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All Journal International Journal of Electrical and Computer Engineering Jurnal Teknologi Industri Pertanian Jurnal Komunikasi Pembangunan Jurnal Manajemen dan Organisasi Jurnal Manajemen dan Agribisnis Jurnal Pustakawan Indonesia Jurnal Reviu Akuntansi dan Keuangan JPTK: Jurnal Pendidikan Teknologi dan Kejuruan Jurnal Ilmu Komputer dan Informasi Jurnal Manajemen Teknologi Techno.Com: Jurnal Teknologi Informasi TELKOMNIKA (Telecommunication Computing Electronics and Control) Bulletin of Electrical Engineering and Informatics PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Jurnal Ilmu Komputer dan Agri-Informatika JAM : Jurnal Aplikasi Manajemen Indonesian Journal of Business and Entrepreneurship (IJBE) SITEKIN: Jurnal Sains, Teknologi dan Industri Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Edukasi dan Penelitian Informatika (JEPIN) Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management) Jurnal Aplikasi Bisnis dan Manajemen (JABM) E-Journal Scientific Journal of Informatics Journal of Consumer Science Edulib Jurnal Manajemen Teori dan Terapan Lentera Pustaka Sosio Konsepsia Proceeding of the Electrical Engineering Computer Science and Informatics JOIV : International Journal on Informatics Visualization Jurnal Pendidikan Informatika dan Sains Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Journal of Consumer Sciences Informatika Pertanian Syntax Literate: Jurnal Ilmiah Indonesia Jurnal Penjaminan Mutu Jurnal Gizi dan Pangan Soedirman (JGPS) Communications in Science and Technology Jurnal Informatika Universitas Pamulang Applied Information System and Management Jurnal Teknoinfo JAS-PT Jurnal Analisis Sistem Pendidikan Tinggi CYBERNETICS Petir Kwangsan: Jurnal Teknologi Pendidikan Jesya (Jurnal Ekonomi dan Ekonomi Syariah) Komputasi: Jurnal Ilmiah Ilmu Komputer dan Matematika Jurnal Sistem Cerdas EDUMATIC: Jurnal Pendidikan Informatika Systematics Jurnal MEBIS (Manajemen dan Bisnis) JGISE-Journal of Geospatial Information Science and Engineering Journal Cerita: Creative Education of Research in Information Technology and Artificial Informatics Indonesian Journal of Electrical Engineering and Computer Science Journal of Information Technology and Its Utilization Journal of Applied Data Sciences Business Review and Case Studies International Journal of Engineering, Science and Information Technology International Journal of Social Service and Research Jurnal Pustakawan Indonesia Jurnal Sistem Informasi Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah Jurnal Sistem Informasi dan Aplikasi

Irman Hermadi

Computer Science Study Program, IPB University, IPB Darmaga Campus, Bogor, 16680, Indonesia

Author-ID : 280343

Agriculture, Biological Sciences & Forestry Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Physics Public Health Social Sciences Transportation Other

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Website Quality Analysis of Balai Besar Pascapanen Bogor Using 2QCV3Q Model Rinova Budiman; Arif Imam Suroso; Irman Hermadi
Jurnal Manajemen Teori dan Terapan | Journal of Theory and Applied Management Vol. 12 No. 1 (2019)
Publisher : Universitas Airlangga

BB-Pascapanen website is an official website of Balai Besar Pascapanen Bogor whose mission is to be able to integrate information as a research institute producing technology and innovation of agricultural post-harvest that supports the realization of food sovereignty and farmers' welfare. Based on the regulation and to accommodate those missions the website has been developed. The purpose of this study is to analyze the quality of the BB-Pascapanen website through a 2QCV3Q model. This model was chosen because it has a multi-party approach involving three actors in the development of a website, website owner, web developer and user which will make an analysis of website quality management implemented more detail. The results of the analysis show from institution and web developer point of view that the feasibility dimension needs performance improvement. While the other dimensions from user point of view that need to be improved are the dimension of identity (attributes of website uniqueness, Impressum distinctness), content (attribute of information detail and accuracy), services (attribute of correspondence feature), locations (attribute of availability of Link, URL easy to remember, easy searching in website, addresses written in website exists in google map, hotline), and usability (attribute of layout structure, orientation navigation and response, download time).

