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Dewi Fatmarani Surianto

Universitas Negeri Makassar

Author-ID : 4084971

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Sistem Penentuan Mahasiswa Berprestasi menggunakan metode Analytic Hierarchy Process (Studi Kasus : Fakultas Teknik UNM) Jariah, Rezki Nurul; Fadiah, Nur; Surianto, Dewi Fatmarani; Parenreng, Jumadi M; Adiba, Fhatiah
Jurnal Eksplora Informatika Vol 14 No 1 (2024): Jurnal Eksplora Informatika
Publisher : Institut Teknologi dan Bisnis STIKOM Bali

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30864/eksplora.v14i1.1096

Penentuan mahasiswa berprestasi merupakan langkah krusial dalam meningkatkan mutu pendidikan, namun menentukan kriteria yang sesuai dan mengukur kinerja mahasiswa secara adil dan efektif merupakan suatu tantangan. Oleh karena itu, penelitian ini bertujuan untuk mengeksplorasi serta mengimplementasikan sistem pendukung keputusan berbasis Analytical Hierarchy Process (AHP) dalam menentukan mahasiswa berprestasi di lingkungan akademik, berdasarkan empat kriteria utama yaitu nilai IPK, jumlah prestasi yang dicapai, partisipasi dalam organisasi, dan total SKS yang telah dilulusi. Hasil penelitian ini menunjukkan bahwa sistem yang dibangun mampu menentukan mahasiswa berprestasi dengan menggunakan bobot standar. Bobot tersebut dihitung berdasarkan nilai IPK minimal 3.5, jumlah prestasi minimal 2, jumlah organisasi minimal 1, dan jumlah SKS yang dilulusi minimal 85. Hasil pengujian diperoleh bahwa Metode AHP dapat diimplementasikan dalam penentuan mahasiswa berprestasi dengan tingkat usabilitas mencapai 91,63% yakni pada kategori sangat layak. Dengan demikian, penelitian ini tidak hanya mengidentifikasi masalah dalam penentuan mahasiswa berprestasi, tetapi juga memberikan solusi konkret melalui penggunaan AHP, membuktikan efektivitasnya dalam meningkatkan keakuratan dalam seleksi mahasiswa berprestasi di lingkungan akademik.

Analisis Sentimen Terhadap Kontroversi Putusan MK Mengenai Usia Capres-Cawapres Menggunakan Multi-Layer Perceptron Dengan Teknik SMOTE Sasmita, Sasmita; Jariah S.Intam, Rezki Nurul; Surianto, Dewi Fatmarani; B, Muhammad Fajar
Faktor Exacta Vol 17, No 2 (2024)
Publisher : LPPM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30998/faktorexacta.v17i2.22442

In October 2023, the Constitutional Court's decision on age limit requirements for presidential and vice-presidential candidates stirred controversy, perceived as favoring a specific vice-presidential candidate. Public reactions flooded social media platforms, particularly on Najwa Shihab's YouTube channel, where sentiment analysis was conducted on 505 comments under the video titled "Putusan MK: Publik memang Seharusnya Marah" (Constitutional Court Decision: The Public Should Indeed Be Angry). The comments were categorized into three sentiment classes: 425 negative, 42 neutral, and 38 positive. The study employed Multi-Layer Perceptron (MLP) models tested on both imbalanced and balanced data using the SMOTE oversampling technique. Two feature extraction methods, TF-IDF weighting and countvectorizer, were applied. Results showed that the combination of TF-IDF with balanced data yielded the most effective classification model, boasting a remarkable accuracy, precision, recall, and F1-score, each at 99%.

Rancang Bangun Sistem Informasi Pengelolaan Pengangkutan Sampah Berbasis Web Putri Zhachilia Susanto; Dewi Fatmarani Surianto; Inez Sri Wahyuningsi Manguling; Sari Wulandari; Ivan Fadillah Akram
Journal of Security, Computer, Information, Embedded, Network, and Intelligence System Vol. 1, No. 1 (Juni 2023)
Publisher : PT. Lontara Digitech Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61220/scientist.v1i1.234

This study discusses a web-based waste management transportation information system that adopts effective waste management concepts and strategies with the principle of reduce, reuse, recycle (3R) as a priority in waste management. The purpose of this research is to enhance public participation in waste management by providing relevant information, services, and resources through a website. The main features of this system include the management of community data, waste data, personnel data, and transaction data. Black box testing was conducted to ensure that the system's functionality complies with the specified requirements. The results of the testing demonstrate that the system operates effectively and is ready for comprehensive utilization. By adopting information technology in waste management, this system has the potential to improve efficiency, effectiveness, and environmental awareness, thus contributing to addressing waste management challenges sustainably.

