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Data Mining Rekomendasi Sekolah Calon Siswa SMA di Kota Tomohon Menggunakan Metode K-Means Clustering Civita Loho; Vivi Peggie Rantung; Gladly Caren Rorimpandey
JOINTER : Journal of Informatics Engineering Vol 3 No 02 (2022): JOINTER : Journal of Informatics Engineering
Publisher : Program Studi Teknik Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53682/jointer.v3i02.34

Abstract

Tomohon is a small city in North Sulawesi. In Tomohon City, there are 12 high schools and the equivalent that are officially registered on the reference data site of the Ministry of Education and Culture.in practice, the number of students enrolled in 12 schools in each academic year has a significant difference. This is influenced by the high public perception of schools that are labeled ‘favorite schools’ with other schools. This study aims to group data on prospective high school students in Tomohon City for the 2021/2022 academic year using the K-Means Clustering method for high school recommendations. K-Means is a partition-based Clustering method in Data Mining where data will be grouped based on the level of similarity, so that student data that have the same characteristics are grouped into one cluster, while student data with different characteristics are grouped into different clusters.
APLIKASI YUNIT LAUNDRY MENGGUNAKAN FRAMEWORK SCRUM Gladly C Rorimpandey S.T, MISD; Marcelliano Riccardy Anantho Omega Kalitouw; Vivi P Rantung S.T, MISD
JOINTER : Journal of Informatics Engineering Vol 4 No 01 (2023): JOINTER : Journal of Informatics Engineering
Publisher : Program Studi Teknik Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53682/jointer.v4i01.197

Abstract

The current development of smal and medium enterprise (MSMEs) is not accompanied by the application of information technology, which is increasingly developing rapidly. This is experienced by almost all laundry business actors in North Sulawesi. This study aims to develop the Yunit Laundry application which can support the operations of laundry entrepreneurs. On the other hand, it can help laundry service users in accessing laundry services or using laundry services. This study applies the Scrum framework as a guide in the system development process. Meanwhile, system modeling uses the Unified Modeling Language. The results of this research are a series of web site applications that will be used by laundry entrepreneur admins and Android-based mobile applications for laundry service users.
APLIKASI FORUM TRANSLASI BAHASA INDONESIA-MANADO BERBASIS WEB MENGGUNAKAN METODE EXTREME PROGRAMMING Vivi Peggie Rantung; Abimanyu Marvie Dwisuprapto; Ferdinan Ivan Sangkop
CogITo Smart Journal Vol. 10 No. 1 (2024): Cogito Smart Journal
Publisher : Fakultas Ilmu Komputer, Universitas Klabat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31154/cogito.v10i1.530.451-463

Abstract

Manado language (Manadonese) is one of the languages that is registered in the ISO 639-3 standard system with the code of xmm and used by 3.320.000 users. In daily life, Manadonese is commonly used verbally. In its oral use, Manadonese becomes a low-resource language, meaning it lacks text-based resources, which makes it difficult to develop various linguistic-based technologies to preserve Manadonese. This research aimed to provide a data source to develop advanced linguistic-based technology. The methodology used for this research is extreme programming (XP). The result of this research is a Web-Based Application Of Indonesia-Manado Translation Forum with various functions, such as uploading Indonesian articles that will be translated into Manadonese, from this diverse amount of translation the best of it will be chosen to be processed every word and sentence that will be saved in the database. The application is tested with Acceptance Testing as an indicator and the result shows that the forum managed to accomplish the goal set up before.
Aplikasi Pemetaan Pertambangan Berbasis Web GIS (Geographic Information System) di Sulawesi Utara Christofel Owen Tendean; Ferdinan Ivan Sangkop; Vivi Peggie Rantung
GEOGRAPHIA : Jurnal Pendidikan dan Penelitian Geografi Vol. 4 No. 2 (2023): Desember
Publisher : Jurusan Pendidikan Geografi Universitas Negeri Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53682/gjppg.v4i2.7327

