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Linawati Linawati
Magister Teknik Elektro Universitas Udayana
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Enhancing AI-driven Cybersecurity Awareness Smart Consultant using RAG Method with Hybrid Knowledge Based Pratama, I Putu Agus Eka; Widyantara, I Made Oka; Linawati, Linawati; Gunantara, Nyoman
International Journal of Advances in Data and Information Systems Vol. 7 No. 1 (2026): April 2026 - International Journal of Advances in Data and Information Systems
Publisher : Indonesian Scientific Journal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59395/ijadis.v7i1.1488

Abstract

The rapid advancement of Artificial Intelligence (AI), particularly in the realm of Large Language Model (LLM), holds significant potential for addressing the escalating issue of cyberattacks that exploit users' insufficient cybersecurity awareness. This study involves the design and development of a prototype cybersecurity awareness smart consultant, leveraging AI through the Retrieval Augmented Generation (RAG) method. This approach integrates hybrid knowledge derived from both user-specific internal cybersecurity documents and internet resources, thereby enhancing the validity of system responses and mitigating the risk of hallucinations. The prototype was evaluated using the Answer Accuracy Score (AAS) method, based on Black Box Testing and human evaluation, across four cybersecurity-related questions, yielding an average score of 0.925, accompanied by comprehensive analysis and discussion. The findings indicate that the system's response accuracy improves when knowledge is synthesized from both internal document resources and internet sources. Future research may focus on incorporating deliberative thinking to further enhance system performance in generating responses.
Peran Guru dan Orang Tua dalam Membangun Karakter Mandiri Autisme Anak Usia Dini RA Miftahul Ulum Probolinggo Linawati, Linawati; Dirgahayunita, Aries
YASIN Vol 5 No 1 (2025): FEBRUARI
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58578/yasin.v5i1.4940

Abstract

This study aims to explore effective learning strategies for fostering independent character development in children with autism through the synergy between teachers and parents at RA Miftahul Ulum in Probolinggo City. Children with autism often face social stigma and discrimination, both from society and their own family environments. Observations conducted at RA Miftahul Ulum reveal that most parents of children with autism encounter significant difficulties in understanding appropriate approaches to educate their children at home. This situation creates a complex dilemma in addressing the special needs and behaviors of children with autism, particularly in efforts to develop their independence. This research employs a descriptive qualitative approach to deeply investigate the roles of teachers and parents in shaping the independent character of children. Data collection techniques utilized purposive sampling to determine participants, while data analysis followed the Miles and Huberman model. The findings indicate that with solid collaboration between teachers and parents, various challenges can be effectively addressed, enabling children with autism not only to reach their optimal potential at school but also to apply their independence in daily life. The learning strategies implemented include an inclusive approach, reinforcement of social skills, life skills education, and emotional support. These collective efforts contribute significantly to the development of independent character in students. This study underscores the critical role of collaboration in overcoming obstacles and ensuring sustainable progress in the education and personal growth of children with autism.
Pelatihan Pelaporan SPT Tahunan Badan Coretax Himpaudi Kapanewon Kretek Sutrisno, Erwan; Kundala, Manendha Maganitri; Firdarini, Khoirunnisa Cahya; Linawati, Linawati; Sutrischastini, Ary
Jurnal Pengabdian Sosial Vol. 3 No. 7 (2026): Mei
Publisher : PT. Amirul Bangun Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59837/2ww0rt94

