{"title":"Analisa Data Profil Pelanggan Menggunakan Algoritma FP-Growth","authors":"Vivi Suryani, Sarjon Defit, Yuhandri","doi":"10.37034/jidt.v1i4.8","DOIUrl":"https://doi.org/10.37034/jidt.v1i4.8","url":null,"abstract":"The number of bouquet orders is quite varied sometimes increased and decreased. The number of hikes certainly carries the goodness but the amount of decline certainly has an impact for Wawa Florist because it can not fulfill the number of bouquet order. The purpose of this research is to know how Data Mining techniques with Fp-Growth algorithm methods and designing the grouping of customer data of Wawa Florist with the FP-Growth algorithm method to obtain better and more effective analysis results. The result of the order data of the wreaths in Wawa Florish can be obtained which area information most booked wreaths, the most ordered bouquet of flowers are: D02 (Lubuk Buaya), D04 (Lubuk Minturun), D01 (Pariaman) and D03 (Lubuk Alung ). These results are obtained based on the appearance of the itemset of the bouquet booking data. Meet minimum confidence 60%.","PeriodicalId":32041,"journal":{"name":"JUTEI Jurnal Terapan Teknologi Informasi","volume":"24 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81687286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Implementasi Metode Elimination Et ChoixTraduisant La Realite (ELECTRE) dalam Penentuan Pegawai Berprestasi","authors":"Vera Delmayanti, Yuhandri, Julius Santony","doi":"10.37034/jidt.v1i4.9","DOIUrl":"https://doi.org/10.37034/jidt.v1i4.9","url":null,"abstract":"The Kerinci Regency Cooperatives, Industry and Trade Office has a variety of employees whose competencies in their fields are for that purpose in improving an employee's performance by determining outstanding employees who aim to motivate and reward them for improving employee work performance. In determining this outstanding employee the data used are 3 samples of employee names as alternatives and some of the criteria on which decisions are made include Service Orientation, Integrity, Commitment, Discipline, and Cooperation. The results of the process of the ELECTRE method is to compare one employee with another employee and provide the results of priority value output in the form of assessment results or based on criteria that have been determined by the Office. The results of this process are recommended as outstanding employees at the Kerinci Regency Cooperatives, Industry and Trade Office.","PeriodicalId":32041,"journal":{"name":"JUTEI Jurnal Terapan Teknologi Informasi","volume":"66 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86101501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Model Antrian Multi Channel Single Phase Berdasarkan Pola Kedatangan Pasien untuk Pengambilan Obat di Apotik","authors":"Devi Yuliana, Julius Santony, Sumijan","doi":"10.37034/jidt.v1i4.12","DOIUrl":"https://doi.org/10.37034/jidt.v1i4.12","url":null,"abstract":"The accumulation of queues of prospective patients also results in an inadequate waiting room, which occurs because there is no disciplinary pathway that can provide a form of registration service that is efficient and flexible with time to many entry points and many services so that patients do not have to queue long only to take medicine. The solution to handling the problem of the accumulation of prospective patients in RSI Ibnu Sina Padang is to implement a multi-channel queuing system - Single phase, where there will be more than one entry point to register to RSI Ibnu Sina Padang so that the patient arrival pattern is divided into several times and the path is adjusted with the needs of the patient's desired time and there is more than one stage of service at Ibnu Sina Hospital in Padang. The purpose of this study was to design a php application at the Ibnu Sina Hospital in Padang with the Multi Single Phase Method and find out the time spent by patients in the queue, then it is expected to be useful for the RSI Ibu Sina Padang.","PeriodicalId":32041,"journal":{"name":"JUTEI Jurnal Terapan Teknologi Informasi","volume":"28 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78288837","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Implementasi Metode Backpropagation untuk Memprediksi Tingkat Kelulusan Uji Kopetensi Siswa","authors":"Nandel Syofneri, Sarjon Defit, Sumijan","doi":"10.37034/jidt.v1i4.13","DOIUrl":"https://doi.org/10.37034/jidt.v1i4.13","url":null,"abstract":"Vocational High School (SMK) 2 Pekanbaru is a Vocational School in Industrial Technology. At present there are 2400 students with 14 majors. In students the level of will in students is still low. Resulting in a low graduation rate for students. This happened because of the difficulty in predicting the level of competency examination passing at SMK Negeri 2 Pekanbaru. The purpose of this study is to assist in predicting the passing level of competency exams so as to produce predictions of student graduation. The method used is the Backpropagation method. With this method data processing can be done using input values and targets that you want to produce. So that it can predict the graduation of students in the expertise