Software Defect Prediction Using Neural Network Based SMOTE Rizal Broer Bahaweres; Fajar Agustian; Irman Hermadi; Arif Imam Suroso; Yandra Arkeman
Proceeding of the Electrical Engineering Computer Science and Informatics Vol 7, No 1: EECSI 2020
Publisher : IAES Indonesia Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eecsi.v7.2090

Software defect prediction is a practical approach to improve the quality and efficiency of time and costs for software testing by focusing on defect modules. The defect prediction software dataset naturally has a class imbalance problem with very few defective modules compared to non-defective modules. Class imbalance can reduce performance from classification. In this study, we applied the Neural Networks Based Synthetic Minority Over-sampling Technique (SMOTE) to overcome class imbalances in the six NASA datasets. Neural Network based on SMOTE is a combination of Neural Network and SMOTE with each hyperparameters that are optimized using random search. The results use a nested 5-cross validation show increases Bal by 25.48% and Recall by 45.99% compared to the original Neural Network. We also compare the performance of Neural Network based SMOTE with SMOTE + Traditional Machine Learning Algorithm. The Neural Network based SMOTE takes first place in the average rank.

Pengayaan Fitur Laporan Pada Senayan Library Management System (Slims) Di Perpustakaan President University Erus Effendi; Meuthia Rachmaniah; Irman Hermadi
Jurnal Pustakawan Indonesia Vol. 14 No. 1 (2015): Jurnal Pustakawan Indonesia
Publisher : Perpustakaan IPB

Information technology application of in libraries functionsin a variety offorms, one of which shaped by the utilization of libraryi nformation system to enablet he processing of data and reports quickly. Therefore the libraryi nformation system is in dispensable in determining business decisions. The development of library information systems are needed to carried out in accordance with the need of the business process. The purposeof this research is developing feature reports SliMS at President University Libraryto meet business process. SLiMS has been chosenasone of the development library information system to creat the enrichment of the report feature. They are Annual Circulation, Circulation per Capita, Membership Report, Registration as a Percentage of Population, Visitor perYear, Library Visit perCapita, Growing of Collection, with using the method of prototyping model.The Testing sistem results the enrichment of report feature can help to create library report with user friendly dan based on decision making for future library planning at President University Library.Keywords: Management Information System, Reporting SLiMS, Prototyping, University Library.

Studi Kelayakan Pengembangan Repositori Institusi Pada Institut Teknologi Del Tiurma Lumban Gaol; Irman Hermadi; Imas Sukaesih Sitanggang
Jurnal Pustakawan Indonesia Vol. 15 No. 1-2 (2016): Jurnal Pustakawan Indonesia
Publisher : Perpustakaan IPB

Institutional repository is an essential part functioning as a storage for keeping the collection of publication digitally. Del Institute of Technology (ITD) has its own collection of institutional publication but it does not have institutional repository. Before developing the application, it is essential that a feasibility study be conducted in order to ensure the development of ITD's application will run well. Feasibility study is conducted through first phase of knowledge management system life cycle and the model is IPB institutional repository. Based on the analysis of the feasibility of the ITD infrastructure percentages obtained in building institutional repository is 51.96%. The percentage is derived from the percentage of the value of the following eligibility is infrastructure (21.44%), human resources (14.33%), Budget (0%), Rules / SOP / SK (3,40%) and Content (12.79%). Based on the results of the study referred to the several things that need to be addressed in the effort to develop the institutional repository ITD and refer to the model repository development in IPB is to provide the infrastructure that is software as a tool for transferring media content repository, making decree team, create a SOP for digital documents and the handover of the scientific work of the academic community ITD. Keywords: Feasibility Study, Institutional Repository, Knowledge Management Systems

Evaluasi Penerapan Manajemen Teknologi Informasi Menggunakan Cobit Pada Unit Arsip IPB A.Muh.Yakin Amin; Irman Hermadi; Yani Nurhadryani3 Yani Nurhadryani
Jurnal Pustakawan Indonesia Vol. 15 No. 1-2 (2016): Jurnal Pustakawan Indonesia
Publisher : Perpustakaan IPB

