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Implementasi Tunelling pada Perancangan Sistem Peringkasan dan Klasifikasi Berita Otomatis menggunakan Textrank dan KNN Falahah, Falahah; Ari Fajar Santoso; Abdullah Fajar
TEMATIK Vol. 11 No. 1 (2024): Tematik : Jurnal Teknologi Informasi Komunikasi (e-Journal) - Juni 2024
Publisher : LPPM POLITEKNIK LP3I BANDUNG

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38204/tematik.v11i1.1840

Abstract

News summarization is very important in the news analysis process. However, in the summarization process, there are often obstacles such as the large number of news stories and the need for news classification. This research aims to build a simple web-based system that can be used to summarize and classify news which will be very useful in the news analysis process. The proposed summarization method is Textrank, and the news classification method that will be used is KNN. This system is expected to provide an automatic summarization function to make it easier to analyze news content. The data that will be used as the basis for classification modeling is sports news in 3 months, and the classification that will be used to determine whether the news includes sports news in three branches, namely football, rackets or basketball. Testing of the summarization model using textrank was carried out by applying ROUGE-1 and ROUGE-2, with results of 0.79 and 0.67. Meanwhile, testing the classification model using KNN with k=3 and k=5 is 0.9866 and 0.9666 so k=3 will be used. This system will be built using the web scrapping library, textrank, stopword from PySastrawi, scikit-learn for the classification module using the KNN algorithm, and ngrok for publishing web-based applications. By using ngrok, we can expose the application through internet with a temporary public url without hosting required
Model Rekomendasi Makanan Menggunakan Content-Based dan Collaborative Filtering Falahah, Falahah; Komalasari, Rita
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

The Food Recommendation System is one of the most popular implementations of the recommendation system in everyday life.
Penilaian Kapabilitas Tata Kelola Teknologi Informasi Menggunakan Kerangka Kerja Cobit 2019 dengan Fokus Domain APO pada RSPAU Dr. Suhardi Hardjolukito Arimurti, Nurfadhilah Azzahra; Nurtrisha, Widyatasya Agustika; Falahah, Falahah
Jurnal Teknologi dan Manajemen Informatika Vol. 10 No. 1 (2024): Juni 2024
Publisher : Universitas Merdeka Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26905/jtmi.v10i1.10939

Abstract

The development of information technology has had a significant impact on human life. Currently, information technology has become an important thing for an organization. This is because the existence of IT helps increase the effectiveness of an organization's business processes. RSPAU dr. S. Hardjolukito is the Air Force Central Hospital located in Yogyakarta. RSPAU Hardjolukito utilizes IT to support health service activities. In implementing IT in hospitals, IT governance performance must be evaluated so that every IT management runs well. The problem that RSPAU Hardjolukito has is that IT management has not been fully implemented in the hospital. This research aims to evaluate gaps and provide recommendations for potential improvements in IT governance to improve hospital quality. The research method used is a qualitative method approach by conducting interviews. The research was conducted using the COBIT 2019 framework with a focus on the APO11 and APO12 domains. The recommendation based on the results of the capability assessment in the Managed Quality APO11 process is to ensure that the quality of hospital quality management can be managed and identified well. Meanwhile, the recommendation in the Manage Risk APO12 process is to ensure that the risks faced by the hospital can be managed and identified properly and to create a risk profile document according to hospital regulations. With these recommendations, it is hoped that RSPAU Dr. S. Hardjolukito will be able to improve the quality of IT quality management and manage risk profiles.
Design of Data Interchange Regulation for Regional ICT Office Falahah, -; Santoso, Ari Fajar
JOIV : International Journal on Informatics Visualization Vol 6, No 2 (2022)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.6.2.546