Abstract

Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan pemahaman dan keterampilan pengurus Himpunan Pendidik dan Tenaga Kependidikan Anak Usia Dini Indonesia (HIMPAUDI) dalam pelaporan Surat Pemberitahuan (SPT) Tahunan Badan. Latar belakang kegiatan ini didasarkan pada masih rendahnya tingkat pemahaman pengurus organisasi terhadap kewajiban perpajakan, khususnya dalam penyusunan dan pelaporan SPT Tahunan Badan secara benar dan sesuai dengan peraturan yang berlaku. Selain itu, keterbatasan dalam penguasaan teknologi pelaporan pajak elektronik juga menjadi kendala utama. Metode pelaksanaan kegiatan dilakukan melalui beberapa tahapan, yaitu persiapan, pelaksanaan, evaluasi, dan pelaporan. Pada tahap pelaksanaan, digunakan metode ceramah untuk penyampaian materi perpajakan, tutorial untuk praktik pengisian SPT Tahunan Badan, serta diskusi interaktif untuk memperdalam pemahaman peserta. Evaluasi dilakukan melalui observasi, tanya jawab, dan pengisian kuesioner untuk mengukur tingkat pemahaman dan keterampilan peserta setelah mengikuti pelatihan. Hasil kegiatan menunjukkan adanya peningkatan pemahaman peserta terkait kewajiban perpajakan badan serta peningkatan keterampilan teknis dalam pengisian dan pelaporan SPT Tahunan Badan melalui aplikasi e-filing atau e-form. Peserta juga menunjukkan antusiasme yang tinggi selama kegiatan berlangsung. Meskipun demikian, masih ditemukan beberapa kendala, seperti keterbatasan pemahaman akuntansi dasar dan penggunaan teknologi informasi, yang memerlukan tindak lanjut berupa pendampingan. Kesimpulan dari kegiatan ini adalah bahwa pelatihan pelaporan SPT Tahunan Badan efektif dalam meningkatkan literasi perpajakan dan kemampuan teknis pengurus HIMPAUDI. Kegiatan ini memberikan dampak positif terhadap peningkatan kesadaran dan kepatuhan perpajakan organisasi. Oleh karena itu, disarankan adanya program pelatihan lanjutan dan pendampingan berkelanjutan guna mengoptimalkan kemampuan peserta dalam mengelola kewajiban perpajakan secara mandiri, transparan, dan akuntabel.
Optimizing CDN Modeling with API Integration Using Time To- Live (TTL) Caching Technique Hendri, Hendri; Rukmi Sari Hartati; Linawati Linawati; Dewa Made Wiharta
Jurnal Ekonomi Manajemen Sistem Informasi Vol. 6 No. 2 (2024): Jurnal Ekonomi Manajemen Sistem Informasi (November - Desember 2024)
Publisher : Dinasti Review

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38035/jemsi.v6i2.3236

Abstract

This research examines the implementation of Time-To-Live (TTL) caching within a Content Delivery Network (CDN) model that incorporates API integration, structured to simulate a hierarchical configuration of CDN edge servers across Indonesia's administrative tiers. The analysis centers on the influence of TTL configurations on critical performance metrics—namely latency, cache hit ratio, throughput, and bandwidth consumption. Special focus is placed on scenarios in which a 1 MB data object originating from the Central Government (Level 1) is primarily accessed through edge servers positioned at the village level (Level 5). The simulation envisions a CDN architecture where in the Central Government functions as the Main Server/Origin Server, with edge servers extending across 38 provinces (Level 2), 514 regencies (Level 3), 7,277 districts (Level 4), and 83,763 villages (Level 5).
Moderate guerrilla for the user’s understanding of the artificial intelligence-based user security awareness prototype I Putu Agus Eka Pratama; I Made Oka Widyantara; Linawati Linawati; Nyoman Gunantara
Bulletin of Electrical Engineering and Informatics Vol 15, No 3: June 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v15i3.10478