Community College of popular as the academic community. Administrative activities in universities can not be separated from the recording of incoming and outgoing mail, file reception and file delivery. The archiving process as an important record of the history of the institution, for easy access and collection of data, synthesize information and improve the utilization of archives. Application of Information Technology (IT) is essential to the use and development of IT for the better in the service of the administration of the university. IPB Archives Unit has been using Dynamic Archival Information System (SIKD) and Static Archival Information System (SIKS) to serve the management of governance archiving. However, the use of information systems used by the Archives Unit IPB unknown level governance capabilities within IT management. Therefore this study to evaluate the capability of IT management level in the management of archives using the framework Control Objectives for Information and related Technology (COBIT). Selection of COBIT framework because it has many advantages one of them as a control tool facilitates business requirements development of Standard Operating Procedures (POB) and provide recommendations to improve management of the management. Domain of COBIT process selected after the mapping with the goal of IPB Archives Unit. The results of the mapping created a questionnaire. Questionnaires were administered to respondents who manage the archiving process on IPB Archives Unit. The data obtained were processed to determine the level of capability IPB Archives Unit. The results obtained from this study indicate that the Archives Unit IPB capability criteria are at level 1 (performed process) to the percentage of votes the capabilities of the application of best practice IT management is at Capability Level L (Largely Achieved).Keywords: Capability Level, COBIT, SIKD, SIKS, IPB Archives Unit

Analisis Pemanfaatan Sistem Preservasi Arsip Web Indonesia Menggunakan Technology Acceptance Model Studi Kasus Pada Perpustakaan Nasional RI Novi Murdiyanti; Irman Hermadi; Joko Santoso
Jurnal Pustakawan Indonesia Vol. 15 No. 1-2 (2016): Jurnal Pustakawan Indonesia
Publisher : Perpustakaan IPB

Web as a source of global information has created a new challenge for archiving digital material. National Web Archive as one part of the web portal of the National Digital Library has an important role in the effort to store, manage, archive and preserve the documentary heritage of Indonesia in online formats. This study was done to evaluate the utilization of associated factors that interact and influence the level of user acceptance of the technology of this web archiving system. The study using the modeling methodology TAM (Technology Acceptance Model) as a theoretical framework and multivariate statistical analysis techniques SEM (Structural Equation Modeling) using AMOS (Analysis of Moment Structures) software tools. Data were collected through snowball sampling with the help of an online questionnaire, where the number of 110 respondents in this study are pemustaka who utilize the site of the National Library. The results show the suitability of TAM as a theoretical framework that can accept the hypothesis that has positive and significant exception Influence Perception of Benefits (PU) on Intention to Use (BITU) indicates a value below 0.736 because of the measurement standard price table = 1.96 ie thitung <ttable so H0 is accepted.Keywords: web archive, Technology Acceptance Model, Structural Equation Modeling.

Analisis Dan Perancangan Sistem Informasi Manajemen Pendidikan Dan Pelatihan Pada Pusdiklat Perpustakaan Nasional Menggunakan TOGAF Yudhi Trisna Atmajaya; Wisnu Ananta Kusuma; Irman Hermadi
Jurnal Pustakawan Indonesia Vol. 15 No. 1-2 (2016): Jurnal Pustakawan Indonesia
Publisher : Perpustakaan IPB

Information and communication technology (ICT) has been implemented in almost every division at the National Library. This implementation is supported by Undang-Undang Nomor 43 tentang Perpustakaan. The aim of using ICT is to improve working performance and services of National Library. Pusat Pendidikan dan Pelatihan (Pusdiklat) is one of divisions that has not fully implemented ICT yet to increase the training quality and quantity, therefore management information system is required to support decision making related to the training. This research objective is to design a management information system using enterprise architecture framework, TOGAF. TOGAF provides a flexible framework to accommodate management information system design according to the organization’s vision, mission and goals. This research yielded a blueprint of management information system of training’s program and evaluation. It is expected that this blueprint could be used to guide the development of management information system in Pusdiklat.Keyword: Enterprise Architecture Framework, Management Information System, TOGAF, UML

EFEKTIVITAS PENERAPAN APLIKASI WEB 2.0 UNTUK MENINGKATKAN PEMBELAJARAN ORGANISASI DI PERPUSTAKAAN UNIVERSITAS PENDIDIKAN INDONESIA Santi Santika; Pudji Muljono; Irman Hermadi
Jurnal Pustakawan Indonesia Vol. 16 No. 1 (2017): Jurnal Pustakawan Indonesia
Publisher : Perpustakaan IPB

