Articles
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
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DOI: 10.30865/mib.v5i1.2556
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
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DOI: 10.54259/satesi.v2i1.682
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
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DOI: 10.22515/msjcs.v4i1.6613
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.
Design of a Web-Based Fashion Product Marketing Information System (Case Study on Eny Polokarto Convection)
Saputri, Bela;
Naury, Chairullah;
Pantjarani, Ari
Indonesian Journal of Information Technology and Computing (IMAGING) Vol 2, No 2 (2022): 31 Desember 2022
Publisher : Politeknik Harapan Bangsa Surakarta
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DOI: 10.52187/img.v2i2.30
The design of a website-based marketing information system at Eny Convection is the result of the author's daily observations as one of the worker of the Eny Convection Industry. Eny Convection is a home industry that is engaged in manufacture and sell fashion and its needs. A bussiness cannot be separated from marketing, which is a way to attract people's attention to a bussiness or product. Eny Convection it is only done through social media, it becomes an obstacle at Eny Convection that often customers have difficulty in finding information, and often curtomers experience disappointment because when looking for inventory quantities are not available. The purpose of this research is to create on online application that will be built by Eny Convection with data colection used bt interview, obserevation, documentation library research. Eny Convection product marketing which is producted with the concept of PHP (Personal Home Page). The results of the marketing are that the development system uses the waterfall system method, the system design Deamwevawer application or Sublime Text and MySQL as a database to improve the marketing Konveksi Eny. The conclusion of this research is that it able to improve marketing at Eny Convection in more professional way to market product and make it easier for customers to find product information available at Eny Convection.
Perancangan Sistem Informasi Penyewaan Mobil CV. Madjoe 58 Area Solo Raya Menggunakan Framework Code Igniter
Ardhiansyah, Hananto;
Tri Wibowo, Kresno Ario;
Naury, Chairullah
Indonesian Journal of Information Technology and Computing (IMAGING) Vol 4, No 1 (2024): 30 Juni 2024
Publisher : Politeknik Harapan Bangsa Surakarta
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DOI: 10.52187/img.v4i1.210
Sistem informasi sudah menjadi bagian penting dalam dunia bisnis, termasuk dalam bidang rental mobil. CV. Madjoe 58 sebagai pelaku dalam bidang penyewaan mobil juga harus mengikuti perkembangan zaman. Model yang digunakan yaitu Waterfall. Penelitian ini bertujuan untuk meningkatkan kualitas dan meningkatkan pengelolaan operasional dikarenakan masih menggunak metode lama yaitu dengan cara ditulis tangan. Sistem yang akan digunakan yaitu berbasis website, dikarenakan website lebih mudah digunakan serta mudah diakses oleh semua orang. Sistem ini memungkinkan pelanggan untuk melakukan pemesanan mobil secara online, melihat ketersediaan mobil, serta mengatur tanggal dan waktu pengambilan dan pengembalian mobil. Untuk menggembangka website tersebut kami menggunakan Framework CodeIgniter untuk mengoptimalkan proses operasional dan meningkatkan pengalaman pelanggan. Sistem informasi Rental mobil CV. Madjoe 58 mampu meningkatkan efisiensi proses operasional, mempermudah manajemen, serta memberikan kenyamanan bagi pelanggan untuk memilih mobil.
Sistem Informasi Jadwal Pemeliharaan Dan Perbaikan Perangkat Komputer Berbasis Online Di Laboratorium SMP Negeri 20 Surakarta
Yuwanto, Wahyu;
Pantjarani, Ari;
Naury, Chairullah
Indonesian Journal of Information Technology and Computing (IMAGING) Vol 4, No 1 (2024): 30 Juni 2024
Publisher : Politeknik Harapan Bangsa Surakarta
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DOI: 10.52187/img.v4i1.263
The SMK N 20 Surakarta Laboratory currently needs an application program for an online scheduling system to make the work of laboratory technician staff easier. Management of current maintenance and repair schedule data still uses manual recording. Manual recording has the weakness of being easily damaged due to exposure to water and tearing. In addition, the double recording model from the general ledger to Microsoft Excel takes a lot of time, causing delays in maintenance and repair schedules for computer equipment. Based on these problems, the researcher proposes to design an online-based maintenance and repair schedule information system at SMP N 20 Surakarta through this research. The aim of this research is to design a scheduling information system that is real time and can be accessed from anywhere. Researchers used the SDLC (System Development Life Cycle) method in the process of developing a maintenance and repair schedule information system. The programming language used is PHP and MySQL database. With the existence of an online-based maintenance and repair schedule information system, it is hoped that maintenance of computer equipment in the SMP N 20 laboratory will not be hampered.