Abstract

To enhance user security awareness in response to the numerous cyberattacks targeting users, we developed an artificial intelligence (AI)based prototype utilizing the naive retrieval augmented generation (RAG) method. In pursuit of this objective, we conducted user testing employing the usability testing method to evaluate users' comprehension of the developed prototype. We integrated moderate and guerrilla techniques in usability testing by engaging 20 randomly selected respondents from the government, private sectors, and industries. The majority of participants were male, aged 26-35 years, holding a bachelor's degree, and possessing 510 years of computer experience. The test data were analyzed using the USE assessment matrix, which includes four assessment parameters: usefulness, satisfaction, ease of use, and ease of learning (USE). The data were presented in tabulated form, with total and average values. The test results indicate that usefulness, satisfaction, ease of USE achieved a total value exceeding 4.00 and an average value of 4.29, within an interval range of 4.20-5.00, categorized as very good. The findings of this study have implications for enhancing user security awareness and provide feedback for refining the framework and prototype in subsequent research.
Ship Trajectory Extraction Using Python Vessel Tracking Interpolation Method Widyadi Setiawan; Linawati Linawati; I Made Oka Widyantara; Dewa Made Wiharta; Sri Andriati Asri
PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Vol. 12 No. 2 (2024): September 2024
Publisher : LPPM Universitas Islam 45 Bekasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33558/piksel.v12i2.9567

Abstract

A deep understanding of ship trajectory movements has essential implications for maritime applications, including navigation, monitoring, and marine traffic analysis. Efficient and accurate extraction techniques are necessary to extract valuable information from ship trajectory data. One commonly used approach is the interpolation method, which allows the reconstruction of smooth trajectories from recorded data points. This research is focused on analyzing the extraction of ship trajectories using the interpolation method provided by the Python Vessel Tracking (PyVT) library. This method allows interpolation of ship trajectory data based on various algorithms available in the library. This research aims to evaluate the effectiveness and accuracy of interpolation methods from PyVT in reconstructing ship trajectories from incomplete or disturbed data. Within this research's framework, several test scenarios were implemented to examine different types of ship trajectory data, including data with missing points and speed variations. Evaluation metrics RMSE (root mean Squared Error), which includes reconstruction accuracy, will be utilized from the interpolation algorithm in PyVT.
Pengaruh Mental Accounting, Social Norm, Dan Persepsi Sanksi Terhadap Kepatuhan Wajib Pajak Kendaraan Bermotor Putri Puji Lukmawati; Linawati Linawati
JURNAL ONLINE INSAN AKUNTAN Vol 11 No 1 (2026): Jurnal Online Insan Akuntan (Juni 2026)
Publisher : Penelitian dan Pengabdian Masyarakat Universitas Bina Insani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51211/joia.v11i1.3905