AbstractIndonesia University of Education (IUE) Library is required to continuously improve organizational learning so that the determinedquality policy is achieved. Organizational learning can work well if there is a media or device that can store, share and retrieve knowledgeof IUE library human resources that is currently stored on every individual. Web 2.0 technology is an application that can be used asa medium because it has the characteristics of read and write, and has the flexibility of the time of use. Web 2.0 technology is also analternative media that can be applied in IUE Library because 91% human resources of IUE Library using the Internet. Therefore, this study aims to find out Web 2.0 applications that can facilitate organizational learning in IUE Library and analyze the effectiveness of Web 2.0 application implementation developed in improving the learning process of the organization in IUE Library. The research method used is mixed method approach with the stages of research refers to the stages of development as well as stages of implementation in Web 2.0 Tools Implementation Model. Technique of effectiveness analysis using T test. The result of research show that blog and online forum can be used by IUE Library to facilitate organizational learning. The results of effectiveness test using T test with α = 0.05 stated that the application of Web 2.0 application in the form of blog and online forum effectively improve organizational learning in IUE Library and effectively improve individual learning level, group learning level, and organizational learning level.Keywords: organizational learning, web 2.0, blog, online forum

Model Manajemen Big Data Komoditas Beras untuk Kebijakan Pangan Nasional Eneng Tita Tosida; Fajar Delli Wihartiko; Irman Hermadi; Yani Nurhadryani; Feriadi
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 4 No 1 (2020): Februari 2020
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Rice is the main commodity in Indonesia, both for consumption and production. Rice production data are available at the Badan Pusat Statistika and at Kementrian Pertanian. The data is used to build a large data management model for Indonesia's rice trade. The model development strategy is done through analyzing agriculture big data analytic that is equipped with descriptive analysis, evaluation, predictive and prescriptive. The models and designs that are built discuss business processes, stakeholder networks and network management. Descriptive analysis results in the form of grouping and visualization of rice data. The results of the diagnostic process using classification approach produce a decision tree to see the results of the level of production in a province. In the predictive process produces a linear regression model to predict the results of the following year's production as well as in the analysis.

The Clustering Rice Plant Diseases Using Fuzzy C-Means and Genetic Algorithm Faza Adhzima; Yandra Arkeman; Irman Hermadi
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 6 No 2 (2022): April 2022
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Rice is an agricultural sector that is very important for Indonesia's economy. The main problem with rice plants is pest and disease control which has a hazardous impact and economic losses for farmers. The apparent characteristics of rice leaves have a greater area than other plant structures; rice leaves can be applied for the early diagnosis of rice plant diseases. The approaches employed are fuzzy C-Means (FCM) and Genetic Algorithm-Fuzzy C-Means (GA-FCM). The center of the cluster is obtained while adopting genetic algorithms for optimization. The primary dataset used in this research is Teaching Sawah Farm IPB, and the second dataset is UCI Rice Leaf Diseases. According to the comparison results, the GA-FCM optimization results in a higher level of clustering precision with a 65% optimal cluster center point on the silhouette coefficient value compared to just 60% for FCM. This research shows that the proposed method can add 5% accuracy to the clustering results in correctly identifying rice plant diseases.

