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Topic Modelling pada Sentimen Terhadap Headline Berita Online Berbahasa Indonesia Menggunakan LDA dan LSTM Chairullah Naury; Naury, Chairullah; Fudholi, Dhomas Hatta; Hidayatullah, Ahmad Fathan
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 1 (2021): Januari 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i1.2556

Abstract

The online mass media is the source of the fastest and up-to-date information. A model that can provide mapping will help in sorting out information more precisely. In this study, the authors applied topic modeling to the results of sentiment analysis on online news headlines in Indonesian. Sources of data in this study were obtained from online mass media in Indonesian. The data collected were analyzed for sentiment using the Long Short-term Memory (LSTM) method, in order to obtain news headlines with positive, negative, and neutral sentiments. The classification obtained from the results of the sentiment analysis process is continued with the topic modeling process using the Latent Dirichlet Allocation (LDA) method and visualized in the form of wordcloud and intertopic distance map (pyLDAVis) to determine the relationship between one topic and another. The result of sentiment analysis is a model with 71.13% of accuracy level and the results of topic modeling are in the form of some topics that are easy to interpret.
Perancangan Prototype Sistem Informasi Repository Skripsi Berbasis Web Di UNA’IM Yapis Wamena Papua Syarifah; Chairullah Naury; Wahyuni Nurindah Sulistiyowati
SATESI: Jurnal Sains Teknologi dan Sistem Informasi Vol. 2 No. 1 (2022): April 2022
Publisher : Yayasan Pendidikan Penelitian Pengabdian ALGERO

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/satesi.v2i1.682

Abstract

In Indonesia, there are many institutions that use information systems in the field of education, one of which is the Repository information system. Repository is a digital-based library term where this information system can be used to access student thesis, both the academic community and academics outside the campus as reference material for writing scientific papers. Even so, not all colleges use it. One of them is Amal Ilmiah Yapis Wamena University. As a university located in conflict and mountainous areas, data loss often occurs. Likewise with the use of information systems that have not been maximized. This study aims to design a prototype of a web-based thesis repository information system at the Amal Ilmiah Yapis Wamena University. The method used is simulated prototyping. The results of this study show the prototype/prototype design in the form of a web-based thesis repository information system mockup as many as 7 (seven) mockup pages, including the login page, lecturer list, Lecturer data entry form, student list, student data entry form, repository list, and form. repository data entry.
LANGUAGE ATTITUDE AND SENTIMENT ANALYSES IN GETTING THE INSIGHTS TOWARDS COVID-19’S OMICRON VARIANT NEWS Vilya Lakstian Catra Mulia; Chairullah Naury; Ika Purnamasari; Libel Meiliana
Mahakarya: Jurnal Mahasiswa Ilmu Budaya Vol. 4 No. 1 (2023)
Publisher : IAIN Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22515/msjcs.v4i1.6613

Abstract

Omicron variant has been massively reported on Indonesian mass media following the spread of other previous variants during Covid-19 pandemic. This research combines computer science and linguistics to analyze the news on the variant. It implemented quantitative research using computational algorithm by collecting the titles of the news from Indonesian mainstream online mass media. Sentiment Analysis (SA) was applied to obtain the sentiments, opinion, and subjectivities of the texts along with topic modeling in classifying the topics. The words in the headline news titles were used as the data and grabbed by Python programming language. A criterion-based sampling was employed in to select the relevant data and to formulate the criteria in the research methodology. The results were filtered to ‘Omicron’ keyword for SA processing by the Azure Text Sentiment Analysis tool. The results of SA, as computational research, was then confirmed with Attitude Analysis (AA) from the perspective of Systemic Functional Linguistics. AA classified the words into affect, judgment, and appreciation as the attitude construed in English text. This research provides SA as the insights of Omicron issue. The presence of AA extracts the words into bipolar senses of human’s meaning interpretation. AA is important to straighten SA findings. SA has contextual meaning problem and requires study on its words classified in ‘neutral’ which are then confidently directed into positive or negative meanings by AA. It is found that there are different dynamics by SA and AA findings as they reflect particular meanings. Besides their difference, SA is useful for managing overload data into fast policy making whereas AA makes sure the acceptable meanings to people. In this case AA corrects the bias occurring from SA.
Aplikasi Registrasi Sosial Ekonomi (REGSOSEK) Kabupaten Hulu Sungai Tengah Berbasis PHP Dan MySQL Janeta, Raissa; Rafi'i, Muhammad; Naury, Chairullah
Indonesian Journal of Information Technology and Computing (IMAGING) Vol 4, No 2 (2024): 31 Desember 2024
Publisher : Politeknik Harapan Bangsa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52187/img.v4i2.156