Abstract

Penelitian ini bertujuan untuk menganalisis pengaruh mental accounting, social norm, dan persepsi sanksi terhadap kepatuhan wajib pajak kendaraan bermotor. Kepatuhan wajib pajak kendaraan bermotor merupakan salah satu faktor penting dalam meningkatkan penerimaan pajak daerah. Tingkat kepatuhan wajib pajak dapat dipengaruhi oleh berbagai faktor, di antaranya kemampuan individu dalam mengelola keuangan (mental accounting), pengaruh lingkungan sosial (social norm), serta persepsi wajib pajak terhadap penerapan sanksi perpajakan. Penelitian ini menggunakan metode penelitian kuantitatif dengan pengolahan data menggunakan aplikasi software SPSS versi 30. Populasi dalam penelitian ini adalah wajib pajak kendaraan bermotor wilayah Jakarta Selatan. Data penelitian diperoleh melalui penyebaran kuesioner kepada 125 responden wajib pajak kendaraan bermotor dengan metode purposive sampling. Hasil penelitian menunjukkan bahwa mental accounting berpengaruh terhadap kepatuhan wajib pajak kendaraan bermotor, social norm berpengaruh terhadap kepatuhan wajib pajak kendaraan bermotor, dan persepsi sanksi berpengaruh terhadap kepatuhan wajib pajak kendaraan bermotor. Dengan demikian, ketiga variabel independen tersebut terbukti memiliki pengaruh terhadap peningkatan kepatuhan wajib pajak kendaraan bermotor.
Co-Authors Abdul Hamid Abdul Mughni Abdur Rohman Abiyyuwono K, Ahmad Abrar, Muhammad Daffa Adelia, Gita Afadil Afifah, Vika Nur Afriani Maso agung aditya nugraha Agus Luthfi Agus Sukerta Agustina Susilawati Tumangger Al Baihaqi, Ahmad Aldri Frinaldi Alfisyahra, Alfisyahra Ali, M Firdaus Alit Winaya Amelia Nur 'Izza Amelia, Puja Amin Tohari Amin, Debisal Anak Agung Ayu Putri Ardyanti Anang Kusnadi Anantia Aliva Rizqa Andryan Andryan, Andryan Andy Kurniawan, Andy Aniek Laksmidewi Anifiatiningrum, Anifiatiningrum Annisa ANNISA HANDAYANI Antika, Rizaldi Ardhian Putra, Govan Ardiansiah Ardiansiah Ardiansyah, Daffa Ari Wilani, Ni Made Ariana, Anak Agung Gede Bagus Ariana, Melati Ariani, Adriana Venny Arif Himawan, Arif Aristawati, Nadiyah Asa Arya Sudarman Asana, I Made Dwi Putra Asnawi, Choerun Asnita Sinaga Asyari, Putri Leni Aurelia, Akilah Awalanty, Aprilia Putri Ayu Sri Puspita Devi Azizah, Windi Nur Badrus Zaman Bagaskara, Ardha Dewa Baharuddin Hamzah Bakri Mallo Betty Holiwarni Chanief Budi Setiawan Cokis Ratih Kumbara Daniel Happy Putra DARMANSYAH . darnisah, Darnisah Dasa Ismaimuza Debbi Irfan Mudhoep Deliana Sapareng Dessy Hariyanti, NK Destiani Destiani Devi Febriyanti Devi, Larasati Dewa Bagaskara, Ardha Dewa Made Wiharta Dewi Rosanthi Dewintara, Yayang Dharmika, Ida Bagus Diah Nurdiwaty Dilgu Meri Dirgahayunita, Aries Djaddang, Syahril Dwi Perwitasari Wiryaningtyas, Dwi Perwitasari E. Patras, Yuyun Efendi, Aidil Noval Efraim William Solang Elia Ardyan Erna Yuniati Evie Awuy Evie Awuy Evy Nulandari Faisol Faisol Faisol Faisol Fajar, Rahmat Ilham Fani Isdayanti Faris Aji Vagood Lucky Febry Kurniawan Firdarini, Khoirunnisa Cahya