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Prediksi Prospek Kerja Alumni Dengan Algoritma Neural Network Swono Sibagariang; Agung Riyadi; Afdhol Dzikri; Fadli Suandi; Kevin Timoteus Sirait; Faishal Setiawan
CESS (Journal of Computer Engineering, System and Science) Vol 6, No 1 (2021): Januari 2021
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (382.134 KB) | DOI: 10.24114/cess.v6i1.22237

Abstract

Penerapan teknologi informasi dalam dunia pendidikan salah satunya mampu menghasilkan data yang berlimpah mengenai siswa dan proses pembelajaran. Pencapaian tertinggi mahasiswa tentu didapatkan ketika dia sudah dinyatakan lulus dan bisa menyandang gelar dibelakang nama. Namun sangat disayangkan hampir sebagian besar mahasiswa yang telah lulus belum mempunyai pandangan tentang peluang kerja sehingga menjadi salah satu faktor meningkatnya jumlah pengangguran. Begitu juga pada lulusan di Politeknik Negeri Batam, tidak jarang pekerjaan yang didapat tidak sesuai dengan bidang yang ditekuninya ataupun rekomendasi tentang informasi pekerjaan kurang. Supaya alumni tidak terjebak dalam memilih karirnya, diperlukan sebuah sistem untuk dapat merekomendasikan alumni pekerjaan sesuai dengan bidang yang diinginkannya. Sehingga alumni tidak akan lagi terjebak pada karirnya yang tidak sesuai dengan bidangnya. Tujuan dari penelitian ini adalah untuk merumuskan prospek kerja mahasiswa berdasarkan pengolahan data alumni yang telah bekerja sehingga menghasilkan sebuah informasi bagi calon lulusan program studi teknik informatika dimana dapat digunakan sebagai rekomendasi pekerjaan. Dalam melakukan prediksi penelitian ini akan menggunakan algoritma Neural Network (NN) yaitu Learning Vector Quantization (LVQ), hasil dari penelitian ini adalah prediksi prospek kerja yang sesuai dengan bidangnya kedepannya. Dengan data latih sebanyak 320 baris data, learning rate 0,8, epoch 100, decrease learning 0.1, data uji 80 baris data didapatkan nilai akurasi yang dihasilkan sebanyak 71.25%. Angka ini bisa berubah menjadi lebih baik tingkat akurasinya dengan melakukan uji coba dan mengubah-ubah nilai learning rate, epoch dan memperbanyak data latih. Semakin banyak data latih yang digunakan maka LVQ akan memiliki pengetahuan yang lebih lengkap
Interest in Purchasing In-Game Content Based on Game Characteristics and Indonesian Player Behaviour Agung Riyadi; Riwinoto Riwinoto
CESS (Journal of Computer Engineering, System and Science) Vol 6, No 1 (2021): Januari 2021
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (239.636 KB) | DOI: 10.24114/cess.v6i1.22199

Abstract

This research aimed to find out what games are currently being played and how many contents purchased in them. Information regarding the interest in purchasing the game contents is crucial for the game developers to determine the game type to be developed. The research used a survey method conducted on 455 respondents aged 18-30 years from Indonesia. The survey results stated that most Indonesian game players were in the Regular Player category who played Action games with a population of 71%. The amount of interest in purchasing the contents from the Frequent Players towards Action and RPG games was 92%. As for games in the Puzzle category, the amount of interest in purchasing the contents was very small. 96% of puzzle game players certainly had no interest in purchasing the contents.
Penentuan Arah Kiblat Secara Partisipatif di Kampung Pasir Panjang Farouki Dinda Rassarandi; Siti Noor Chayati; Oktavianto Gustin; Luthfiya Ratna Sari; Sudra Irawan; Arif Roziqin; Wenang Anurogo; Muhammad Zainuddin Lubis; Nur Cahyono Kushardianto; Dodi Prima Resda; Agung Riyadi; Supardianto Supardianto; Sandi Prasetyaningsih; Condra Antoni; Rizki Widi Pratama; Rizki Irianto; Dicki Prayogi; Rizwan Bin Khamis; Bintang Budhiman
Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam Vol 2 No 1 (2020): Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam
Publisher : Pusat P2M Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/abdimas.v2i1.1739

