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KLASIFIKASI BIBLIOGRAFI OTOMATIS MENGGUNAKAN C4.5 DAN INFORMATION GAIN AKBAR, MUHAMMAD NUR
Jurnal INSTEK (Informatika Sains dan Teknologi) Vol 6 No 1 (2021): APRIL
Publisher : Department of Informatics Engineering, Faculty of Science and Technology, Universitas Islam Negeri Alauddin, Makassar, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (426.099 KB) | DOI: 10.24252/instek.v6i1.18636

Abstract

Permasalahan yang dibahas pada penelitian ini mengenai klasifikasi bibliografi. Klasifikasi dilakukan dengan memproses data-data dari berbagai sumber referensi yang diberikan. Metode yang diterapkan dalam pengklasifikasian adalah C4.5 dengan sebelumnya dilakukan beberapa tahap preprocessing. C4.5 yang digunakan untuk proses text mining karena memiliki akurasi dan kecepatan yang sangat tinggi dengan algoritma yang sederhana. Digunakan pula Information Gain untuk evaluasi atribut yang dipilih dalam mengklasifikasikan dokumen.Kata Kunci: Text mining, C.45, bibliography, feature selection, Information Gain  
INFORMATION GAIN UNTUK MENGETAHUI PENGARUH ATRIBUT TERHADAP KLASIFIKASI PERSETUJUAN KREDIT Maulana, Much. Rifqi; Al Karomi, M. Adib
JURNAL LITBANG KOTA PEKALONGAN Vol 9 (2015)
Publisher : BAPPEDA Kota Pekalongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1092.142 KB)

Abstract

KREDIT MERUPAKAN SEBUAH PERILAKU EKONOMI YANG BANYAK DILAKUKAN OLEH MASYARAKAT MODERN. PERSETUJUAN KREDIT DAPAT MEMBANTU MASYARAKAT UNTUK MENDAPATKAN PINJAMAN SEJUMLAH UANG GUNA MEMBELI SUATU BARANG YANG UMUMNYA TIDAK DAPAT TERJANGKAU DENGAN PEMBAYARAN KONTAN. BANYAKNYA KRITERIA YANG DIAJUKAN OLEH PIHAK BANK ATAU PIHAK PENYEDIA DANA PADA UMUMNYA BERFUNGSI UNTUK MENYARING DATA NASABAH YANG NANTINYA DINYATAKAN LAYAK DIBERIKAN KREDIT ATAUPUN TIDAK. SEMAKIN BANYAK KRITERIA ATAU ATRIBUT YANG DIGUNAKAN TIDAK AKAN MENJAMIN KEAKURATAN KLASIFIKASI PERSETUJUAN KREDIT. BEBERAPA ATRIBUT YANG TIDAK BERPENGARUH JUSTRU AKAN MEMBUAT HASIL KLASIFIKASI MENJADI KURANG AKURAT. USAHA UNTUK MENGETAHUI BERAPA BESAR PENGARUH SEBUAH ATRIBUT DALAM KLASIFIKASI BANYAK DILAKUKAN OLEH PENELITI. SALAH SATUNYA MENGGUNAKAN TEKNIK DATA MINING. DALAM TAHAP PRE PROCESSING DATA MINING SALAH SATU YANG BANYAK DIGUNAKAN ADALAH SELEKSI FITUR. BEBERPA TEKNIK SELEKSI FITUR BERHASIL UNTUK MENINGKATKAN AKURASI KLASIFIKASI DATA MINING. DALAM PENELITIAN INI AKAN DILAKUKAN SELEKSI FITUR MENGGUNAKAN ALGORITMA INFORMATION GAIN UNTUK MENGETAHUI PENGARUH ATRIBUT TERHADAP KLASIFIKASI PERSETUJUAN KREDIT.
PEMETAKAN SENTRA USAHA MENENGAH KECIL BATIK MENGGUNAKAN APLIKASI GEOGRAPHIC INFORMATION SYSTEM (GIS) BERBASIS WEB DI KOTA PEKALONGAN Ilyas, Agus; Jumiati, Eny; B, Hari Agung
JURNAL LITBANG KOTA PEKALONGAN Vol 13 (2017)
Publisher : BAPPEDA Kota Pekalongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (990.061 KB)