Co-Authors A.Muh.Yakin Amin Abdul Mufti Agus Ambarwari Agus Buono Agus Mulyana Agustian, Fajar Ahmad, Hafidlotul Fatimah Ahmad, Tarmizi Aji Fajar Nugraha Alfiansyah Halomoan Siregar Alfy Sukma Alvian Abdul Jabar Amalia Rahmawati Anak Agung Gede Sugianthara Anak Agung Istri Sri Wiadnyani Andi Irman Patiroi Anggraini Sukmawati Annisa Saraswati Aprilianti, Dhila Arief Daryanto Arief Samad Arif Imam Suroso Arif Imam Suroso Aristi Imka Apniasari Aritonang, Melva Linda Arkeman, Yandra Astuti, Indah Puji Aulia Rahman Nasution Auzi Asfarian Auzi Asfarian Aziz Kustiyo Barlianto, Agus Bayu Dewantoro Budhi Hascaryo Iskandar Cahyandaru, Paulus Chandra, Mohamad Citra, Suryati Oka Daniel RO Monintja Dean Apriana Ramadhan Dodik Briawan Dyah Umiyarni Purnamasari Eddy Prasetyo Nugroho Elfrida Ratnawati Eneng Tita Tosida Erizal , Erliza Hambali Erus Effendi Erydhani, Gama Batara Euis Sunarti Euis Sunarti Fajar Agustian Fajar Delli Wihartiko FAJAR NUGROHO Fatimah, Hilmi Azmi Faza Adhzima Feriadi Feriadi, Feriadi Firman Ardiansyah Guritno, Hanif Bagus Hani Zulfia Zahro Hardhienata, Medria Hardhienata, Medria Kusuma Dewi Hasan Firdaus Hasanah , Nur Hatmoko, Bondan Dwi Heliza Rahmania Hatta, Heliza Rahmania Hendro Sasongko Heru Sukoco HUSNUL KHOTIMAH I Gusti Ngurah Antaryama Ibrahim, Firmansyah Ikeu Tanziha Illah Sailah Imam Ahmad Imam W Sukoco Imas Sukaesih Sitanggang Indah Pratiwi Indah Puji Astuti Indah Yuliasih Indra Jaya Indra Jaya Indra Kusuma Budiyanto , Firgiawan Indrajani Sutedja Intan Purnamasari Irfan Syauqi B. Irma Rosalina Irwansyah Saputra Irzal Effendi Iskandar, Teddy Ivanovich Agusta Jaman, Jajam Haerul Joko Ratono Joko Ratono Kahfi Heryandi Suradiradja Karlisa Priandana Kesuma, I Nyoman Rai Widartha Kikin H Mutaqin Kudang Boro Seminar Lilik Kustiyah Lufebrina Dorma Uli Manalu Luki Abdullah M. Syamsul Maarif M. Syamsul Ma’arif Maman Turjaman Marulitua, Michael Yakub Meidhianto Usman Meidhianto Usman Meuthia Rachmaniah Meuthia Rachmaniah Mohammad Mukhayadi Muhamad Ramdani, Risma Muhamad Syukur Mukhlis Mukhlis Mulyono, Pudji Mustakim Mustakim Mustakim Mustakim Nasution, Efrida Yanti Nia Kurniati Nimmi Zulbainarni Noorlela Marcheta Novi Murdiyanti Nugraha Edhi Suyatma Nugroho, Arga Agung Nupin, Iswadi Syahrial Nur Arifin Akbar Nurhardryani, Yani Nuryantika, Fitria Pradana, I Gusti Made Teddy Prasetyo Nugroho, Eddy Prayughi, Pungki Primasari, Angela Pudji Muljono Puput Irfansyah Putri Yuli Utami Qadhli Jafar Adrian R. Rifa Herdian Raden Asri Ramadhina Fitriani Ramadhan, Jeri Rein Suadamara Rillya Arundaa Rinova Budiman Riyanto Rizal Broer Bahaweres Robi Priyadi RR. Ella Evrita Hestiandari Rudi Afnan Safuan Safuan Santi Santika Santi Santika, Santi Saputra, Irwansyah Sari, Dewi Intan Septianto, Yudhi Setyadi, Wawan Shelvie Nidya Neyman Sitanggang, Imas S. Siti Zubaidah Soewarto Hardhienata Sony Hartono Wijaya Soraya, Nadia Nur Sri Nurdiati Sri Wahjuni Subhan Deni Hermawan Sukarna Sukarna Suradiradja, Kahfi Heryandi Susy Katarina Sianturi Susy Katarina Sianturi Sutedja, Indrajani Suwanto Sanjaya Suyus Windayana Sylvia Taufik Djatna Teddy Iskandar Tendy Arya Pranata Thoyyibah Tanjung Tiana, Ade Hikma Tiurma Lumban Gaol Toto Haryanto Ufan Alfianto Ujang Sumarwan Vidy Nalendra Wahjuni, Sri Widiatmaka Wisnu Ananta K. Wisnu Ananta Kusuma Yamin, Fadhilah Bt Mat Yandra Arkeman Yandra Arkeman Yani Nurhadryani Yanto Hermawan Yessy Yanitasari Yudhi Trisna Atmajaya Yuni Sugiarti Yuni Sugiarti, Yuni Yusmar, Addini Yusra Fernando Zenal Asikin

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