Firdawati, Ery Firdha Senja Maelaningsih Fitri Wulandari Fitria Ramadhani, Charisa Fitrianti Fitrianti, Fitrianti Fitrisnawanti, Shilfia Flori, Florianus G M Arya Sasmita Gandung Sugita Gatot Suhirman Gde Made Budi Antara Gede Adi Aryanata Gede Patrianaya Margayasa Wirsuyana Gede Sukadarmika Gerson Feoh Gusti, Yenny Kurnia Halawa, Irena Mei Darnis Hanifatul Mar’ah Harefa, Romana Mutiara Hartina Pertiwi Hartono, Rudi Haryati Ruslan Hendri Hendri Heni, Lidia Herdiyanti, Devi Herdiyanti, Fitria Hermani, Sofiati Hidayatullah, Ade Himphinit, Musakkid Hirza Rahmita Hiyah, Siti Asrorotul Ikah Humaira Fadhilah Humairoh, Amanda Sevta I Dewa Gede Hardi Rastama I G.A.K. Warmayana I G.M.W. Meindra Sidemen I GEDE PUTU WIRAWAN I Gusti Made Meri Utama Yasa I Gusti Ngurah Gede Agung Suniantara I K A Riki Gunawan I K. A. Riki Gunawan I ketut Gede Darma Putra I Komang Leo Puja Artana I Made Agus Setiawan I Made Bayu Dibawan I Made Cahrianto I Made Kris Widiantara I Made Oka Semara Putra I Made Oka Widyantara I Made Rai Suarimbawa I Made Suartika I Nyoman Gede Arya Astawa I Nyoman Gunantara I Nyoman Setiawan I Nyoman Setiawan I Putu Agus Eka Pratama I Putu Arie Pratama I Putu Gede Gentha Kesuma Negara I Putu Gede Hendra Suputra I Putu Oka Wisnawa I Putu Sudharma Yoga I Wayan Andis Indrawan Ibni Hadjar Ida Ayu Dwi Giriantari Ida Bagus Gede Manuaba Iftihor, Iftihor IGA Sri Melati IGP. Agus Aries Pratama Imran Saputra Surbakti Indah Dwi Kurniawanti Intan Tsamrotul Fu’adah Irene Christina Wenas Irfan Romadhony , Rahmad Irianti, Een Jaeng, Maxinus Jannah, Azzahra Raudhatul Jannah, Rodhotul Joshua Fernaldy Sudarsono Jovica, Theresia Maurine Julian, Alfito Jumirta, Jumirta Junivan Junivan K.O Saputra Kamarudin, Nur Diyana Kamelia Sinaga Karniawan, Arya Whisnu Kasmiati KHAIRANI, MIFTAHUL Khalid, Nursyahidah binti Khusna, Masro'ul Komang Oka Saputra Kundala, Manendha Maganitri Kurniawan, Elfian Aldi Kustiati Kustiati Kusuma, M. Putra Hadi Kusumaningsih, Indriati Larasati, Adelya Dwi Lenny Anwar Lestikasari, Febri Lie Jasa Lilik Purwanti Lubis, Alvin Syahri Luh Ika Dhivtyasari Suryani Lukito Pramono Lukmawati, Puji Putri Lukmawati, Putri Puji Luthfih, Yussi Dwi Luthfiyah, Yussi Dwi Made Aryawan Made Sudarma Mahmudah, Atim Matul Mahmudah, Dwiyana Farizka Mahmudi Mahmudi Mala Nurilmala Mannan, Mannan Manuaba, Ida Bagus Gede Maolana, Moch Rifky Marinus B. Tandiayuk Marinus Barra Tandiayuk Marlina, Nana Maxinus Jaeng Meidiana, Ghaida Meilana, Putri Bibit Mendrofa, Rode Aryantafati Moh. Adenan Moh. Isom Mudin Muchtaranda, Ismail Hoesain Muh. Rizal Muh. Rizal Muhammad Fadli Muhammad Yusuf Mujiyanti, Nur Mujiyanti Musdalifa MUSTAMIN IDRIS Mustapa, Noviana Mutia, Cut Vilda N Paramaita Nabela Amelia Nafis, Moh. Abi Adhurun Nailah, Syafira Khansa Ngurah Indra ER Ngurah Narendra Dananjaya Ni Gusti Ayu Dewi Paramita Arisandi Ni Komang Ayu Sri Anggreni Ni Made Anita Belinda Ni Made Ary Esta Dewi Wirastuti Ni Made Ary Esta Dewi Wirastuti Niama Dwi Susila, Made Ningrum, Rani Ulan