Rancang Bangun Sistem Informasi Absensi TKPK Berbasis Web Di Kecamatan Jebres Surakarta
Widiani, Ida;
Naury, Chairullah;
Pantjarani, Ari
Indonesian Journal of Information Technology and Computing (IMAGING) Vol 4, No 1 (2024): 30 Juni 2024
Publisher : Politeknik Harapan Bangsa Surakarta
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DOI: 10.52187/img.v4i1.111
Absensi pada Kantor Kecamatan Jebres merupakan kegiatan yang dilakukan setiap hari oleh para karyawan untuk menghitung jumlah waktu kehadiran dan jumlah izin karyawan tenaga kontrak perjanjian kerja (TKPK) serta berguna untuk mengukur tingkat kedisiplinan dan kinerja karyawan tersebut. Sistem absensi tenaga kontrak perjanjian kerja (TKPK) di Kantor Kecamatan Jebres ini masih menggunakan Microsoft Excel atau secara manual, namun cara tersebut kurang efektif dan efisien, oleh karena itu untuk mempermudah proses pembuatan laporan diperlukan aplikasi sistem informasi absensi Tenaga Kontrak Perjanjian Kerja (TKPK) berbasis web untuk karyawan supaya data yang disimpan lebih aman dan tersusun rapi atau terorganisir sehingga tidak ada kemungkinan terjadinya data absensi yang hilang atau kecurangan. Pengembangan pada sistem yang dibangun menggunakan metode Software Development Life Cycle (SDLC) dan perancangan sistem menggunakan Data Flow Diagram (DFD) lalu menggunakan Entity Relationship Diagram (ERD) untuk menyusun database dan bahasa pemrograman yang digunakan adalah PHP dengan Framework CodeIgniter serta basis data menggunakan MySQL. Dengan alasan di atas maka penulis mencoba untuk memecahkan masalah dengan membuatkan suatu aplikasi sistem informasi absensi tenaga kontrak perjanjian kerja (TKPK) berbasis web yang akan mencatat data dan daftar kehadiran karyawan, waktu kedatangan, waktu pulang, yang dibuat secara sistematis dan terkomputerisasi dengan metode Software Development Life Cycle (SDLC), sehingga sistem yang dibangun ini dapat mengganti sistem lama yang proses pencatatan kehadiran karyawan tenaga kontrak perjanjian kerja (TKPK) masih menggunakan excel atau secara manual. Tujuan mengganti sistem lama bagi karyawan adalah dapat menghemat waktu tanpa perlu datang ke kantor dan biaya. Selain untuk meningkatkan kedisiplinan para karyawan diharapkan aplikasi ini juga dapat berdampak pada meningkatnya kinerja para karyawan.
Sistem Informasi Manajemen Aset Berbasis Web di Koperasi Simpan Pinjam Syariah Sarana Aneka Jasa
Nuirlita, Marselia Windi;
Hastomo, Mursid Dwi;
Naury, Chairullah
Indonesian Journal of Information Technology and Computing (IMAGING) Vol 4, No 1 (2024): 30 Juni 2024
Publisher : Politeknik Harapan Bangsa Surakarta
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DOI: 10.52187/img.v4i1.118
Sistem informasi manajemen aset barang berbasis web dibuat untuk membantu Koperasi Simpan Pinjam Syariah Sarana Aneka Jasa dalam mengelola data aset barang. Saat ini, instansi tersebut memiliki kendala dalam pengolahan data aset barang (inventaris) yaitu sering terjadi kesalahan karena masih dilakukan dengan cara pencatatan di Microsoft Excel. Hal ini tentu saja menimbulkan masalah, diantaranya membutuhkan waktu yang lama dan memungkinkan terjadinya duplikasi data barang. Pencetakan laporan data yang tidak berurutan juga menyebabkan pimpinan kesulitan untuk melihat detail aset barang yang masuk dan aset barang yang keluar. Hal ini tentu saja berdampak buruk bagi perkembangan perusahaan. Penulis menggunakan metode SDLC (System Development Life Cycle) dalam proses pengembangan sistem dan bahasa pemrograman PHP (Hypertext Prepocessor) serta menggunakan database MySQL. Sistem yang penulis rancang diharapkan dapat menghasilkan sebuah aplikasi yang dapat mencatat data persediaan barang pada Koperasi Simpan Pinjam Syariah Sarana Aneka Jasa agar lebih efisien dan dapat diakses melalui web sehingga pimpinan dapat langsung mengetahui keluar masuknya barang.