Abstract

Qibla is the center of direction for Muslims in performing prayer services. In equatorial regions such as Indonesia, an error in determining the Qibla direction of just 1o can make the direction deviate as far as 111 km from the Kaaba. This community service activity aims to socialize the method of determining the direction of Qibla with mapping survey technology, namely Total Station, as well as together with the local community to carry out measurement activities in the field. Community service activities have been carried out in two stages, namely preparation and implementation in the field. Pre-implementation activities include site surveys and preparation of equipment to be used in the field. By using the principle of calculating the spherical triangle in Geodesy Mathematics and utilizing the development of accurate positioning technology, the Total Station and compass are used to measure the Qibla direction after previously correcting the true north with the help of celestial bodies such as the sun. Thus, the measurement results obtained will have good accuracy. From the measurement of the Qibla direction that has been done at the Nurus Sabil mosque, the angle of Qibla direction from north to west is obtained by 66o 50' 59.83" or compass azimuth of 293o 9' 0.17 ". Based on the results of these calculations there are differences in the azimuth of 12° from the azimuth / direction of the mosque's initial Qibla there. This happens because indeed the mosque from its inception has never been carried out the determination and confirmation of the direction of Qibla carefully and officially.
Participatory WebGIS Wisata Pulau Setokok Farouki Dinda Rassarandi; Sudra Irawan; Oktavianto Gustin; Agung Riyadi; Muhammad Nashrullah; Nur Zahrati Janah; Afdhol Dzikri; Fadli Suandi; Rizki Widi Pratama; Destriani Kaban; Anindea Pramilaning Tyas; Fadiella Azhaara Ramadhanti; Cecep Maulana Hidayat
Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam Vol 3 No 1 (2021): Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam
Publisher : Pusat P2M Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/abdimas polibatam.v3i1.2630

Abstract

The Kelurahan of Setokok Island offers various tourist attractions with plenty of supporting facilities. In addition, Setokok Island, which is part of Batam City, has a very strategic position in the Sijori route, which contributes to the many visits by tourists, both local and international. However, all tourist objects on Setokok Island had not been managed properly. In addition, there is no complete information regarding the distribution of these attractions and the facilities they provide that can be accessed directly online. To address the potential and solve the problems, one of the actions that can be implemented to develop the tourism sector is a participatory mapping of tourist attractions and the facilities they provide in a complete, actual, and valid way in the kelurahan of Setokok Island. The results are then published in the form of WebGIS that can be accessed directly online so that more people will know all the tourism potential there. Hopefully, the local tourism sector in Setokok Island will develop and will directly improve the micro economy of the people of Setokok Island.
Pembuatan Website Sebagai Media Promosi Wisata Pulau Mubut Swono Sibagariang; Yeni Rokhayati; Afdhol Dzikri; Siskha Handayani; Metta Santiputri; Agung Riyadi; Nur Zahrati Janah; Muhamad Sahrul Nizan
Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam Vol 3 No 2 (2021): Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam
Publisher : Pusat P2M Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/abdimas polibatam.v3i2.3694

Abstract

The development of information technology that is fast and easy to use, allows someone to quickly publish certain objects. Information technology also contributes to the introduction and existence of an area that has tourism potential. If the tourism potential of an area is not carried out properly and correctly, it will not be known by many people. As the island of Mubut should be able to do. Mubut Island, which has a lot of potentials, can be a promotional tool to attract local and foreign tourists, especially tourism. One of the problems that arise from tourism management lies in the lack of good promotional strategies and the absence of clear and accurate sources of information about the potential of Mubut island tourism. Utilizing a website as a promotional medium is a good choice to achieve this. Therefore, in this service activity, we will build a website that can later be used as a means of promotion and training will be conducted in managing website content for the operator appointed as the person in charge of the website.
Aplikasi Autoparser Automation Weighting System di PT. Teknologi Flextronics Indonesia Agung Riyadi; Ryan Binsar Pasaribu
JOURNAL OF APPLIED MULTIMEDIA AND NETWORKING Vol 6 No 1 (2022): Journal of Applied Multimedia and Networking
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jamn.v6i1.4171