ANALYSIS OF FUZZY C-MEANS IN PERSONALITY CLUSTERING BASED ON THE OCEAN MODEL Pamput, Jessicha; Dillah, Salsa; Muthmainnah, Aindri; Surianto, Dewi Fatmarani
JIKO (Jurnal Informatika dan Komputer) Vol 7, No 3 (2024)
Publisher : Universitas Khairun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/jiko.v7i3.8369

Personality is the pattern of an individual's behavior in daily life, reflected in their thoughts, feelings, and actions. The Big Five Personality Traits Model, known as OCEAN, helps to understand the complexity of human personality through five main traits. The identification and classification of personality, particularly among students, impacts academic performance, personal development, anxiety levels, and risky behaviors. Collaboration between educators, mental health professionals, and career advisors is crucial to creating an educational environment that supports students' holistic development. The Fuzzy C-Means (FCM) method is used to identify students' personalities with adequate accuracy. This study adopts the OCEAN model with FCM to efficiently identify and classify students' personalities. Data were obtained from 142 respondents, resulting in 27% of respondents being classified in cluster 1, 21% in cluster 2, 18% in cluster 3, 16% in cluster 4, and 18% in cluster 5. This study has important implications for students, educators, and educational institutions to understand that learning patterns, social interactions, and decision-making processes can be influenced by an individual's personality.

Edukasi Gerakan Anti-Bullying untuk Mencegah Perundungan di SMP Plus Budi Utomo Fitriani Dzulfadhilah; Dewi Fatmarani Surianto; Nurul Fadhillah S; Siti Syarifah Wafiqah Wardah; Ilyas, Sitti Nurhidayah
Paramacitra Jurnal Pengabdian Masyarakat Vol. 2 No. 01 (2024): Vol. 2 No. 1 (2024): Volume 02 Nomor 01 (November 2024)
Publisher : PT Ininnawa Paramacitra Edu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62330/pjpm.v2i01.173

Perundungan di sekolah merupakan masalah serius yang berdampak luas, baik secara fisik, emosional, maupun sosial. Kegiatan Pengabdian kepada Masyarakat dilakukan di SMP Plus Budi Utomo Makassar untuk menginisiasi Gerakan Anti-Bullying. Program ini bertujuan meningkatkan kesadaran siswa mengenai bahaya perundungan, dampaknya bagi korban, pelaku, dan saksi, serta mendorong siswa menjadi agen anti-bullying. Kegiatan dihadiri oleh 51 Siswa SMP Plus Budi Utomo sebagai peserta. Kegiatan ini memliki empat tahapan meliputi identifikasi masalah dan kebutuhan, perencanaan, pelaksanaan, dan evaluasi. Metode pelaksanaan meliputi ceramah, pemutaran video edukasi, diskusi interaktif, serta evaluasi melalui pre-test dan post-test. Hasil menunjukkan keberhasilan kegiatan yang tercermin sebanyak 94% siswa berada pada kategori baik yang mencakup (1) kesadaran tentang bahaya bullying; (2) pemahaman dampak negatif bagi korban, pelaku, dan saksi; (3) kesediaan siswa untuk menjadi agen anti-bullying; (4) pemahaman sistem pelaporan bullying; dan (5) kesadaran akan pentingnya membangun budaya sekolah yang aman, inklusif, dan nyaman. Melalui program ini, diharapkan SMP Plus Budi Utomo dapat menjadi percontohan dalam upaya pencegahan perundungan.

Analisis Sentimen Penghapusan Skripsi sebagai Tugas Akhir Mahasiswa Menggunakan Metode Multi-Layer Perceptron Makmur, Haerunnisya; Wulandari, Wulandari; Surianto, Dewi Fatmarani; Fajar B, Muhammad
Komputika : Jurnal Sistem Komputer Vol. 13 No. 2 (2024): Komputika: Jurnal Sistem Komputer
Publisher : Computer Engineering Departement, Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/komputika.v13i2.12402