Abstract

Badan Pusat Statistik adalah Lembaga Pemerintah Non Kementerian yang bertanggung jawab langsung kepada Presiden. Sebelumnya, BPS merupakan Biro Pusat Statistik, yang dibentuk berdasarkan UU Nomor 6 Tahun 1960 tentang Sensus dan UU Nomer 7 Tahun 1960 tentang Statistik. Sebagai pengganti kedua UU tersebut ditetapkan UU Nomor 16 Tahun 1997 tentang Statistik. Berdasarkan UU ini yang ditindaklanjuti dengan peraturan perundangan dibawahnya, secara formal nama Biro Pusat Statistik diganti menjadi Badan Pusat Statistik. Tujuan dari penelitian ini adalah untuk menyederhanakan dan meningkatkan efisiensi proses registrasi serta pengumpulan data sosial ekonomi masyarakat pada Badan Pusat Statistik Kabupaten Hulu Sungai Tengah. Metode pengumpulan data yang digunakan dalam penelitian ini adalah observasi, wawancara, dan studi pustaka. Metode yang digunakan penulis adalah metode SDLC model waterfall. Dengan adanya penelitian ini diharapkan dapat mempermudah dan memberikan data yang akurat dalam upaya meningkatkan kesejahteraan bagi masyarakat Kabupaten Hulu Sungai Tengah.
Pengembangan Aplikasi Navigasi Berbasis Android : Kalkulasi Back Azimuth dan Deteksi Deviasi Secara Realtime Axel, Rafael; Naury, Chairullah; Pantjarani, Ari
Indonesian Journal of Information Technology and Computing (IMAGING) Vol 4, No 2 (2024): 31 Desember 2024
Publisher : Politeknik Harapan Bangsa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52187/img.v4i2.240

Abstract

Navigation plays a crucial role in daily life, supporting human activities to explore the environment effectively. In the military field, navigation involves understanding terrain science, map orientation, resection, intersection, azimuth, back-azimuth, distance measurement, elevation, compass, and topographic map interpretation. These skills make navigation critical in defense and tactical operations, requiring high precision and quick mobility in dynamic combat environments. The use of traditional tools has proven inefficient in unfamiliar and complex terrains, thus necessitating a mobile and practical navigation application. The author designed an Android-based application focused on calculating back-azimuth and detecting user deviation in real-time. The methodology used is Rapid Application Development (RAD), involving planning, workshop design, and implementation stages. Through repeated collaboration with users, the application's requirements and design are refined to ensure alignment with user needs and organizational goals.
PERANCANGAN SISTEM INFORMASI REKAM MEDIS KHUSUS KLINIK GIGI NAJWA DENTAL CLINIC MENGGUNAKAN METODE RAPID APPLICATION DEVELOPMENT: DEVELOPMENT OF MEDICAL RECORD INFORMATION SYSTEM FOR NAJWA DENTAL CLINIC USING RAPID APPLICATION DEVELOPMENT METHOD Naury, Chairullah; Prananingrum, Ratih
Intan Husada : Jurnal Ilmiah Keperawatan Vol. 13 No. 01 (2025): Vol. 13 No.1 , Januari 2025
Publisher : Politeknik Insan Husada Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52236/ih.v13i1.603