Abstract

Penyajian informasi sentra Usaha Kecil Menengah (UKM) di Kota Pekalongan saat ini dilakukan dengan media brosur, spanduk, reklame dan website. Selain website, media promosi tersebut hanya bisa dilihat ketika pengunjung yang sudah berada di lokasi. Sedangkan media website yang saat ini digunakan penyajiannya masih berbasis teks dan dan belum menyajikan informasi yang lengkap tentang sentra UKM yang ada di Kota Pekalongan. Belum adanya media informasi tersebut, tentunya menjadi permasalahan bagi wisatawan atau pengunjung untuk mendapatkan informasi yang akurat, tepat waktu dan relevan tentang sentra UKM yang akan dikunjungi. Penelitian ini bermaksud untuk mendukung penyelesaian atas kendala-kendala yang ada melalui Pemanfaatan Geograpical Information System (GIS) untuk pemetakan website di Kota Pekalongan. Dengan adanya Website berbasis GIS tersebut, akan memudahkan wisatawan atau pengunjung maupun masyarakat untuk mendapatkan informasi tentang sentra UKM secara akurat, tepat waktu dan relevan serta memudahkan bagi instansi terkait dalam memperbarui informasi tentang sentra UKM yang ada di Kota Pekalongan. Dengan menyajikan Website barbasis GIS untuk mengenalkan sentra UKM di Kota Pekalongan diharapkan akan dapat memberikan dampak yang positif terhadap sektor UKM khususnya batik di Kota Pekalongan.
Perbandingan Jenis TF terhadap Hasil Evaluasi Information Retrieval Hendra Suputra, I Putu Gede; Prebiana, Kiki Dwi; Gorianto, Frisca Olivia
JELIKU (Jurnal Elektronik Ilmu Komputer Udayana) Vol 8 No 2 (2019): Jeliku Volume 8 No 2, November 2019
Publisher : Informatics Department, Faculty of Mathematics and Natural Sciences, Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/JLK.2019.v08.i02.p13

Abstract

Pada sebuah sistem temu kembali,salah satu cara untuk mencari kesamaan antara query dengan dokumen adalah dengan menggunakan Term Frequency – Inverse Document Frequency atau TF-IDF. TF yang umum digunakan adalah langsung menggunakan jumlah term frequency padahal banyak jenis TF lainnya yang dapat dikombinasikan dengan IDF. Penelitian ini akan mengkombinasikan 4 jenis TF, yaitu Natural TF, Normalization/max TF, Logaritma TF, dan Boolean TF dengan tujuan untuk mencari jenis TF mana yang lebih baik setelah dikombinasikan dengan IDF. Hasil penelitian menunjukkan bahwa.Logaritma TF adalah yang terbaik dengan nilai F-measure sebesar 0,00662. Keywords: TF-IDF, Natural TF, Normalization TF, Logaritma TF, Boolean TF
Implementation of Feature Selection using Information Gain Algorithm and Discretization with NSL-KDD Intrusion Detection System Putra, Dharma; Kadnyanana, I Gusti Agung Gede Arya
JELIKU (Jurnal Elektronik Ilmu Komputer Udayana) Vol 9 No 3 (2021): JELIKU Volume 9 No 3, Februari 2021
Publisher : Informatics Department, Faculty of Mathematics and Natural Sciences, Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/JLK.2021.v09.i03.p06

Abstract

Feature selection is one of the research on data mining for datasets that have relatively many attributes. Eliminating some attributes that are irrelevant to the label class will be able to improve the performance of the classification algorithm. The Information Gain algorithm is one of the algorithms for searching for features that are irrelevant to the label class. This algorithm uses wrapper techniques to eliminate irrelevant attributes. This research aims to implement feature selection using the Information Gain algorithm against the NSL KDD intrusion detection dataset which has a large number of relative attributes. The dataset of the selected attribute will be performed by a classification algorithm so that an attribute reduction can improve the compute process and improve the accuracy of the algorithm model used.
ANALISIS KINERJA RIP (ROUTING INFORMATION PROTOCOL) UNTUK OPTIMALISASI JALUR ROUTING Tresna Wijaya, Kadek Chandra
JELIKU (Jurnal Elektronik Ilmu Komputer Udayana) Volume 1 No 1 - Agustus 2012
Publisher : Informatics Department, Faculty of Mathematics and Natural Sciences, Udayana University

