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PERANCANGAN APLIKASI KONSELING MAHASISWA MENGGUNAKAN METODE CASE BASED REASONING Hendra, Syaiful; Kusumadewi, Sri
Prosiding SNATIF 2015: Prosiding Seminar Nasional Teknologi dan Informatika
Publisher : Prosiding SNATIF

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Abstract

Abstrak Aplikasi konseling mahasiswa digunakan sebagai tools dalam proses konseling mahasiswa bermasalah. Metode penalaran dalam penelitian ini menggunakan metode Case Based Reasoning (CBR). Penelitian dimulai dari tahap pengambilan data kasus konseling mahasiswa dari beberapa narasumber dan pakar konseling. Selanjutnya dibuatkan attribut yang sesuai dengan proses konseling mahasiswa. Tahapan pengambilan keputusan pada penelitian ini dilakukan sesuai dengan siklus CBR yaitu retrieve, reuse, revise, retain. Pada proses retrieve kasus yang akan diuji dibandingkan dengan kasus yang terdapat dalam basis kasus melalui perhitungan similaritas, dan hasil dari perhitungan tersebut difilter menggunakan nilai treshold (ambang batas). Selanjutnya dilakukan tahapan perancangan aplikasi mulai dari konteks diagram, DFD, ERD, Database Realtional dan Desain Interface. Hasil dari penelitian ini adalah perancangan yang dibuat dapat diterapkan dalam tahap implementasi konseling mahasiswa bermasalah oleh Dosen Pembimbing Akademik. Kata kunci: Aplikasi Case Based Reasoning, Konseling Mahasiswa, Perancangan.
Fungsi Similaritas Pada Sistem Berbasis Kasus Penyelesaian Masalah Akademik Mahasiswa Hendra, Syaiful; Kusumadewi, Sri
Seminar Nasional Informatika Medis (SNIMed) 2015: Prosiding SNIMED 2015
Publisher : Magister Teknik Informatika, Universitas Islam Indonesia

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Abstract. Penelitian ini mengusulkan salah satu pendekatan dalam identifikasi masalah akademik mahasiswa yaitu dengan pendekatan algoritma K-Nearest Neighbor (K-NN). Dalam sistemberbasis kasus penyelesaian masalah akademik mahasiswa yang dibangun, fungsi similaritas darialgoritma K-NN merupakan salah satu hal yang terpenting untuk menentukan nilai kemiripanantara kasus-kasus yang tersimpan di dalam basis kasus dengan kasus baru yang akan dicari solusinya. Hasil dari penelitian ini ditemukan bahwa fungsi similaritas pada algoritma K-NN dapatdigunakan dalam menentukan nilai kedekatan antara kasus baru terhadap kasus lama.Keywords: Konseling Mahasiswa, Similaritas, K-Nearest Neighbor.
PENERAPAN ALGORITMA C4.5 DALAM MENGENALI POLA PERKEMBANGAN PEKERJAAN PROYEK Laila, Rahmah; Hendra, Syaiful; Azhar, Ryfial; Anwar, Asriani; Ngemba, Hajra Rasmita
ScientiCO : Computer Science and Informatics Journal Vol 3, No 2 (2020): Scientico : November
Publisher : Fakultas Teknik, Universitas Tadulako

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Abstract

PLN UPP KITRING Central Sulawesi has duties and responsibilities in the process of supervising the construction period until the completion of the contract mass. In this monitoring process, managers find it very difficult to know the progress of the project due to the absence of media to facilitate reporting and monitoring of system developments to find out follow-up to the system. If this problem is allowed to continue, the project work cannot be completed on time and incurs a considerable cost loss. Through this research, it is hoped that it can help solve project monitoring problems by identifying patterns of project development that will be useful for managers in making decisions related to project performance. The development of this research uses the waterfall method and the system testing uses a black-box testing. The results of this study are based on testing and design analysis of the C4.5 Algorithm Application in Recognizing Project Work Development Patterns to Know the Win/Lose Target Results of the Case Study Project at PT PLN (PERSERO) UPP KITRING Central Sulawesi, it can be concluded that the system is able to recognize patterns project development by utilizing the C4.5 algorithm and the system can implement the C4.5 algorithm in recognizing project development patterns.
IMPLEMENTASI METODE TOPSIS DALAM PENENTUAN CALON TRANSMIGRAN DI INDONESIA Ngemba, Hajra Rasmita; Angreni, Dwi Shinta; Winarta, Ardhiansyah; Hendra, Syaiful; A Djufri, Isdar
ScientiCO : Computer Science and Informatics Journal Vol 3, No 2 (2020): Scientico : November
Publisher : Fakultas Teknik, Universitas Tadulako