Abstract

The rapid development of e-government systems raises issues of the importance of data integration and interoperability. Recently, most government offices provide data interchange services through web services or using database direct-link (db-link), and the process usually runs without referring to certain regulations, standards, or procedures.  It can cause some problems such as lack of a standard for data interchange services, lack of procedure for building, deploying, and monitoring the services, duplicate services, problems in tracing and maintaining the services, and much more.  The research aims to provide the practical method for designing the regulation for supporting data interchange and propose a draft of the regulation package that consists of policy, procedure, and technical guide.  The research is located in a regional ICT government office and the process for designing the regulation is building through a design thinking approach. Outputs of this research are the conceptual map of the issues that should be covered by the regulation, the structure of the policy, the draft of standard and procedure for supporting data interchange mechanism, and the sample of the technical guide. The draft of the regulation is then tested against the actual problem to see how the regulation, procedure, and guide can resolve it.  The result shows that it can fill the needs of regulation in the organization and can address some needs on data interchange mechanisms.
Development of a Local Wisdom Mapping Application to Support P5 Learning at SMA Negeri 5 Bandung Suprapto, Falahah; Fajar, Abdullah; Munandar, Fajar
J-INTECH (Journal of Information and Technology) Vol 12 No 1 (2024): J-Intech : Journal of Information and Technology
Publisher : LPPM STIKI MALANG

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32664/j-intech.v12i1.1240

Abstract

Local wisdom is a valuable national cultural asset that needs to be preserved. We can initiate an effort to preserve local wisdom by disseminating it to the broader community through comprehensive and precise information. However, Indonesia has not yet effectively managed local wisdom information, forcing individuals to scour the internet for various sources. On the other hand, the education sector also places significant emphasis on local wisdom, incorporating it as a key theme in the implementation of the P5 (Projek Penguatan Profil Pelajar Pancasila) program in schools. P5 is a project-based learning approach that has become mandatory from the latest education curriculum (Kurikulum Merdeka). Through teamwork, P5 assigns students to study a specific subject or social or cultural phenomenon. This assignment culminates in the presentation of a report or a specific product. P5 typically collects reports and information in hard copy form, only archiving them at the school, making it challenging for both students and the wider community to access them. Indeed, easy access to the collected information would greatly enhance its usefulness. Based on the aforementioned conditions, we proposed a solution that involves building and implementing a local wisdom mapping application for the storage of digital data. The P5 programs at Senior High School 5 (SMA Negeri 5) Bandung, which selected local wisdom as a specific theme for P5, serve as the data source for this application. It is expected that the presence of this application can support the P5 learning process by facilitating digital storage of research results and disseminating the results to a wider community. We conducted this study using the canonical action research method. Two classes of 10th-grade students participated in the implementation and socialization phases of the pilot project. They can input a location and complementary information such as related photos and videos and complete student research reports. It helps the student keep their work published and reachable by the broader community. The evaluation results demonstrate the application's ease of use and benefits for students and the school.
Analisis dan Perancangan Enterprise Architecture pada Perusahaan Telkom Regional VII Unit Managed Service Operation (MSO) Dengan Menggunakan Framework TOGAF ADM 9.2 Alodia B., Keysia; Santoso, Ari Fajar; Falahah, Falahah
eProceedings of Engineering Vol. 12 No. 1 (2025): Februari 2025
Publisher : eProceedings of Engineering