Indonesia has levels of education where one of them is undergraduate education. There are requirements that must be done to get a bachelor's degree, one of which is to complete a final project in the form of a thesis. Nadiem Makarim, Minister of Education, Technology and Higher Education in his speech announced a new policy in the field of education regarding the non-obligation for students to prepare a thesis as a requirement for graduation. Based on this, there are pros and cons from the community, the sentiment analysis process related to this is needed. This research aims to map public sentiment contained in TikTok and YouTube social media related to the elimination of thesis using the MLP method. The stages carried out consist of observation, data collection, labeling, data normalization, preprocessing, data partitioning, TF-IDF weighting, classification, and evaluation. The accuracy obtained at the preprocessing scenario stage is 86% with case folding and stemming scenarios. Furthermore, this scenario is used in testing based on data partitioning where the highest accuracy results are obtained with a portion of 90% training data and 10% test data. The accuracy obtained is 94%.

Optimizing Career Choices in the World of Programming: A Web-Based Decision Support System with the Simple Additive Weighting (SAW) Method Akbar, Mohammad Arsan; Rusli, Risvan; Wahid, Yokogeri Abdullah; Surianto, Dewi Fatmarani; Adiba, Fathiah
Komputika : Jurnal Sistem Komputer Vol. 13 No. 2 (2024): Komputika: Jurnal Sistem Komputer
Publisher : Computer Engineering Departement, Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/komputika.v13i2.12404

This study proposes the development of a web-based Decision Support System (DSS) using the Simple Additive Weighting (SAW) method to help students choose a career in programming. By integrating data from online questionnaire surveys and observations, this research highlights the complexity of career choice in the world of programming. Criteria such as salary, work location, and educational requirements were identified as key factors in decision-making. The SAW method was chosen because of its ease of understanding, flexibility, and ability to handle complex problems. The system implementation process involves data collection, observation, web-based system design, and website development. The final results show that alternative A3 (Software development) received the highest preference weight, confirming it as the best choice based on the specified criteria. The use of DSS is expected to provide effective guidance for students in making more informed career decisions.

Membangun Lingkungan Sekolah Aman: Upaya Pencegahan Kekerasan Seksual di SMP Plus Budi Utomo Makassar Siti Syarifah Wafiqah Wardah; Muh Rizal S; S, Nurul Fadhillah; Surianto, Dewi Fatmarani; Dzulfadhilah, Fitriani
TEKNOVOKASI : Jurnal Pengabdian Masyarakat Volume 2: Issue 3 (September 2024)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/teknovokasi.v2i3.5345

Kekerasan seksual di lingkungan sekolah telah berkembang menjadi masalah yang sangat penting yang berdampak pada kesehatan dan perkembangan siswa. Fenomena ini sering kali terjadi tanpa diketahui, menyebabkan korban mengalami masalah psikologis. Di SMP Plus Budi Utomo Makassar, program pengabdian masyarakat dilaksanakan dengan 42 siswa. Tujuan dari program ini adalah untuk memberikan pelatihan dan pengetahuan tentang cara mengidentifikasi, menghindari, dan menanggapi kekerasan seksual. Peserta mengalami peningkatan pemahaman yang signifikan melalui simulasi, diskusi kelompok, dan ceramah. Setelah program, skor pre-test rata-rata siswa meningkat dari 55 menjadi 85. Selain itu, 75% siswa mengatakan mereka lebih percaya diri untuk melaporkan pelanggaran. Hasil ini menunjukkan bahwa pendekatan komprehensif yang melibatkan semua elemen sekolah sangat efektif dalam menciptakan lingkungan sekolah yang baik.

Cerdas Berkarya dengan Teknologi: Pelatihan Desain Grafis Mobile untuk Siswa SMA Negeri 1 Barru B., Muhammad Fajar; Surianto, Dewi Fatmarani; Syamsurijal, Syamsurijal; Natsir, Nasrah; Abdal, Nurul Mukhlisah
PENGABDI PENGABDI: VOL. 5, NO.2 (2024)
Publisher : Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26858/pengabdi.v5i2.68327