Abstract

This research aims to apply GIS (geographic information system) to a website-based mining mapping application in North Sulawesi Province as a source of information that can be accessed to facilitate the monitoring of mining activities. The public can find out the location of mining areas and mining information. The method used to identify stages in the system is the waterfall method. The system was created using Sublime Text 3, PHP as a programming language, and a MySQL database. The research results show that the implementation and testing of the application are smooth, with every feature functioning optimally. Users get information from the website regarding mining coordinates (locations) and their distribution, as well as information from each mining location.
PENGEMBANGAN SISTEM REPOSITORI SKRIPSI DI TEKNIK INFORMATIKA UNIVERSITAS NEGERI MANADO BERBASIS WEB Chrysilia Rimbing; Gladly Rorimpandey; Vivi Rantung
JOINTER : Journal of Informatics Engineering Vol 4 No 02 (2023): JOINTER : Journal of Informatics Engineering
Publisher : Program Studi Teknik Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53682/jointer.v4i02.241

Abstract

Based on observations made by researchers at Informatics Engineering Universitas Negeri Manado, there is no Thesis Repository that functions to accommodate data on Thesis Titles of Informatics Engineering Study Program Students. Based on this, researchers plan to develop a web-based Thesis Repository System at Universitas Negeri Manado Informatics using the Agile Software Development method. After the web-based Thesis Repository System in Informatics Engineering Universitas Negeri Manado was successfully developed using the Agile Software Development method, testing carried out using the black box testing method obtained good results, where 12 test points were successfully achieved and the developed system could help the study program in recording thesis data from students.
Website Mahasiswa Program Studi Teknik Informatika Menggunakan Metode Scrum Gideon Febri Tuuk; Ferdinan I. Sangkop; Vivi Peggie Rantung
Jurnal Penelitian Rumpun Ilmu Teknik Vol. 2 No. 2 (2023): Mei : Jurnal Penelitian Rumpun Ilmu Teknik
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/juprit.v2i2.1933

Abstract

This research study uses the Scrum method. This method is a method related to how to conduct studies with agile software development. Scrum is a method whose evaluation can provide good results for the software processor on the computer to increase one's curiosity to always act as a user in the computer applications that are running. The activities carried out include the creation of product backlogs, sprint backlogs, daily scrums, sprint reviews, and sprint retrospectives. Scrum participates. Scrum owns the application being run, including the Scrum Master and the development team. The stages or steps that are carried out in Scrum are well managed and structured to achieve good results and are fun to use, use them effectively and efficiently so that it creates a feeling of pleasure for users when operating them and results that will be developed next can use existing systems and use things according to the evaluation or procurement according to the needs of the user. The findings from the activity of developing a Website-based Delivery Order application using the scrum method have proven that existing problems can be easily resolved by changing the requirements in the state of the system group, providing results that are in line with the desired needs realized by the user and direct assessments can be held shortly after using the held device.
Klasifikasi Berita Hoax Pembagian Kuota Internet Menggunakan Algoritma Modified K-Nearest Neighbor Dalle, Asnir; Rantung, Vivi Peggie; Munaiseche, Cindy
Jurnal Linguistik Komputasional Vol 6 No 2 (2023): Vol. 6, No. 2
Publisher : Indonesia Association of Computational Linguistics (INACL)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/jlk.v6i2.105

Abstract

Di zaman sekarang ini teknologi informasi sangat berkembang dengan pesat, sangat mudahnya masyarakat mengakses informasi lewat jejaring internet atau media sosial. Dengan mudahnya mengakses internet, dapat membuka peluang bagi masyarakat untuk menyebarkan informasi atau berita di media sosial. Namun disamping itu banyak bermunculan informasi atau berita palsu yang tidak dapat dipertanggung jawabkan oleh sumbernya, sehingga penelitian ini melakukan pengklasifikasian berita hoax pembagian kuota internet. Proses klasifikasi hoax akan menggunakan beberapa tahapan yaitu preprocessing. Pembobotan kata TF-IDF, sampai dengan proses klasifikasi dengan menggunakan algoritma Modified K-Nearest Neighbor, pada proses tersebut akan menggunakan Platform Google Collab (python). Hasil klasifikasi yang diperoleh yaitu ditunjukkan dengan default k-values dengan akurasi yang tertinggi terdapat pada k 25 dengan nilai precision 1%, recall 0,4444%, dan nilai akurasi 80,77%.
PENERAPAN FUZZY TSUKAMOTO PADA SISTEM IRIGASI SAWAH BERBASIS INTERNET OF THINGS DI KECAMATAN REMBOKEN SULAWESI UTARA Inda, Inda; Rantung, Vivi P; Santa, Kristofel
Journal of Innovation And Future Technology (IFTECH) Vol 6 No 2 (2024): Vol 6 No 2 (August 2024): Journal of Innovation and Future Technology (IFTECH)
Publisher : LPPM Unbaja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/iftech.v6i2.3314

