Widya Muhamad Adhytia Wana Putra Rahmadhan Muhammad Fadhiel Alie Muhammad Farid Fadhlan Nadya Safitri Nadya Safitri Napitupulu, Darmawan Nashrul Hakiem Nashrul Hakiem Nefiratika, Afifah Novia Agusvina Nur Chasanah Nur Chasanah Nur Chasanah Nur Chasanah Nur Fitriah Ayuning Budi Nurzaitun Purwasih Nurzaitun Purwasih Nurzaitun Purwasih Oki Priyadi Pita Larasati Fauzia Nur Pita Larasati Fauzia Nur Pita Larasati Fauzia Nur Pradipta, Dhea Junestya Prasetyo Adi Prasetyo Adi Prasetyo Adi Wibowo Putro Prayoga, Sigit Hadi Prihantara Arif Budi Santosa Prima, Pudy Pudy Prima Pudy Prima Puja Putri Abdullah Puji Rahayu Puji Rahayu Purwasih, Nurzaitun Putra Tresna Linge Putra, Risma Bayu R. Sapto Hendri Boedi Soesatyo Rabiah Al Adawiyah Rahmat Nurcahyo Rendra Gustriansyah Rian Rahmanda Putra Rias Kumalasari Devi Richi R. Siregar, Jani Rina Rahmawati Rini Muliahati Risma Bayu Putra Risma Bayu Putra Risma Bayu Putra Rizaldy Septa Amanda Rizaldy Septa Amanda Romlah, Ummu Habibah Ronny Ansis Rudy Sugiharto Iskandar Ryan Randy Suryono Salman Alfarisi Salman El Farisi Salman El Farisi Sari, Fitria Rahma Sarika Afrizal Sarika Afrizal Sarika Afrizal, Sarika Semlinda Juszandri Bulan Septian Bagus Wibisono Sigit Hadi Prayoga Sigit Hadi Prayoga Sigit Hadi Prayoga Slamet Darmawan Sofian Lusa Sofian Lusa Sofian Lusa Sofian Lusa Sofian Lusa Sofian Lusa Sofiyanti Indriasari Sofiyanti Indriasari Suhaidir, Wiliam Sukmiati, Dieny Sutoyo, Mochammad Arief Hermawan Suwardiman, Suwardiman Suwiyanto, Viktor Syarifah Hanum Tampahan, Binsar Tinny D Kaunang Tokuro Matsuo Tsaqif Alfatan Nugraha Ummi Azizah Rachmawati Wahab, Iis Hamsir Ayub Wanda Kinasih Warkim Warkim, Warkim Wendy Nur Falaq Wendy Nur Falaq Widiatmika, I Made Agus Ana Wiliam Suhaidir Wiliam Suhaidir Wiliam Suhaidir Yesi Puspita Dewi Yolanda Yosephine Zebua Yudho Giri Sucahyo Yudho Giri Sucahyo Yulianingsih Yulianingsih