competency test. Furthermore, the data to be managed is a recapitulation of the average vocational values majoring in computer network engineering from semester 1 to semester 5 with aspects of knowledge on the target students of 2017 Academic Year and 2018 Academic Year obtained from the sum of all subjects in each semester. The results of calculations using the Backpropagation method with the Matlab application will be predictive in producing grades for students' graduation rates in the future. So that the accuracy value will be obtained in the prediction. With the results of testing the accuracy of prediction student competency tests with patterns 5-4-1 reaching 85%, with patterns 5-6-1 reaching 95%, patterns 5-8-1 reaching 70%, patterns 5-10-1 reaching 85% % and with 5-12-1 patterns it reaches 85%. Of the five patterns, the best accuracy rate of 5-6-1 is 95%. The prediction results using the Bacpropagation method can become knowledge in the next year. So that the system parameters used in testing can be recognized properly.","PeriodicalId":32041,"journal":{"name":"JUTEI Jurnal Terapan Teknologi Informasi","volume":"42 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73630771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Analisa Data Profil Pelanggan Menggunakan Algoritma FP-Growth","authors":"Vivin Suryani, Sarjon Defit, Yuhandri Yunus","doi":"10.37034/JIDT.V2I1.8","DOIUrl":"https://doi.org/10.37034/JIDT.V2I1.8","url":null,"abstract":"The number of bouquet orders is quite varied sometimes increased and decreased. The number of hikes certainly carries the goodness but the amount of decline certainly has an impact for Wawa Florist because it can not fulfill the number of bouquet order. The purpose of this research is to know how Data Mining techniques with Fp-Growth algorithm methods and designing the grouping of customer data of Wawa Florist with the FP-Growth algorithm method to obtain better and more effective analysis results. The result of the order data of the wreaths in Wawa Florish can be obtained which area information most booked wreaths, the most ordered bouquet of flowers are: D02 (Lubuk Buaya), D04 (Lubuk Minturun), D01 (Pariaman) and D03 (Lubuk Alung ). These results are obtained based on the appearance of the itemset of the bouquet booking data. Meet minimum confidence 60%.","PeriodicalId":32041,"journal":{"name":"JUTEI Jurnal Terapan Teknologi Informasi","volume":"22 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81268852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Implementasi Metode Elimination Et ChoixTraduisant La Realite (ELECTRE) dalam Penentuan Pegawai Berprestasi","authors":"Vera Delmayanti, Yuhandri Yunus, Julius Santony","doi":"10.37034/JIDT.V2I1.9","DOIUrl":"https://doi.org/10.37034/JIDT.V2I1.9","url":null,"abstract":"The Kerinci Regency Cooperatives, Industry and Trade Office has a variety of employees whose competencies in their fields are for that purpose in improving an employee's performance by determining outstanding employees who aim to motivate and reward them for improving employee work performance. In determining this outstanding employee the data used are 3 samples of employee names as alternatives and some of the criteria on which decisions are made include Service Orientation, Integrity, Commitment, Discipline, and Cooperation. The results of the process of the ELECTRE method is to compare one employee with another employee and provide the results of priority value output in the form of assessment results or based on criteria that have been determined by the Office. The results of this process are recommended as outstanding employees at the Kerinci Regency Cooperatives, Industry and Trade Office.","PeriodicalId":32041,"journal":{"name":"JUTEI Jurnal Terapan Teknologi Informasi","volume":"93 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80144218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"PENGARUH ARAH POSISI PEMASANGAN PANEL SURYA TERHADAP OUTPUT DAYA KELUARAN","authors":"Yusrijal Shalih, S. Suratno","doi":"10.46964/justti.v11i2.145","DOIUrl":"https://doi.org/10.46964/justti.v11i2.145","url":null,"abstract":"Kebutuhan energi yang tambah tahun semakin meningkat merupakan salah satu permasalahan dan tantangan dimasa ini. Maka dari itu saat ini banyak modul modul solar sel yang dapat menyerap energi matahari dan merubahnya menjadi sumber listrik atau energi yang dapat digunakan dalam kehidupan sehari hari. Tujuan penelitian ini adalah untuk mengetahui pengaruh arah posisi pemasangan panel surya terhadap daya keluaran panel surya dan mengetahui pengaruh arah posisi pemasangan panel surya terhadap tegangan dan arus. Dengan melakukan analisis maka Efisiensi arah posisi pemasangan panel surya menghadap timur sebesar 11.6% dan efisiensi arah posisi pemasangan panel surya menghadap selatan sebesar 3.6% dan efisensi arah posisi pemasangan panel surya mengahadap utara sebesar 10.85%.","PeriodicalId":32041,"journal":{"name":"JUTEI Jurnal Terapan Teknologi Informasi","volume":"73 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90393177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"ANALISIS METODE TOPSIS