Abstract

Weighing Automation System is a system that already exists at PT. Flextronics Technology Indonesia. Weighing Automation System is an automatic scale that functions to display the weight of box unit that are complete with components. However, the results of the scales are compared manually by the operator by comparing the results of the weighing scale with the standard range weight on the PC monitor. Based on this, the author created an auto parser application with the aim of producing a desktop application as a component validation system missing in the box unit, and produce a track record of Weighing Automation System. Based on the objectives to be achieved, the problems to be discussed are how to design and build an auto parser application, how to connect the software with the Weighing Automation System and the auto parser application logic to validate the weighing results. This research uses the waterfall method, information gathering, development design, application creation and testing, system installation and maintenance. Through this research, an auto parser application that can be connected to software and a Weighing Automation System with logic can validate the weighing results automatically. With this research, it is expected to reduce human errors during the component validation process in the box unit. The conclusion that the auto parser application can help the validation process for missing components in the box unit
EVALUASI ANR PADA TRANSMISI DATA NETWORK TERHADAP WP-REST API DALAM APLIKASI ANDROID Agung Riyadi
KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) Vol 2, No 1 (2018): Peranan Teknologi dan Informasi Terhadap Peningkatan Sumber Daya Manusia di Era
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/.v2i1.901

Abstract

The One of many way to connect to the database through the android application is using volleyball and RESTAPI. By using RestAPI, the android application does not directly connect to the database but there is an intermediary in the form of an API. In android development, Android-volley has the disadvantage of making requests from large and large data, so an evaluation is needed to test the capabilities of the Android volley. This research was conducted to test android-volley to retrieve data through RESTAPI presented in the form of an application to retrieve medicinal plant data. From the test results can be used by volley an error occurs when the back button is pressed, in this case another process is carried out if the previous volley has not been loaded. This error occurred on several android versions such as lollipops and marshmallows also on some brands of devices. So that in using android-volley developer need to check the request queue process that is carried out by the user, if the data retrieval process by volley has not been completed, it is necessary to stop the process to download data using volley so that there is no Android Not Responding (ANR) error.Keywords: Android, Volley, WP REST API, ANR Error
Game Laboratory Usage Model for Game Development and Simulation Projects Agung Riyadi; Riwinoto Riwinoto
JOURNAL OF APPLIED MULTIMEDIA AND NETWORKING Vol 4 No 2 (2020): Journal of Applied Multimedia and Networking
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jamn.v4i2.2753

Abstract

The use of laboratories in indonesia’s universities are usually only used as a means of learning for teaching activity. Unlike the use of europe’s laboratories, not only a means of supporting teaching, but can also be used for research, project development, training and others. Therefore, this study try to applied laboratory models that can be used not only for teaching activity. In this study, 4 models were applied for laboratory use including Teaching Models, Project Models, Evaluation Models and Research Models. The results obtained from the application of this model are the existence of mapping and learning models for courses that support each other in producing game development projects, and the results of evaluations of game development that can be used as research. With this, the use of a game laboratory can be more optimal.
Analisis Usability Testing pada User Interface dalam Game Idle Breeder Agung Riyadi; James James
JOURNAL OF APPLIED MULTIMEDIA AND NETWORKING Vol 5 No 2 (2021): Journal of Applied Multimedia and Networking
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jamn.v5i2.3782

Abstract

In today's development, children are used to using smart phones or smartphones. Most of these smartphones run on the Android or IOS operating system. In smartphones there are applications that can be used for various purposes. One type of these applications is games. In this case, there are still many users who play the game having difficulty understanding the layout and menus that have been presented in a game, making it difficult for users to play it. In this study the author will discuss the user experience in the game "idle breeder" Idle Breeder is a top-down game with an idle genre with a relaxing feel. The formulation of this research is how to design a user interface in the idle breeder game and also how to do analysis in terms of user experience from users. User experience focuses on the comfort and convenience of users in using idle breeder games (usability)
Analisis Efektivitas Dan Implementasi Motion Grafis Sebagai Media Informasi Untuk HSE Induction Agung Riyadi; Miranda Valen
JOURNAL OF APPLIED MULTIMEDIA AND NETWORKING Vol 6 No 2 (2022): Journal of Applied Multimedia and Networking
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jamn.v6i2.4588