Abstrak. Dalam era digital saat ini, desain grafis memainkan peran penting dalam berbagai aspek kehidupan, mulai dari komunikasi visual dalam dunia bisnis, pendidikan, hingga media sosial. Desain grafis yang menarik tidak hanya menjadi alat untuk menyampaikan informasi secara efektif tetapi juga merupakan sarana untuk membangun identitas dan daya tarik visual. Teknologi mobile telah mempermudah akses terhadap perangkat dan aplikasi desain grafis, sehingga siapa pun, termasuk siswa SMA, dapat menciptakan karya desain yang profesional dengan hanya menggunakan ponsel atau tablet. Pelatihan desain grafis berbasis mobile memberikan keterampilan yang relevan di abad ke-21, memungkinkan siswa memanfaatkan perangkat yang mereka miliki untuk berkreasi secara produktif. Pelatihan ini dirancang untuk memberikan pemahaman menyeluruh kepada siswa tentang konsep dasar desain grafis dan penerapannya. Mereka tidak hanya belajar teori, seperti prinsip komposisi, penggunaan warna, dan tipografi, tetapi juga mendapatkan pengalaman langsung menggunakan aplikasi seperti Canva dan Snapseed. Tahapan kegiatan meliputi persiapan, pelaksanaan pelatihan, dan pendampingan. Setelah pelatihan, siswa berhasil mencapai beberapa hasil signifikan, yaitu: (1) pemahaman yang mendalam tentang prinsip-prinsip desain grafis, seperti keseimbangan, hierarki visual, dan pemilihan elemen desain yang tepat; (2) kemampuan teknis dalam menggunakan aplikasi desain berbasis mobile untuk menciptakan berbagai karya visual; serta (3) keterampilan dalam mengembangkan kreativitas dan menyelesaikan proyek desain yang relevan dengan kebutuhan sehari-hari. Melalui pelatihan ini, siswa tidak hanya belajar keterampilan praktis tetapi juga memahami potensi desain grafis sebagai aset penting dalam dunia digital yang terus berkembang. Kata Kunci: Desain Grafis Berbasis Mobile, Pelatihan Kreativitas Siswa

Digital Image Based DSS for Assessing Tomato Quality using AHP-TOPSIS Method Wulandari; Surianto, Dewi Fatmarani; Parenreng, Jumadi M.; Adiba, Fhatiah
Digital Zone: Jurnal Teknologi Informasi dan Komunikasi Vol. 15 No. 2 (2024): Digital Zone: Jurnal Teknologi Informasi dan Komunikasi
Publisher : Publisher: Fakultas Ilmu Komputer, Institution: Universitas Lancang Kuning

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31849/digitalzone.v15i2.19060

Tomatoes are a major export commodity in the country's plantation sector. This increases the urgency of efforts to increase tomato productivity, both in terms of quantity and quality. Evaluation of tomato quality currently relies on the degree of ripeness and skin texture. The conventional method currently used involves manual inspection, which can allow for misjudgment and economic loss. This research aims to use a digital image-based approach by utilizing a decision support system that combines the AHP and TOPSIS methods to assess tomato quality based on color and texture criteria. This research evaluates and ranks nine tomato images that have good quality, by giving higher priority to skin texture than skin color. Evaluation results from three tests showed that the system was able to determine the quality of tomatoes with an average kappa value of 0.78, which interpreted the results of good agreement between the system and expert judgments.