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Abstract

The population in Indonesia is growing, causing population density in an area. One of the impacts of population density in an area is that it causes job opportunities in that area to become smaller, so that the unemployment rate increases. To overcome this problem, the government moved or spread the population from a densely populated area to another area with a small population with the aim of improving the economy and opening up agricultural land in the region. However, problems in the field include the limited quota of transmigrant participants from the central government. So it makes it difficult to choose or make decisions to determine potential transmigration participants. This study aims to assist the government in making decisions to determine suitable transmigrant candidates using the TOPSIS(Technique for Order Preference By Similiarity To Ideal Solution) method. Application development using the prototype method with blackbox testing. Decision Support System Applications Determining prospective transmigrants can assist users (government) in determining eligible transmigrant candidates with the criteria desired by the government.
RANCANG BANGUN E-SUPPLY CHAIN MANAGEMENT SYSTEM PADA BRIGHT GAS PERTAMINA MENGGUNAKAN METODE DISTRIBUTION REQUIREMENT PLANNING (DRP) Ngemba, Hajra Rasmita; Syahrullah, Syahrullah; Indrajaya, Muhammad Aristo; Hendra, Syaiful; Lakatjinda, Adiatma
ScientiCO : Computer Science and Informatics Journal Vol 4, No 2 (2021): Scientico : November
Publisher : Fakultas Teknik, Universitas Tadulako

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Proper handling of problems is needed to support distribution activities. E-SCM or Electronic Supply Chain Management is a collaborative use of technology and strategic management to improve speed, performance, real-time monitoring of business processes aimed at integrating combined productive capacity and other resources in a supplier network system (Supply Chain System) through technology. Internet. The development of this system uses an extreme programming model by building Android-based applications that can only be run on mobile devices using at least the Android 5.0 Lollipop operating system. System testing will be tested with Blackbox and User Acceptance. The results of this study are the distribution system design with DRP can minimize the number of orders because the number of orders is optimal so that orders do not need to be made every week.
RANCANG BANGUN SISTEM PENDUKUNG KEPUTUSAN LELANG MENGGUNAKAN METODE SIMPLE MULTY ATTRIBUTE RATING TECHNIQUE (SMART) Hendra, Syaiful; Azhar, Ryfial; Risaldi Pata’Dungan, Adi; Ngemba, Hajra Rasmita; Laila, Rahmah
ScientiCO : Computer Science and Informatics Journal Vol 4, No 2 (2021): Scientico : November
Publisher : Fakultas Teknik, Universitas Tadulako

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Abstract

Auction is a process that starts from the moment someone is about to sell an item until a price agreement is reached or until the auction is stopped, so that the item is not auctioned or sold. In the auction evaluation section, there is a problem, namely when there are many assessment documents for the goods to be auctioned, making the assessment hampered because they are still using the manual method, by assessing one by one document of the goods to be auctioned and then the results of the assessment are compared with other data items to determine which ones are eligible for auction, so that requires a longer process to determine the items eligible for auction. This study uses the SMART method for its decision support system method. This study using 15 criteria in determining decisions. The result of this research is that the decision support system designed or built is successful in selecting auction-worthy vehicles, by implementing the SMART method and running well. Determination of eligibility for auction vehicles must meet predetermined criteria, there are 15 criteria in the assessment of auction vehicles. System testing is carried out by comparing manual calculations with calculations using the system resulting in a 100% accuracy percentage of the 61 test data entered into the system.
Pengaruh Penggunaan E-Learning Klasiber terhadap Net Benefit di Universitas Islam Indonesia dengan User Satisfaction sebagai Variabel Intervening Syaiful Hendra; Sukardi Sukardi; Syahrullah Syahrullah
Seminar Nasional Aplikasi Teknologi Informasi (SNATI) 2015
Publisher : Jurusan Teknik Informatika, Fakultas Teknologi Industri, Universitas Islam Indonesia

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Abstract

Abstrak—Penelitian ini dilakukan untuk mengetahuiimplementasi E-Learning Klasiber yang digunakan olehUniversitas Islam Indonesia di Yogyakarta untuk mendapatkannet benefit dari sistem informasi Klasiber yang diterapkan.Penelitian ini mengadopsi model DeLone and McLean 2003dengan menguji lima variabel yaitu system quality, informationquality, service quality, user satisfaction dan net benefit. Teknikanalisis data dalam penelitian ini menggunakan SEM (StructuralEquation Model). Responden dalam penelitian ini sebanyak 169orang yang terdiri dari dosen dan mahasiswa yang menggunakanE-Learning Klasiber. Hasil penelitian menunjukkan bahwasystem quality tidak berpengaruh signifikan terhadap usersatisfaction, information quality berpengaruh signifikan terhadapuser satisfaction. Service quality berpengaruh signifikan terhadapuser satisfaction. User satisfaction berpengaruh signifikanterhadap net benefit.Kata kunci—E-Learning, system quality, information quality,service quality, user satisfaction, net benefit.
PERANCANGAN APLIKASI KONSELING MAHASISWA MENGGUNAKAN METODE CASE BASED REASONING Syaiful Hendra; Sri Kusumadewi
Prosiding SNATIF 2015: Prosiding Seminar Nasional Teknologi dan Informatika
Publisher : Prosiding SNATIF