Abstract

This research is about making motion graphics videos for information mediaHSE Induction at PT. Cameron Systems Batam. Based on e-form datavisits, there are 35% in one month the number of visitors who will work inPT. Cameron System Batam or there are 20-30 people in one month,with this amount, make a submission about HSE inductiondone continuously and takes a lot of time. Submission processinformation about previous HSE induction still using filepower point presentation, so the trainer must explain directlyto new employees or visitors, this step is less effective, so make ita new information media that is better in its delivery, namely,motion graphics videos. The use of motion graphics due to delivery throughillustrated motion pictures and videos are more attractive, effective andunlimited delivery compared to descriptive writing. OnThis research is in the manufacture of products, using the development methodvillamil molina, in this method there are five stages, namely development, pre-production, production, postproduction, then delivery. Then foranalysis of the effectiveness of motion graphics videos using the EPIC model methodwith dimensions of empathy, persuasiveness, impact, and communication. Resultsfrom this research in the form of a motion graphic video about HSE induction, the resultsanalysis using the EPIC model gets a value of 4.35 withthe very effective category means that the HSE induction motion graphics video is effectiveused for the delivery of HSE induction by the company
Co-Authors Afdhol Dzikri Agus Dwi Santosa Ahmadi Irmansyah Lubis Al Muhandis, Muhammad Ayasy Anindea Pramilaning Tyas Aragani Timur Kanistren Arief Rachman Arif Roziqin Atalarik Ramli Bayu Harjono Bintang Budhiman Bisma Khairunnas Budi Winarno Cahya Miranto Cecep Maulana Hidayat Cherina Ayu condra antoni Destriani Kaban Dian Nurdiansyah Dicki Prayogi Diswandi Dodi Prima Resda Dwi Ely Kurniawan Fadiella Azhaara Ramadhanti Fadilla Rusymaidad, Balqis Nabel Fadli Suandi Faisal Hamzah Faishal Setiawan Farouki Dinda Rassarandi Garno, Yudhi Soetrisno Gunarto Gunarto Gunawan Adi Pratio Happy Yugo Prasetiya Hariadi, Efrizon Haryanti Hermansyah Hermansyah Hilman Ahyadi Ibnu Hiban Ihsan, Iif Miftahul ISKANDAR James James James James Joko Prayitno Susanto Kerobaganet Kerobaganet Kevin Timoteus Sirait Kheli Fitria Annuril Lois Yulianto Luthfiya Ratna Sari Makosim, Syahril Mardiani Mardiani Megawati, Novi Meirinawati, Hanny Metta Santiputri Miranda Valen Mu'minin, Amirul Muhamad Sahrul Nizan Muhami Muhammad Luthfi Muhammad Nashrullah Muhammad Zainuddin Lubis Mu’minin, Amirul Nehru Nugroho Noper Ardi Nur Cahyono Kushardianto Nur Zahrati Janah Nurul Fitriya Octavainto, Ervian Oktavianto Gustin Paramitha, Putri Pardosi, Pardosi PERTIWI, NADIA INDAH Prasetia, Retno Prastowo, Sugik Purnamasari, Dwi Amalia R. Dwi Budiningsari Rahman Ramadhan, Gilang Bagus Ramadhani, Marina Ratu Siti Aliah Riardi Pratista Dewa, Riardi Pratista Ridho Hafiedz Rini Amadia Riwinoto, Riwinoto Rizki Irianto Rizki Widi Pratama Rizwan Bin Khamis Rohmah, Wirda Rokhayati, Yeni Romadhona, Ekky Ilham Ryan Binsar Pasaribu Sachoemar, Suhendar Indrakusmaya Sandi Prasetyaningsih Setiarti Sukotjo Shinta Leonita Siskha Handayani, Siskha Siti Noor Chayati Sudra Irawan Sultan Ilyas Arsalillah Yuswan Syah Supardianto Supardianto Susilowati Susilowati Suwarno Suwarno Swono Sibagariang Teguh Prayogo Wenang Anurogo Widia Lestari Wirabuana Sakti Wiyono, P Wu, Steven Yuliadi Zamroni