Perancangan Sistem Informasi Pengelolaan Parkir Di Fakultas Keguruan Dan Ilmu Pengetahuan Universitas Sebelas Maret Surakarta
Cahyanto, Yudi Adi;
Naury, Chairullah;
Hastomo, Mursid Dwi
Indonesian Journal of Information Technology and Computing (IMAGING) Vol 4, No 1 (2024): 30 Juni 2024
Publisher : Politeknik Harapan Bangsa Surakarta
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DOI: 10.52187/img.v4i1.100
The problems that are often encountered in conventional parking systems include the unavailability of complete, informative and interactive parking information. The manual parking system usually uses two ticket papers for each vehicle, where one ticket paper is held by the vehicle owner and the other ticket paper is installed in the vehicle. If the ticket paper in the owner's vehicle is lost or someone who is not responsible deliberately exchanges the ticket paper, chaos will occur and of course this is the responsibility of the parking attendant. This manual parking system is considered less effective because it consumes energy and time. Based on the description of the background mentioned above, it can be formulated that the problem to be solved in this study is "How to design a Parking Management Information System at the Teaching and Education Faculty (FKIP) Sebelas Maret University Surakarta (UNS)". Boundary The problem that the author discusses in this study focuses more on parking management at FKIP UNS. This designed system can manage parking fees and also print parking tickets. The method used for system development uses the Software Development Life Cycle (SDLC) with the Waterfall model. The programming language used is PHP Native and MySQL database.
Perancangan Sistem Informasi Penjurnalan Karyawan Tenaga Kontrak Perjanjian Kerja (TKPK) di Kantor Kecamatan Jebres
Adz Dzaky, Mudafiul Haq;
Naury, Chairullah;
Triwibowo, Kresno Ario
Indonesian Journal of Information Technology and Computing (IMAGING) Vol 4, No 1 (2024): 30 Juni 2024
Publisher : Politeknik Harapan Bangsa Surakarta
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DOI: 10.52187/img.v4i1.107
Penjurnalan di Kantor Kecamatan Jebres adalah kegiatan yang dilakukan oleh karyawan tenaga kontrak perjanjian kerja (TKPK) setiap akhir tahun untuk mencatat seluruh kegiatan yang telah mereka lakukan selama 1 tahun, dan juga dapat digunakan sebagai bahan evaluasi kinerja dari karyawan tenaga kontrak perjanjian kerja (TKPK) tersebut. Penjurnalan adalah kegiatan pencatatan seluruh transaksi yang terjadi, atau biasa disebut penjurnalan kegiatan karyawan tenaga kontrak perjanjian kerja (TKPK) di Kantor Kecamatan Jebres saat ini masih menggunakan aplikasi Ms.Word atau ditulis secara manual di buku folio, cara tersebut tentu kurang efektif di era serba online saat ini, oleh karena itu untuk mempermudah dalam proses pencatatan kegiatan diperlukan aplikasi sistem informasi penjurnalan untuk karyawan tenaga kontrak perjanjian kerja (TKPK) supaya data langsung disimpan pada database online sehingga meminimalisir kemungkinan terjadinya kehilangan data. Pengembangan pada sistem yang dirancang menggunakan metode Software Development Life Cycle (SDLC) dan sistem yang dirancang menggunakan Data Flow Diagram (DFD), lalu menggunakan Entity Relationship Diagram (ERD) untuk menyusun database, bahasa pemrograman yang digunakan adalah bahasa PHP Native serta basis data MySQL. Dengan kasus tersebut maka penulis mencoba untuk memecahkan masalah dengan merancang sebuah aplikasi sistem informasi penjurnalan berbasis web yang digunakan untuk mencatat seluruh kegiatan karyawan secara sistematis dan terkomputerisasi, sehingga mempermudah proses pencatatan karyawan tenaga kontrak perjanjian kerja (TKPK) yang selama ini masih menggunakan Ms.Word atau secara tulis manual.