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Abstract

Abstrak — Pada era teknologi dan digitalisasi yang semakinmaju, perusahaan terus berinovasi untuk mengembangkanlayanannya. Pesatnya perkembangan digitalisasi membawatantangan dan peluang bagi Telkom sebagai perusahaantelekomunikasi terbesar di Indonesia. Penelitian ini bertujuanuntuk merancang arsitektur enterprise di unit Managed ServiceOperation (MSO) Telkom Regional 7 menggunakan frameworkTOGAF 9.2. Enterprise architecture dapat membantumerancang dan mengelola infrastruktur teknologi secaraterpadu, memungkinkan perusahaan untuk mencapai efisiensioperasional. Metode TOGAF 9.2 digunakan sebagai kerangkakerja yang membantu mengatur dan memberikan panduandalam menjalankan proses perancangan EnterpriseArchitecture. Pada perancangan enterprise architecture denganmenggunakan TOGAF 9.2 terdiri dari beberapa fase yangdijadikan panduan perancangan arsitektur dalam penelitian iniyaitu, preliminary phase, architecture vision, businessarchitecture, information system architecture, technologyarchitecture, dan opportunities and solution. perancanganarsitektur enterprise menggunakan TOGAF 9.2 diharapkandapat membantu Perusahaan untuk memberikan solusi bisnisyang sesuai dengan target perancangan, meningkatkan efisiensioperasional, dan mengoptimalkan pemanfaatan teknologiinformasi di Telkom Regional 7. Kata Kunci— Enterprise Architecture, Managed ServiceOperation (MSO), Teknologi, TOGAF 9.2
Analisis Dan Perancangan Enterprise Architecture Pada Perusahaan Telkom Regional 7 Unit Planning, Engineering, And Deployment (Ped) Dengan Menggunakan Framework Togaf Adm 9.2 Baharuddin, Nurariqah Mauliani; Santoso, Ari Fajar; Falahah, Falahah
eProceedings of Engineering Vol. 12 No. 1 (2025): Februari 2025
Publisher : eProceedings of Engineering

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Abstract

Abstrak — Telkom Regional 7 merupakan perusahaan yangbertanggung jawab atas penyediaan layanan telekomunikasidan teknologi informasi di wilayah Indonesia Timur.Perkembangan teknologi dan sistem informasi yang semakinpesat menjadi peran penting dalam memberikan pengaruhsignifikan terhadap proses kinerja dan produktifikas di TelkomRegional 7 khususnya pada unit PED (Planning, Engineering,and Deployment). Unit PED berperan dalam menyediakanlayanan berupa pembangunan infrastruktur jaringan, tetapidalam implementasi masih memiliki hambatan dan masalah.Masalah utama yang dihadapi oleh unit PED yaitu proses bisnisyang sudah selaras dengan teknologi informasi, namun belumoptimal sehingga mempersulit dan terkesan banyak updatekerjaan yang berulang. Kondisi tersebut menyulitkan integrasiantar sistem dan mengakibatkan pertukaran data antar unitmenjadi terbatas. Maka dari itu, perlunya perancanganenterprise architecture dengan mengadopsi TOGAF ADMsebagai kerangka kerja utama untuk mengoptimalkankeselarasan fungsi bisnis dengan teknologi informasi yang bisamemenuhi kebutuhan bisnis perusahaan. TOGAF ADMmemberikan solusi strategi yang kompleks untuk desain denganmenggunakan 7 fase yang dimulai dari Preliminary Phase,Architecture Vision, Business Architecture, Information SystemArchitecture, Technology Architecture, Opportunities andSolutions, dan Migration Planning. Hasil penerapan enterprisearchitecture pada kondisi eksisting diharapkan dapat sesuaidengan kebutuhan bisnis unit PED. Kata kunci— Enterprise Architecture,TOGAF ADM 9.2,unit PED, Telkom Regional 7
Analisis Dan Perancangan Enterprise Architecture Pada Perusahaan Telkom Regional 7 Unit Regional Network Operation (Rno) Dengan Menggunakan Framework Togaf Adm 9.2 Giang, Novia Pindan; Santoso, Ari Fajar; Falahah, Falahah
eProceedings of Engineering Vol. 12 No. 1 (2025): Februari 2025
Publisher : eProceedings of Engineering