DALAM SISTEM PENDUKUNG KEPUTUSAN PENENTUAN GURU BERPRESTASI PADA SEKOLAH MENENGAH PERTAMA NEGERI 8 SAMARINDA","authors":"Anton Topadang, Damar Nurcahyono","doi":"10.46964/justti.v11i2.144","DOIUrl":"https://doi.org/10.46964/justti.v11i2.144","url":null,"abstract":"Guru adalah pendidik dan pengajar pada pendidikan anak usia dini jalur sekolah atau pendidikan formal, pendidikan dasar, dan pendidikan menengah. Guru berprestasi adalah guru yang memiliki kinerja melampaui standar yang telah ditetapkan oleh satuan pendidikan, yang mencakup kompetensi pedagogik, kompetensi kepribadian, kompetensi profesional, kompetensi sosial dan mampu menghasilkan karya inofatif yang diakui baik pada tingkat daerah, nasional dan/atau internasional. Dalam penelitian ini penulis menganalisis sistem pendukung keputusan dalam menentukan guru berprestasi menggunakan metode TOPSIS untuk membantu pihak manajemen dalam pengambilan keputusan. Hasil yang didapat dari penelitian ini berupa Pemodelan Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) dan ranking calon guru berprestasi dan juga dapat dijadikan sebagai acuan dalam pembuatan aplikasi Sistem Pendukung Keputusan(SPK).","PeriodicalId":32041,"journal":{"name":"JUTEI Jurnal Terapan Teknologi Informasi","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84308989","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"APLIKASI KUMPULAN RESEP MASAKAN TRADISIONAL KUTAI KARTANEGARA BERBASIS ANDROID","authors":"Sefty Wijaanti, Taufiqurrahman Taufiqurrahman","doi":"10.46964/justti.v11i2.152","DOIUrl":"https://doi.org/10.46964/justti.v11i2.152","url":null,"abstract":"Perangkat lunak aplikasi adalah suatu subkelas perangkat lunak komputer yang memanfaatkan kemampuan komputer langsung untuk melakukan suatu tugas yang diinginkan pengguna. Biasanya dibandingkan dengan perangkat lunak sistem yang mengintegrasikan berbagai kemampuan komputer, tapi tidak secara langsung menerapkan kemampuan tersebut untuk mengerjakan suatu tugas yang menguntungkan pengguna. Contoh utama perangkat lunak aplikasi adalah pengolah kata, lembar kerja, dan pemutar media.Aplikasi resep masakan kutai menyediakan informasi yang berupa data resep masakan kutai dan Profil Kutai.Aplikasi resep masakan kutai dikembangkan dengan metode pengembangan sistem Prototype, metode pengumpulan data dengan wawancara, observasi dan studi pustaka, analisa perancangan sistem dengan menggunakan Flowchart. Dalam mengembangkan aplikasi resep masakan kutai digunakan bahasa pemrograman JAVA, XML, SQL, Eclipse sebagai editor android, dan adobe photoshop sebagai editor image. Metode pengujian aplikasi resep masakan kutai menggunakan metode pengujian White Box dan Black Box.Dengan adanya aplikasi ini maka masyarakat umum dapat memperoleh informasi tentang informasi-informasi resep masakan kutai dan sejarah singkat kutai kartanegara.","PeriodicalId":32041,"journal":{"name":"JUTEI Jurnal Terapan Teknologi Informasi","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78231301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tien Rahayu Tulili, K. Utomo, Dwi Wahyu Puji Lestari
{"title":"PENGELOMPOKAN SEKOLAH DASAR DI KOTA SAMARINDA BERDASARKAN INDIKATOR STANDAR PELAYANAN MINIMAL PENDIDIKAN MENGGUNAKAN METODE K-MEANS","authors":"Tien Rahayu Tulili, K. Utomo, Dwi Wahyu Puji Lestari","doi":"10.46964/JUSTTI.V11I2.147","DOIUrl":"https://doi.org/10.46964/JUSTTI.V11I2.147","url":null,"abstract":"Kualitas pelayanan pada sekolah menentukan tingkat keberhasilan pelayanan suatu pendidikan. Berdasarkan data dari dinas pendidikan tahun 2015, jumlah sekolah dasar di Kalimantan Timur khususnya kota Samarinda adalah 222 sekolah dasar. Standar pelayanan minimal pendidikan merupakan suatu acuan untuk penilaian kinerja pelayanan pendidikan. Terdapat enam kategori dalam SPM yaitu sarana dan prasarana, pendidik dan tenaga kependidikan, kurikulum, penjaminan mutu pendidikan, penilaian pendidikan, dan manajemen sekolah. Masing-masing kategori memiliki indikator pencapaian untuk dijadikan acuan menilai capaian SPM yang telah dilakukan oleh tiap sekolah. Jumlah data yang banyak dapat memperlambat proses untuk mengetahui kelompok sekolah dasar dengan tingkat capaian standar pelayanan minimal yang baik. Oleh karena itu, untuk mempercepat proses tersebut maka dapat dilakukan sebuah proses dalam pengelompokan data. Penelitian ini bertujuan untuk mengelompokkan capaian terhadap standar pelayanan pada Sekolah Dasar sehingga dapat diketahui sekolah dengan tingkat capaian yang kurang, sedang, dan baik. Pengelompokan terhadap capaian tersebut dilakukan dengan menggunakan metode K-Means yang merupakan algoritma Clustering non hirarki. Berdasarkan hasil penelitian yang telah dilakukan terhadap tingkat capaian standar pelayanan pada sekolah dasar, terdapat tiga cluster yaitu terdapat 194 sekolah yang masuk dalam kategori Baik, 17 sekolah yang masuk dalam kategori Sedang, dan 11 sekolah yang masuk dalam kategori kurang dengan nilai squared error sebesar 32.2505.","PeriodicalId":32041,"journal":{"name":"JUTEI Jurnal Terapan Teknologi Informasi","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89021041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}