Abstract

Abstrak Pendahuluan. Pertumbuhan teknologi informasi telah mengubah lanskap praktik medis, termasuk dalam pengelolaan rekam medis klinik gigi. Dalam era digital saat ini, klinik gigi dituntut pula untuk meningkatkan efisiensi dan akurasi dalam menyediakan layanan kesehatan gigi kepada pasien. Klinik gigi Najwa Dental Clinic merupakan salah satu fasilitas pelayanan kesehatan yang memerlukan sistem informasi untuk mengelola data riwayat medis pasien secara elektronik. Untuk memenuhi kebutuhan tersebut, perlu dikembangkan perangkat lunak atau sistem informasi rekam medis khusus klinik gigi yang dapat mempermudah di dalam pengelolaan data riwayat medis pasien. Tujuan. Penelitian ini memiliki tujuan untuk mengembangkan perangkat lunak atau sistem informasi rekam medis khusus untuk klinik gigi sehingga pengelolaan data riwayat medis pasien dapat dikelola dengan baik secara elektronik. Metode. Penelitian ini menggunakan metode Rapid Application Development (RAD) dalam pengembangan perangkat lunaknya dan menggunakan bahasa pemrograman PHP serta basis data MySQL. Hasil. Penelitian ini menghasilkan perangkat lunak atau sistem informasi rekam medis khusus klinik gigi yang dapat diimplementasikan di Najwa Dental Clinic. Kesimpulan. Sistem informasi rekam medis khusus klinik gigi dapat dikembangkan menggunakan metode Rapid Application Development (RAD) dan memanfaatkan bahasa pemrograman PHP dengan basis data MySQL sesuai hasil analisis perencanaan kebutuhan. Kata kunci: sistem informasi rekam medis, klinik gigi, rapid application development, php
The Development of Lecture Schedule System in Politeknik Harapan Bangsa Surakarta: Pengembangan Sistem Jadwal Perkuliahan di Politeknik Harapan Bangsa Surakarta Rohmawati, Dewi; Pantjarani, Ari; Naury, Chairullah
RADIANT: Journal of Applied, Social, and Education Studies Vol. 4 No. 1 (2023): RADIANT: Journal of Applied, Social, and Education Studies
Publisher : Politeknik Harapan Bangsa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52187/rdt.v4i1.138

Abstract

Politeknik Harapan Bangsa Surakarta (Polhas) is one of the colleges in Surakarta city. This college has lecturer and staff to help the students. The duties of this staff are to arrange the classes schedule and the duties of the lecturer is carrying out the learning require a schedule to be able and find out what courses are taught. This college are required to have a Lecture Schedule System in addition to avoid collisions between teaching hour and lecture room. Another reason is to regulate learning and run effectively and efficient. Polhas has an online lecture schedule system but there are several features that must be improved, added, and removed to the system. Finally, the college can reuse the system as much as possible. Based in the background study the researcher finds the formulation of the problem is How to develop a classes schedule for Polhas which originally already exist and can be used by the campus with the latest feature. The limitations of the problem made by the researcher in the form of room classes and hour, parties in needed (admin, lecture and student) and a system made by online. To develop the schedule lecturer is using the PHP programming language and SQL database.
The Design of Student Service Information System to Print Grade Transcripts in the Industrial Engineering Study Program in Universitas Sebelas Maret Surakarta: Perancangan Sistem Informasi Pelayanan Mahasiswa Cetak Transkrip Nilai Di Program Studi Teknik Industri Universitas Sebelas Maret Surakarta Hariyanto, Agus; Naury, Chairullah; Santosa, Eka Budhi
RADIANT: Journal of Applied, Social, and Education Studies Vol. 4 No. 3 (2023): RADIANT: Journal of Applied, Social, and Education Studies
Publisher : Politeknik Harapan Bangsa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52187/rdt.v4i2.139