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Abstract

Abstrak- Sistem informasi adalah gabungan terkoordinasidari manusia, perangkat keras, perangkat lunak, jaringan, dandata yang berfungsi untuk mengumpulkan, memproses,menyimpan, dan menyebarkan informasi dalam organisasi.Kemajuan pesat dalam teknologi informasi dan sisteminformasi telah memberikan kenyamanan dan kemudahan,menjadikannya sangat penting di berbagai sektor, termasukekonomi, kesehatan, agama, dan Pendidikan. Sistem informasikini menjadi alat yang esensial dalam strategi organisasi, baikuntuk tujuan keuntungan maupun pelayanan publik, denganmeningkatkan kecepatan pengambilan keputusan danoptimalisasi sumber daya. Dalam konteks pendidikan, sisteminformasi dan teknologi informasi berperan sebagai kebutuhanmendasar, bukan sekadar pelengkap. Mereka mendukungpeningkatan proses dan hasil pembelajaran, serta membantusiswa-siswi dalam mengembangkan keterampilan digital,berpikir kritis, kreativitas, kolaborasi, dan komunikasi. Olehkarena itu, pemanfaatan sistem informasi yang tepat menjadikunci untuk meningkatkan kualitas pendidikan di era digitalini. Pada penelitian ini perancangan arsitektur menggunakanTOGAF ADM 9.2 dimana asesmen ini dapat mengukur tingkatkematangan dari kondisi eksisting enterprise architecturesehingga dapat menetapkan perancangan targeting yang ingindicapai. Kata Kunci - Sistem Informasi, Enterprise Architecture, TOGAF ADM 9.2.
Analisis Dan Perancangan Enterprise Architecture Pada Perusahaan Telkom Regional VII Unit Regional Access Management (RAM) Dengan Menggunakan Framework TOGAF Adm 9.2 Afni, Nur; Santoso, Ari Fajar; Falahah, Falahah
eProceedings of Engineering Vol. 12 No. 1 (2025): Februari 2025
Publisher : eProceedings of Engineering

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Abstract

Abstrak— Pesatnya perkembangan teknologi informasi (TI)dan sistem informasi mendorong perusahaan untuk lebih efisiendan efektif dalam mengelola sumber daya teknologi informasi.Enterprise Architecture (EA) merupakan kerangka kerja yangkrusial untuk mencapai tujuan dengan menerapkan frameworkTOGAF ADM 9.2. Peran penting teknologi informasi dalamefektivitas operasional dan tujuan strategis perusahaan sangatdibutuhkan di Telkom Regional 7 pada unit RAM (RegionalAccess Management). Telkom merupakan perusahaantelekomunikasi terkemuka yang menyediakan berbagailayanan telepon, internet, dan lainnya. Telkom memiliki unitRAM yang berperan untuk mengelola akses dan layananperusahaan, tetapi dalam implementasi sistem teknologiinformasi unit RAM masih memiliki hambatan. Permasalahanutama yang dihadapi unit RAM yaitu kurangnya integrasiantar sistem yang digunakan, yang mengakibatkan redudansidata yang menghambat pencapaian kebutuhan dan tujuanstrategis perusahaan. Adanya Enterprise Architecture menjadiacuan perusahaan dalam menciptakan arsitektur yangterintegrasi dan selaras, sehingga memungkinkan pengelolaansumber daya TI yang lebih efektif dan mendukung tujuanstrategis perusahaan secara optimal. Penelitian menggunakanframework TOGAF ADM 9.2 mencakup fase PreliminaryPhase, Architecture Vision, Business Architecture, InformationSystem Architecture, Technology Architecture, Opportunitiesand Solutions, dan Migration Planning. Kata kunci— Sistem Informasi, Teknologi Informasi, Enterprise Architecture, TOGAF, ADM, Telkom
Analisis Proses Manajemen Risiko Ti Menggunakan Kerangka Kerja Cobit Focus Area Information And Technology Risk Di Yayasan Pendidikan Telkom Hakim, Syahren Adil; Falahah, Falahah; Santoso, Ari Fajar
eProceedings of Engineering Vol. 12 No. 1 (2025): Februari 2025
Publisher : eProceedings of Engineering

