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All Journal Proceedings of KNASTIK Trikonomika: Jurnal Ekonomi Jurnal Teknologi Informasi dan Ilmu Komputer The Asian Journal of Technology Management (AJTM) International Journal of Science and Applied Science: Conference Series Jurnal Sisfokom (Sistem Informasi dan Komputer) JURNAL TIARSIE JISIP: Jurnal Ilmu Sosial dan Pendidikan JE (Journal of Empowerment) Maker: Jurnal Manajemen Jurnal Accounting Information System (AIMS) INTERNAL (Information System Journal) Jurnal Janitra Informatika dan Sistem Informasi Co-Value : Jurnal Ekonomi, Koperasi & Kewirausahaan International Journal Education and Computer Studies Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) Cerdika: Jurnal Ilmiah Indonesia Jurnal Rekayasa elektrika Jurnal Pengabdian Tri Bhakti SEWAGATI: Jurnal Pengabdian Kepada Masyarakat INTERNAL (Information System Journal) Jurnal Pengabdian Kepada Masyarakat
Awan Setiawan
Faculty Of Engineering, Langlangbuana University, Bandung, Indonesia
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Journal : The Asian Journal of Technology Management (AJTM)

 1 
Predicting Success Study Using Students GPA Category Setiawan, Awan; Suksmana L, Kuntjahja
The Asian Journal of Technology Management (AJTM) Vol 8, No 1 (2015)
Publisher : School of Business and Management Institut Teknologi Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (580.242 KB) | DOI: 10.12695/ajtm.2015.8.1.7

Abstract

Abstract. Maintaining student graduation rates are the main tasks of a University. High rates of student graduation and the quality of graduates is a success indicator of a university, which will have an impact on public confidence as stakeholders of higher education and the National Accreditation Board as a regulator (government). Making predictions of student graduation and determine the factors that hinders will be a valuable input for University. Data mining system facilitates the University to create the segmentation of students’ performance and prediction of their graduation. Segmentation of student by their performance can be classified in a quadrant chart is divided into 4 segments based on grade point average and the growth rate of students performance index per semester. Standard methodology in data mining i.e CRISP-DM (Cross Industry Standard Procedure for Data Mining) will be implemented in this research. Making predictions, graduation can be done through the modeling process by utilizing the college database. Some algorithms such as C5, C & R Tree, CHAID, and Logistic Regression tested in order to find the best model. This research utilizes student performance data for several classes. Parameters used in addition to GPA also included the master's students data are expected to build the student profile data. The outcome of the study is the student category based on their study performance and prediction of graduation. Based on this prediction, the  university may recommend actions to be taken to improve the student  achievement index and graduation rates.Keywords: graduation, segmentation, quadrant GPA, data mining, modeling algorithms
E-Government Interoperability and Integration Architecture Modeling Using TOGAF Framework Based On Service Oriented Architecture Setiawan, Awan; Yulianto, Erwin
The Asian Journal of Technology Management (AJTM) Vol 11, No 1 (2018)
Publisher : School of Business and Management Institut Teknologi Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12695/ajtm.2018.11.1.3

Abstract

Abstract. Development of e-Government in Indonesia continues to roll and run in every government agency, both in central government and local government. Implementation of e-Government means that there are government's efforts to build and improve the quality of public services and internal operations in each regional apparatus organization effectively and efficiently. These activities inline with one of the bureaucracy reform mission, that is the modernization of government bureaucracy through the using of information and communication technology optimization to support bureaucracy reform vision and the creation of good governance. The development and implementation of e-Government currently mostly implemented by each regional apparatus organization. This condition makes it difficult to exchange data and information related to multisectoral activities due to data and information spread across various databases from different applications, platform, environment and architecture without good documentation. In preparation for arranging the e-Government architecture, we will use The Open Group Architecture Framework - Architecture Development Method as an enterprise architecture framework. The purpose of this research is to study and conceptualize e-Government interoperability and integration solutions of all existing applications and providing some model documents such as e-Government Architecture Vision, Integrated Business Model References Architecture, and Integrated Data Model References Architecture.Keywords: E-Government, interoperability and integration, service oriented architecture, TOGAF-ADM, information and communication technology
Co-Authors Abdurrahman, Raka Admiral Adhitama, Dodik Widya Alfarizi, Reyhan Amanda Amanda Aminuyati Arief Prasetyo Armi, Surya Christine, Anastasia Merry Dani Ramdani, Dani Dewi, Miswati Mailisa Kaila Dhesah Kharisma, Dhimas Ekojono, Ekojono Erfan Rohadi Erwin Yulianto Faiz, Muhammad Alfin fatimah Fatimah Ginanjar, Arief Hakim, Muhammad Fahmi Hardinandar, Fajrin Iman Sudirman Indriasari, Santy Kusumawati Isah Cahyani Isprasetia, A Erlangga Iwan Abadi Joto, Ruwah KM. Syarif Haryana Kurniawan, Bakti Indra Kusmaya Kusmaya Kusuma, Anang Surya warga Lismiati, Yati Mirnawati, Suci MUHAMMAD RIZAL Muhammad, Aldi Novfowan, Anang Dasa Nurfiani, Sinta Nurhadi, Slamet Nurmalasari, Indah Pebrianti, Nabila Rezky Rachmawati, Tanti Rahman Rahman Ramdhani, Fitria Ridzki, Imron Rohayati, Yeti Ronilaya, Ferdian Rosa Andrie Asmara Rudy Ariyanto Sandi, Agung Purnama Sany Ni'ma Fauzia saputri, Nabila dwita Meifianti Siradjuddin, Indrazno Siti Nurfadhilah, Dila Sofian, M. Taufan Sriharyati, Santy Sukamdi Suksmana L, Kuntjahja Sungkowo, Heri Sutarman Sutarman Sutjipto, Rachmat Suudi, Ismail Syamsuri , Tresna Umar Syamsuri, Tresna Umar Tatat Hartati Warga Kusuma, Anang Surya Wijaya Kusuma Yiyi Supendi zulkifli, ridwan