Abstract

The student service system at Universitas Sebelas Maret Surakarta (UNS), especially the print transcript of grades currently running, students can apply through three methods. The first method is done by filling out an application for a printed transcript. The second method is to use the Whatsapp application. The third method is done by using E-mail. Due to the large number of media used to apply for printed transcripts, the administrative unit of the study program cannot process all requests for print transcripts quickly. Sometimes there is a request to print a grade transcript that is not processed because the request data is overwritten with the new request data, so it is not readable by the study program administration unit. Based on the description of the background, it can be formulated that the problem to be solved in this research is "How to design a student service information system for printing transcripts in the Industrial Engineering study program of UNS". Limitations The problem that the author discusses in the study focuses more on the process of applying for transcripts of grades in the scope of the Industrial Engineering study program of UNS. The method used to design an information system for the print out of transcripts is using the System Development Life Cycle (SDLC) with the Waterfall model. The programming language used to design an information system for printing transcripts is PHP Native and MySQL database as data storage media. With the design of the information system for the application of printed transcripts, it is hoped that it can improve the quality of service to students, especially in the scope of the Industrial Engineering study program of UNS.
Designing an Information System for Recording Incoming and Outgoing Goods at the Warehouse of the Engineering Faculty, Universitas Sebelas Maret, Surakarta: Perancangan Sistem Informasi Pencatatan Barang Masuk Dan Barang Keluar Pada Gudang Fakultas Teknik Universitas Sebelas Maret Surakarta Mudakir, Mudakir; Naury, Chairullah; Santosa, Eka Budhi
RADIANT: Journal of Applied, Social, and Education Studies Vol. 4 No. 3 (2023): RADIANT: Journal of Applied, Social, and Education Studies
Publisher : Politeknik Harapan Bangsa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52187/rdt.v4i2.144

Abstract

The Faculty of Engineering, Universitas Sebelas Maret (UNS) in service activities for students requires consumables stored in the warehouse of the Faculty of Engineering, UNS. Every month a document recapitulation is carried out to control the circulation that occurs in the warehouse of the UNS Faculty of Engineering. The document recap system still uses the manual method, namely by recording incoming and outgoing goods to the ledger. Data from the general ledger is copied into the Microsoft Excel application to create a circulation report. The current manual system still has human errors that often occur, such as missing or tucked records of incoming and outgoing goods. This has an impact on when recapitulating the results of the information data obtained is less accurate. Based on the description of the background above, it can be formulated the problem to be solved in this study is "How to design an Information System for Recording Incoming and Outgoing Goods in the Warehouse of the Faculty of Engineering UNS". Limitations The problem that the author discusses in the study focuses more on the process of recapitulating incoming and outgoing goods data, as well as making reports on the circulation of goods within the UNS Faculty of Engineering. The method used to design an information system for recording goods data uses the Software Development Life Cycle (SDLC) with the Waterfall model. The programming language used to design an information system for recording data items is PHP Native and MySQL database as a data storage medium. With the design of this item data recording information system, it is hoped that it will make it easier for the head of the warehouse in terms of ordering goods in accordance with the stock data in the warehouse of the Faculty of Engineering, UNS.
Designing Information System of Website-Based Presence for Online Seminar in Postgraduate School of Universitas Sebelas Maret Surakarta: Perancangan Sistem Informasi Presensi Berbasis Website Untuk Kegiatan Seminar Online Di Sekolah Pascasarjana Universitas Sebelas Maret Surakarta Purwanto, Joko; Naury, Chairullah; Pantjarani, Ari
RADIANT: Journal of Applied, Social, and Education Studies Vol. 4 No. 3 (2023): RADIANT: Journal of Applied, Social, and Education Studies
Publisher : Politeknik Harapan Bangsa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52187/rdt.v4i3.145

Abstract

The problem faced in conducting online seminars at the Postgraduate School of Sebelas Maret University Surakarta (UNS) is the difficulty of recording the attendance of online seminar participants. Currently, the process of recording attendance data for online seminar participants is done using the Google Form application. The use of Google Forms for data collection of seminar participants is considered inefficient. This is because the online seminar committee is still copying data from the Google Form to be compiled into a report on the implementation of the online seminar. Based on the description of the background above, it can be formulated the problem to be solved in this research is "How to design a website-based attendance information system for online seminar activities at the UNS Graduate School". Limitations The problem that the author discusses in this study focuses more on the process of recording attendance data for online seminars organized by the UNS Graduate School. The method used to design a presence information system using the System Development Life Cycle (SDLC) with the Waterfall model. The programming language used in designing the presence information system is PHP Native, while the MySQL database is used for data storage. It is hoped that with the design of this attendance information system, it can help organizers of online seminars at the UNS Graduate School, both at national and international levels, to facilitate the process of taking attendance of seminar participants.