Abstract

The Internet of Things is a dynamic and rapidly evolving technology concept in which physical objects and electronic devices are connected to the internet, enabling data exchange and control between devices. In an effort to increase the efficiency of irrigation systems in rice fields, Internet of Things technology can be a very potential solution. IoT enables real-time data collection from various sensors installed in the field, enabling smarter and more timely decisions. However, to optimize management of rice fields, a method is needed that is able to manage sensor data well, and the Tsukamoto fuzzy method is one method that is able to provide this solution. The aim of this research is to increase the efficiency of water use in irrigation systems, reduce costs associated with irrigation systems, to develop a system that can make automatic decisions based on IoT sensors and the Tsukamoto Method. This research was carried out in Remboken sub-district, North Sulawesi on irrigated rice fields. The method used is the Tsukamoto method in controlling and solving existing problems. With a good understanding of the challenges and opportunities, it is possible to create Internet of Things solutions that are useful and safe.
DEVELOPMENT OF A WEB-BASED TONSEA LANGUAGE CORPUS USING THE EVOLUTIONARY PROTOTYPING METHOD Conggresco, Sherly; Rantung, Vivi P.; Kainde, Quido C.
Jurnal Teknik Informatika (Jutif) Vol. 5 No. 4 (2024): JUTIF Volume 5, Number 4, August 2024 - SENIKO
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2024.5.4.2201

Abstract

Without realising it, when humans increasingly follow technological advances and are only concerned with the demands of the times where technology can coexist with humans, humans sometimes forget to preserve their culture, one of which is local language. One of them is Tonsea language. Tonsea language is a regional language originating from North Sulawesi. The purpose of this study is to research material for Tonsea language corpus linguistics in the preparation of dictionaries and add Tonsea language resources to preserve the Tonsea language by developing a website to analyse the Tonsea language corpus. Corpus analysis can also be used to research or study variations in the use of the Tonsea language because the corpus can help linguists and lexicographers in the preparation of dictionaries in working on dictionary microstructures which include lemmas/sublemmas, word classes, definitions and writing. As a result, there are six key concepts of corpus analysis techniques, namely tokens, word frequency, concordance, collocation, ngrams, and word lists. In the Token feature, the Token can be used by pekamus to create a dictionary and linguists can also analyse the Tonsea language on Ankorsea and for the Concordance, Collocation and Ngram features users can search for keywords to find out the meaning of the use of a language. This research uses the Evolutionary Prototyping method.
WEBSITE-BASED RECOMMENDATIONS FOR TOURIST ATTRACTIONS IN BITUNG CITY USING CONTENT-BASED FILTERING ALGORITHMS Tambajong, Karmel Daud; Rantung, Vivi Peggie
Jurnal Teknik Informatika (Jutif) Vol. 5 No. 4 (2024): JUTIF Volume 5, Number 4, August 2024 - SENIKO
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2024.5.4.2209

Abstract

This study aims to develop a website-based recommendation system for tourist attractions in Bitung City, leveraging content-based filtering algorithms. The primary goal of this research is to provide personalized recommendations to tourists, enhancing their travel experience by suggesting attractions that align with their preferences and interests. The methodology involves the implementation of a content-based filtering algorithm, which analyzes the attributes and features of various tourist spots to generate relevant recommendations. The system evaluates factors such as location, type of attraction, available facilities, and user reviews. The results indicate that the content-based filtering approach effectively identifies and suggests tourist attractions that match the users' interests, thereby improving the overall satisfaction of tourists visiting Bitung City. This recommendation system offers a practical solution for tourists seeking tailored travel experiences and contributes to the promotion of local tourism.