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Abstract

Abstrak— Yayasan Pendidikan Telkom adalah sebuah yayasan dengan mengusung konsep One Pipe EducationSystem (OPES) dan tersebar diseluruh wilayah indonesia, hal ini terselenggara atas bergabungnya dua yayasandibidang pendidikan yang diprakarsai oleh PT Telkom yaitu Yayasan Sandhykara Telkom dan YayasanPendidikan Telkom pada tahun 2015. Sudah banyakperusahaan yang menggunakan teknologi informasitersebut untuk mengoptimalkan pencapaian tujuanperusahaan. Salah satu aspek yang mempengaruhinyaadalah penggunaan teknologi informasi untukmempertimbangkan aspek risiko yang mungkinmenghambat pencapaian sebuah tujuan atau terdapatancaman terhadap keberlangsungan perusahaan itusendiri. Untuk melihat sejauh mana pencapaian divisi TIYayasan Pendidikan Telkom terhadap penanganan risikoatau manajemen risiko, dibutuhkan penilaian ulang atauevaluasi untuk melakukan penilaian ulang tersebut yangdiantaranya adalah dengan cara menghitung assesmentsetiap aktivitas per-domain yang akan menghasilkanCapability Level dari proses manajemen risiko YayasanPendidikan Telkom, kemudian akan dilakukan pemberianrekomendasi yang nantinya akan digunakan untukmencapai Capability Level yang sudah ditargetkan. Hasilassesment yang telah dilakukan dengan COBIT FocusArea Information & Technology Risk menunjukanpenilaian Capability Level dari Yayasan PendidikanTelkom dalam melakukan penanganan risiko padadomain DSS01 menunjukan level 2 dan 3. Analisis hasilassesment yang dilakukan beradasarkan setiap aktivitasperdomain menghasilkan total 41 rekomendasi Kata kunci— Manejemen Risiko, COBIT Focus Area Information and Technology Risk, 7 COBIT Implementaion Road Map, Capability Risk Assesment.
Co-Authors Abdullah Fajar Abdullah Fajar Abdullah Fajar Adifa Nurul Ramadhanti Adyaksa, Bagus Alodia B., Keysia Ari Fajar Ari Fajar Ari Fajar Santoso Arimurti, Nurfadhilah Azzahra Arya, Immanuel Baharuddin, Nurariqah Mauliani Bakhtiar Dwi Arianto Baskoro Bayu Saputro Bastian, Darryl Berlian Maulidya Izzati Burhanudin, Rifki Dahlan , Rayan Fahlevi Daniel Silaban Dewi Rosmala Dewi Rosmala Fajar Munandar Fajar, Abdullah Fiana Fazriani Fitriyana Dewi Galih Irianto Saputro Gebang, Ayu Farida Giang, Novia Pindan Hakim, Syahren Adil Handayani, Heni Yuli Harahap, Dian Febrina Hasprasi, Tasya Nozuka I Made Suwanda Iqbal Santosa Iwan Rijayana Khoirida Aelani Latifah, Lut Fathul Luthfi Ramadani M Rizki Hardiyanto M. Mahbubi Madjid , Cheta Kusuma Mahardika, Muhammad Ashril Muchsam, Yoki Muhammad Syamaidzar Al Ghifari Munandar, Fajar Nadhifah, Firyal Muthia Naomi Dorhot Septiana Silitonga Nilla Rachmaningrum Nur Afdhaliyah Fahri Nur Afni Nurfadilah Nurfadilah Nurwidia Ningsih Nutrisha, Widyatasya Agustika Oryza Lisativani Fatimah Paramasanti , Bernadeta Regina Prayudi Utomo Purwoto, Septyaningrum Putri Putra, Mohammad Givary Satria Ramadhani, Azzahra Siti Ramadhani, Luthfi Rasendriya, Naufal Alam Rasyid Ramadhani Dharmawan Rifaldy Subakti Riska Dwi Yuliati Rita Komalasari Rovalina putri adelia Sarum Ryan Adhitya Nugraha Sabilatul Khoirot Sarum, Rovalina putri adelia Shinta Eka Risa Sinuraya Sinaga, Valentine Solikin Solikin Tri Candra Wulandari Triana Setiyarini, Triana Widodo, Haryo Mukti Widyatasya Agustika Nurtrisha Wina Witanti Yenie Syukriyah Zahra , Farhana