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Abstract

Jaringan adalah sekumpulan alat komunikasi yang saling terhubung satu sama lainnya. Seiring dengan berjalannya waktu jaringan komputer berkembang sangat pesat. Saat ini hamper semua instansi pemerintahan membutuhkan jaringan untuk melakukan komunikasi serta pertukaran informasi. Dalam melakukan pertukaran informasi tentunya akan sering mengalami suatu permasalahan komunikasi seperti time-out ,data yang dikirimkan lambat, rusak dan bahkan tidak sampai ke tujuan karena rute yang dilalui oleh paket data yang dikirimkan terlalu jauh. Untuk mengoptimalkan kinerja router dalam mengalami status tersebut, perlu dipergunakan metode routing yang tepat. Routing Information Protocol (RIP) merupakan sebuah routing protocol yang mampu memberikan jalur rute terpendek serta rute terbaik yang dapat dilalui oleh suatu paket data yang dikirimkan sehingga dapat menghemat penggunaan bandwith, karena hop tujuan dapat dicapai dengan cepat. RIP menggunakan teknologi distance vector karena sangat efisien dalam proses pengiriman update informasi rute. Kemampuan ini membuat RIP menjadi sebuah routing protocol yang sangat stabil untuk interior routing, akan tetapi terdapat beberapa hal penting yang perlu diperhatikan dalam mengimplementasikan RIP.Hal yang perlu diperhatikan dalam penelitian untuk mengetahui bagaimana kinerja RIP dalam mengoptimalkan kinerja jaringan yaitu, ping time request, angka time to live (TTL), Shortest Path, serta waktu konvergensi dari sebuah router dalam melakukan pembaharuan informasi routing.Berdasarkan hasil penelitian yang telah dilakukan, kecepatan waktu konvergensi rata-rata dibawah 30 detik dalam pembaharuan informasi routing, RIP mampu mengoptimalkan kinerja jaringan.
Pengaruh Anggaran Partisipasi, Budaya Organisasi, Pemahaman GCG terhadap Job Relevant Information dan Komitmen Organisasi Dampaknya Terhadap Kinerja Manajerial Sujoko, *
DiE: Jurnal Ilmu Ekonomi dan Manajemen Vol 5 No 3 (2009)
Publisher : Program Doktor Ilmu Ekonomi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30996/die.v5i3.74

Abstract

The main objective of the study is to examined the effect of budget participation, organization culture, perception of GCG on job relevant information and organizational commitment thats impact to managerial performance. This study is to examined Goal Setting Theory, Contingency Theory, Agency Theory, and Behaviour Organization Theory. As much as 330 retail business as a sample  of this study. The result of this study show that budget participation is significant effect on job relevant information, budget participation is significant effect on organization commitment, budget participation is significant effect on managerial commitment, organization culture is significant effect on organization commitment, organization commitment is significant effect on managerial performance, organization culture is significant effect on managerial performance, perception of GCG is significant effect on job relevant information and perception of GCG is significant effect on organization commitment. Job relevant information is not significant effect on managerial performance, organization culture  is not significant effect on job relevant information and perception of GCG is not significant effect on managerial performance. Key Word :    Good Corporate Governance, Job Relevant Information, Retail Business
PENERAPAN EDUCATION MANAGEMENT INFORMATION SYSTEM (EMIS) DI LEMBAGA PENDIDIKAN KEAGAMAAN DAN PONDOK PESANTREN PADA KANTOR KEMENTERIAN AGAMA KOTA MAKASSAR Rasdiana Sina; Fatmawati Fatmawati; Abdul Mahsyar
JPPM: Journal of Public Policy and Management Vol 1, No 1 (2019): JPPM: Journal of Public Policy and Management
Publisher : Program Magister Ilmu Administrasi Publik, Universitas Muhammadiyah Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26618/jppm.v1i1.2704