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Abstract

Abstrak Aplikasi konseling mahasiswa digunakan sebagai tools dalam proses konseling mahasiswa bermasalah. Metode penalaran dalam penelitian ini menggunakan metode Case Based Reasoning (CBR). Penelitian dimulai dari tahap pengambilan data kasus konseling mahasiswa dari beberapa narasumber dan pakar konseling. Selanjutnya dibuatkan attribut yang sesuai dengan proses konseling mahasiswa. Tahapan pengambilan keputusan pada penelitian ini dilakukan sesuai dengan siklus CBR yaitu retrieve, reuse, revise, retain. Pada proses retrieve kasus yang akan diuji dibandingkan dengan kasus yang terdapat dalam basis kasus melalui perhitungan similaritas, dan hasil dari perhitungan tersebut difilter menggunakan nilai treshold (ambang batas). Selanjutnya dilakukan tahapan perancangan aplikasi mulai dari konteks diagram, DFD, ERD, Database Realtional dan Desain Interface. Hasil dari penelitian ini adalah perancangan yang dibuat dapat diterapkan dalam tahap implementasi konseling mahasiswa bermasalah oleh Dosen Pembimbing Akademik. Kata kunci: Aplikasi Case Based Reasoning, Konseling Mahasiswa, Perancangan.
Aplikasi E-Promkes Berbasis IoT Menggunakan Raspberry PI 3 Pada Dinas Kesehatan Kota Palu Hajra Rasmita Ngemba; Syaiful Hendra
IT (INFORMATIC TECHNIQUE) JOURNAL Vol 6, No 1 (2018): IT JOURNAL APRIL 2018
Publisher : Universitas Potensi Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22303/it.6.1.2018.1-13

Abstract

Penelitian ini dilakukan berdasarkan data WHO, Kemenkes RI dan Dinkes Kota Palu tentang tingginya angka kematian ibu (AKI) umumnya di Indonesia dan khususnya di Kota Palu, pelayanan promosi kesehatan (promkes) sangat penting dilakukan untuk memberikan informasi yang benar dan tepat kepada masyarakat untuk menekan AKI. Seksi promkes Dinas Kesehatan Kota Palu belum mengoptimalkan jangkauan sebaran media promosi kesehatan karena selama ini hanya melalui selebatran, baliho poster atau berita diradio yang bersifat periodik. Berdasarkan hal tersebut peneliti mengusulkan untuk membuat aplikasi elektronik promosi kesehatan (e-promkes) berbasis IoT dengan server Rasppberry PI 3 dengan sistem sms reminder yang dapat menjangkau keseluruh lapisan masyarakat. Penelitian ini dikembangkan dengan metode prototipe berbasis web dengan membangu server sendiri. Sebelum membuat aplikasinya dilakukan pengujian rancangan dengan mewawancarai 10 responden. Hasil penelitian ini Dinas Kesehatan Kota Palu dapat menjangkau seluruh lapisan masyarakat yang umumnya telah memanfaatkan telepon seluler sebagai alat komunikasi, pembagian wilayah dapat mudah dilakukan dengan membuat grup kontak dan terdapat fasilitas interaktif yang dapat menerima feedback pertanyaan dari masyarakat
IMPLEMENTASI SISTEM INFORMASI NILAI MATA PELAJARAN BERBASIS WEB DENGAN FITUR PEMILIHAN SISWA BERPRESTASI AKADEMIK MENGGUNAKAN METODE PROFILE MATCHING Wirdhayanti Wirdhayanti; Syaiful Hendra; Hajra Rasmita; Idhamsyahreza Idhamsyahreza
Foristek Vol. 14 No. 1 (2023): Foristek
Publisher : Foristek

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54757/fs.v14i1.248

Abstract

The use of a computerized system saves data processing time, data storage can be safer than manual storage and can reduce the human error factor. There fore the use of information systems as a data management tool must be designed according to existing needs. This is what is needed by SMP N 5 Palu because the management of existing subject values is still done manually so it has weaknesses, including recording grades, making attendance reports, and making report cards which is quite difficult to collect lesson values from each teacher so that the recording process becomes hampered and The process of selecting outstanding students which has been carried out so far by the school still has several weaknesses as a result it raises several problems, including the processing of data for selecting outstanding students which takes a long time and the possibility of human error occurring in data processing. Therefore, a web-based subject score information system was created with the feature of selecting outstanding students using the Profile Matching method. This system was developed using the Profile Matching method, which is a multi-criteria decision-making method that has very simple calculations but has good level of selectivity in determining an alternative. The results of this study are in the form of applications that can help provide information on subject values and decisions in determining students' academic achievements at the school.