Nisa, Qutsi Khoiru Janahtul NMAE Dewi Wirastuti NMAED Wirastuti Noer, Asmadi M. Nur Solikin Nur Widiastuti Nurkhalisah, Hasna Nurul Huda1 Nurwijayanti Nyoman Pramaita Nyoman Putra Sastra Nyoman Wendy Saputra Octaviani, Jessica Erviana Oka Semara Putra, I Made Parera, Dian Pathuddin Pawana, I Wayan Adi Juliawan Pertiwi, Tami Cahya Pipit, Tabita Pomalingo, Dwina Ramadhani Pramono, Lukito Pramudyanti, Naomi Pratama, Pratama Pratiwi, Natasya Priyastiwi, Priyastiwi Puji Astuti Puji Winarko, Sigit Purnawan, Fahry Purwoningsih, Siti Khotimah Puspita, Erna Puspitasari, Imelda Puspitasari, Kristanti Ambar Putra Adi Wibowo Putra, Rezi Eka Putri Agung Permata Sari Putri Puji Lukmawati Putri, Melati Dwi Putri, Melly Monika Putri, Oktavira Tiara Putu Arya Mertasana Putu Sri Merta Suryani Qoriah, Ciplis G Rahmadi, Silvi Rahmadi, Silvia Rahmawati, Titah Rama Beta Herdian Rama Sanjaya Ramadhani, Charisa Fitria Ramadhania, Syakira Ratih Kumalasari Niswatin Remansah, Risma Adelia Renata, Febby Riawanto Tambun Ridho Yurham Rifky Lana Rahardian Rini, Arsita Dwi Puspo Riska Riski Riswahyuning, Mareta Selvia Rizal, Muh Rohman, Alfan Nur rois, fatqu Romadhony, Rahmad Irfan Rosdiana Matoneng Rukmi Sari Hartati Rukmi Sari Hartati Sabila Asma Rizkia Safitri, Rika Sagung Intan Saraswati Saifudin, Muhammad Agus Salbila, Tiara Sandi, Santi Pertiwi Hari Sari, Meilinda Trinita SB, Sigit Wisnu SB, Sigit Wisnu Serani, Gabriel Setiani, Rina Lailatul Ayuk Setiyaningati, Mela Dwi Astari Setyaningsih, Sri Setyowati, Marshela Dewi Siadari, Jonathan Kirana Sianturi, Maria Angie SIGIT PUJI WINARKO Sinaga, Riska Indramaya Siregar, Abdul Hasyim Mazhurin Siswo Wardoyo Siti Aisyah Siti Hajar Adriani Sitti Rahmawati Soewarto Hardhienata Sofiana, Shevila Nyssa Sofiati Sofiati, Sofiati Solikah, Mar atus solikah, mar'atus Solikah, Mar’atus Sondang Ratnauli Sianturi Sri Agustina, Sri Sri Andriati Asri Sri Andriati Asri, Sri Andriati Sri Hartati Candra Dewi Sri Kurnianti Sri Widiawati , Hestin Subekti, Dayat Sudarman Bennu Sudirman Sugeng Sugeng Sugiyarti, Ririn Suhardi Suhardi Sukayasa Sumardi . Suprihatin, Sholikah Suryandari,, Marul Susanti P, Susanti P Suseno, Ari Susi Yusrianti, Susi Susilo Susilo Sutrichastini, Ary Sutrischastini, Ary Sutrisno, Erwan Syafaah, Amalia Rahmawatus Syafruddin Rais, Syafruddin syailendra, syailendra Syarah, Erie Siti Tantri, Afifah Luftiah Taras, Muhammad Luthfi Mars Idris Tasya, Diva Tri Sulistyowati Tri Widyastuti Triana, Dewi Ulfiani Usman H.B Utami, Anissa Veronica Ambassador Flores Vina Fauziah W. Setiawan Wahyu Purwanto Wangi, Sari Sekar Wibowo, Agung Edy Widiastuti , Nur Widiawati, Hestin Sri Widyadi Setiawan Wiharyana, Najwa Wikananda, I Gusti Ngurah Satya Wira Ekdeni Aifa Wulandari, Amelia Agustri Wulandari, Eko Wulur, Yolanda Yenni Kurnia Gusti Yoga Divayana Yohanes Pracoyo Widi Prasetyo Yohanes Yohanes Yulianti, Sinta Dwi Yunizar, Noni Yurike Sindi Gloriana Zikriyah, Siti Zulaikah, Dewi Zulfahrin, LM Zulistiani, Zulistiani Zuriat, Zuriat