Abstract

This study aimed to determine the implementation of the Education Management Information System (EMIS) at the Islamic boarding schools of Makassar Ministry of Religion Affairs. This research was a qualitative research. The data collection techniques were conducted by observation, in-depth interviews, and documentation. This research consisted of 4 indicators, namely the human resources component by measuring internal factors consisting of attitude, skill, and knowledge, which the three benchmarks were sufficiently fulfilled. The human resources external factors with the first indicator of work tools had not been maximized.; the second, the  supporting work resources included adequate funds and supporting infrastructure; the third was coworkers which were sufficiently well to be implemented.The hardware resources componets were still found to be not fully supportive and adequate. The software resources components, in terms of processes and computer programs that support EMIS, were sufficiently well implemented. Data resources in the implementation of EMIS were seen from 3 sub indicators, namely the data category, the timeliness of data collection, and the rules in the data collection process where the three elements were sufficiently well conducted by the EMIS operators. Supporting factors that support the implementation of EMIS consisted of the first, the role of the leaders by coordinating activities was sufficiently well implemented. Second, understanding of the EMIS program, the operators of the institution were sufficiently understood about EMIS inhibiting factors. The financing component had not been managed properly which had resulted in the existing funds not being used optimally to support the EMIS. Whereas in terms of operator quality, it can be seen from two elements, namely training and disciplinary institutions that were not yet sufficiently supportive, so that there was a need for improvements in education and training for EMIS operators in institutions, as well as in the discipline of institutions in presenting data collection results.
THE WINDOW INFORMATION FOR INVESTOR ON ACCOUNTING PROFIT FORECASTING Ratna Wijayanti Daniar Paramita
JURNAL TERAPAN MANAJEMEN DAN BISNIS Vol 3, No 2 (2017): Volume 3 Number 2 (2017)
Publisher : STKIP Singkawang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26737/jtmb.v3i2.315

Abstract

This study aimed to obtain empirical evidence, examine and explain he factors (leverage, persistence, growth, size and beta) that affect informativeness of earnings and its application in the financial statements at Manufacturing Companies listed in the Indonesia Stock Exchange 2013-2016. Research on the relationship between stock returns within come to determine the extent of their relationship are many who use earnings figures as the dependent variable regressed with stock returns as the independent variables are calculated by different methods. This method measures the magnitude of abnormal stock returns in response to the expected components of a company's reported earnings by using Earning Response Coefficient (ERC). Plan for data analysis in this study will be conducted using Path Analysis with analysis application of Moment Structure (AMOS).Conclusions of this study is significant influence of Leverage, Persistence profit and growth to Informativeness of earnings, either directly or through intervening variables Size and Beta.
Implementation of Regional Development Information System (SIPD) in Increasing Coordination of Regional Development frans dione
Jurnal Kebijakan Pemerintahan Jurnal Kebijakan Pemerintahan, Volume 3, Nomor 1, Tahun 2020
Publisher : Fakultas Politik Pemerintahan IPDN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33701/jkp.v3i1.1061

Abstract

The success of the development is determined by the coordination between the central and regional governments, coordination that needs to be supported by accurate information. The main objective of this research is to study and discuss how to implement the Regional Development Information System (SIPD) in enhancing regional development coordination, in addition to studying and discussing what supports SIPD implementation in increasing regional development in Bengkulu City. This research method is descriptive qualitative with an inductive discussion. Data collected through observation, interviews, and documentation. Data were analyzed through data reduction, data presentation, and conclusion concluded. The results showed that the implementation of the Regional Development Information System (SIPD) was in accordance with applicable regulations. SIPD on SIPD implementation on SIPD implementation which can be seen from the level of SIPD representation in Bengkulu city. In addition, there are not yet maximum implementing regulations related to licensing for the person in charge of SIPD to increase the level of licensing in data filling. Suggestions from this research include the need for the Mayor's commitment to implementing the SIPD program. The City Government needs to approve regulations related to government regulations for Agency Agencies that do not support the SIPD program.

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