Co-Authors A. Arianugerah Ilham A. Arianugerah Ilham AA Sudharmawan, AA Abdal, Nurul Mukhlisah Abdul Muis Mappalotteng Abdul Wahid Abdul Wahid Adiba, Fathiah Adiba, Fhatiah Adnas, Diny Anggriani Agusyana, Nurrahmah Ahmar, Ansari Saleh Ahnaf Riyandirga Ariyansyah Putra Helmy Aindri Muthmainnah Aindri Rizky Muthmainnah Ainun Zahra Adistia Akbar, Mohammad Arsan Akmal Hidayat Akmal Hidayat Akmal, Muhammad syafruddin Amanda Putri Lestari Amiruddin Amri, Muh. Aidil Amukune, Stephen Ana Sulistiana Alwi Andi Akram Nur Risal Andi Akram Nur Risal Andi Baso Kaswar Andi Baso Kaswar Andi Dio Nurul Awalia Andi Tenri Ola Rivai Andi, Tenriola Andika Isma Anwar Wahid Arifin, Afrisal Arifiyanti, Fitria Asis Nojeng Asri Ismail Athiyyah Anandira Awalia, Andi Dio Nurul Awaliah, Widiarti Ayu Hasnining Ayu Safitri Ayu Safitri Azis, Putri Alysia Azzah Ulima Rahma B., Muhammad Fajar Bahar, Muhammad Mahdinul Bakri, Muh. Fajrin Baso, Fadhlirrahman Cahyana Resky, Andi Aulia Clarisha, Windi Dary Mochamad Rifqie Della Fadhilatunisa Dhaffa Mulya Rahman Dilla, Salsa Dillah, Salsa Dwi Rezky Anadari Sulaiman Edi Suhardi Rahman Edy, Marwan Ramdhany Erva Irianti Fadhlirrahman Baso FADIAH, NUR Fani, A. Astri Merilsa Fathahillah Fhatiah Adiba Fhatiah Adiba Firdaus Firdaus Firdaus Fitriani Dzulfadhilah Fitriyanty Dwi Lestary Fizar Syafaat Furqan Ali Yusuf Haekal Febriansyah Ramadhan Hanum Zalsabilah Idham Hardy M, Galang Hartini Ramli Hidayat M., Wahyu Ilyas, Sitti Nurhidayah Indanasufya Indanasufya Inez Sri Wahyuningsi Manguling Irwandi isma, Nur Ivan Fadillah Akram Iwan Suhardi Jariah S.Intam, Rezki Nurul Jariah, Rezki Nurul Jasruddin Jessicha Pamput Jessicha Putrianingsih Pamput Jumadi Mabe Parenreng Jumadil Ahmad Safi’i Jusniar . Khaerunnisa Nur Fatimah Syahnur Khalil Mubaraq Darwing Kurnia Prima Putra Lapendy, Jessica Crisfin Lutfiah Tri Syahyaningsih M. Miftach Fakhri M. Syahid Nur Wahid Makmur, Haerunnisya Mappangara, Surianto MARDIAH, AINA Marwan Ramdhany Edy Meisaraswaty Arsyad Muh. Juharman Muhammad agung Muhammad Akil Musi Muhammad Fadhil Hani Muhammad Fadhullah Muhammad Fahrul Rosi Ishaq Muhammad Fajar B Muhammad Fardan MUHAMMAD ILHAM Muhammad Nur Yusri Muhammad Rafli Aditya H. Muhammad Rakib Muhammad Try Dharsana Muharni Muharni Muhtadi, Nashiruddin Sahal Muliadi Musda Rida Mulia Muthmainnah, Aindri Muthmainnah, Aindri Rizky Mutmainnah R Nafil Rizqullah Rajab Nafil Rizqullah Rajab Nashiruddin Sahal Muhtadi Nasrullah, Asmaul Husnah Natsir, Nasrah Ninik Rahayu Ashadi NIRMALA, PUTRI Nur Fadiah NUR FADILAH NUR FADILLAH Nur Risal, Andi Akram Nurhidayat Nurhidayat Nurjannah Nurjannah Nurjayanti Nurjayanti Nurrahmah Agusnaya Nurul Fadhilah Nurul Fadhillah S Nurul Fadhillah S Nurul Mukhlisah Abdal Pamput, Jessicha Pamput, Jessicha Putrianingsih Parenreng, Jumadi M. Putri Nanda Sari Putri Nirmala Putri Zhachilia Susanto Raden Mohamad Herdian Bhakti Rahman, Dhaffa Mulya Rahmaniar Rahmat Kurniawan Ramadhan, Haekal Febriansyah Resky, Andi Aulia Cahyana Rezki Angriani Pratiwi Kadir Rezki Nurul Jariah Rezky Anisar, Muh. Alief Ridwan Daud Mahande Ridwan Daud Mahande Risaldi, Muhammad Rosidah Rosidah Rusli, Risvan S, Aprilianti Nirmala S, Muh. Rizal S, Nurul Fadhillah S.Intam, Rezki Nurul Jariah Salsa Dillah Sari Wulandari Sasmita Sasmita Setialaksana, Wirawan - Shabrina Syntha Dewi Shasa Inayah Vega Shasa Inayah Vega Siti Syarifah Wafiqah Wardah Soeharto Soeharto Sri Riski Wulandari Sudarmanto Jayanegara Surianto, Dewi Fatmawati Syahrul Syahrul Syahrul Syahyaningsih, Lutfiah Tri Syam, Abd. Azis Syamsurijal Syamsurijal, Syamsurijal Tenriola, Andi Udin Sidik Sidin Wahid, M Syahid Nur Wahid, M. Syahid Nur Wahid, Yokogeri Abdullah Wahyu Hidayat M Wahyu Hidayat M Wahyudi Warda Wahyuni Wardani, Ayu Tri WULANDARI Wulandari Wulandari Zsolt Lavicza Zulfikar, Muh Ihsan Zulhajji, Zulhajji

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