276 research outputs found
A new classification technique based on hybrid fuzzy soft set theory and supervised fuzzy c-means
Get PDFRecent advances in information technology have led to significant changes in today‟s
world. The generating and collecting data have been increasing rapidly. Popular use
of the World Wide Web (www) as a global information system led to a tremendous
amount of information, and this can be in the form of text document. This explosive
growth has generated an urgent need for new techniques and automated tools that can
assist us in transforming the data into more useful information and knowledge. Data
mining was born for these requirements. One of the essential processes contained in
the data mining is classification, which can be used to classify such text documents
and utilize it in many daily useful applications. There are many classification
methods, such as Bayesian, K-Nearest Neighbor, Rocchio, SVM classifier, and Soft
Set Theory used to classify text document. Although those methods are quite
successful, but accuracy and efficiency are still outstanding for text classification
problem. This study is to propose a new approach on classification problem based on
hybrid fuzzy soft set theory and supervised fuzzy c-means. It is called Hybrid Fuzzy
Classifier (HFC). The HFC used the fuzzy soft set as data representation and then
using the supervised fuzzy c-mean as classifier. To evaluate the performance of
HFC, two well-known datasets are used i.e., 20 Newsgroups and Reuters-21578, and
compared it with the performance of classic fuzzy soft set classifiers and classic text
classifiers. The results show that the HFC outperforms up to 50.42% better as
compared to classic fuzzy soft set classifier and up to 0.50% better as compare
classic text classifier
Sistem Informasi Penjualan Pada Toko Ev’fausta Roti
Get PDFEv'Fausta Roti is a business that sells various cakes and breads located in Ngolodono village, Karangdowo, Klaten Regency, Central Java. In their daily activities, marketing uses a simple system and many new orders must be recorded first. In recording it still uses the manual method where the order is written in a book so that the recording takes a long time and is less efficient for the workers. Therefore, a supporting information system is needed to facilitate his work. Based on the problems faced above, the author compiles and develops an information system on Ev'Fausta Roti to produce a website-based information system. The method used to develop this system is the waterfall method. This system is designed using Boostrap, HTML, CSS, PHP, JavaScript, and MySQL. For testing using the Black Box Testing and User Acceptance Test methods to 20 respondents. Based on the results of the Black Box Testing, it shows that the menus and features are running well and correctly. While the results of the User Acceptance Test produce an average of 77.5% so that this information system can be well received by users
Evoting of Muktamar 20th Ikatan Pelajar Muhammadiyah Using Codeigniter
Get PDFMuhammadiyah Student Association (IPM) is an autonomous organization under of Muhammadiyah Organisation who have student as base mass. Every replacement of leadership of the organization, Muhammadiyah Student Association will hold a Muktamar as the highest deliberative congrest. Muktamar IPM uses Formatur System to select 9 the highest name in the election, which will be made chairman of Muhammadiyah Student Association. So far, the election of candidates formatur of IPM are still using Conventional Election methods. The calculation were slow process, ballots less accurately, the high cost is a disadvantage of the Conventional Electoral. This background that makes the author developed a system of Election formatur IPM into the Electronic Voting (e-voting) by using a Web Based Information System. System is created by using Code Igniter as the PHP Framework because its powerful. This eVoting System have functional scope that covers the List of Voters and Formatur, QR Code Generate, Recapitulation, and reVoting. Web Service is also used as the communication between Client and Server in this Information System. So that weaknesses of Conventional Election method can be reduced for Formatur electoral process when carried out at the Muktamar 20th of Muhammadiyah Student Association at Samarinda 12 – 16 November 201
Sistem Informasi Penjualan Dan Pemesanan Bebek Berbasis Web Studi Kasus : Toko Bagas Bebek
Get PDFThe Bagas Bebek shop is an UMKM located at Notorejo RT 03 RW 06 Jambukulon, Ceper, Klaten, is a business that sells various kinds of duck. In sales transaction activities are still carried out manually by collecting data by recording in a book every day which causes inefficient work. Therefore, a sales information system is needed to manage sales, ordering, and inventory to make it more efficient. Based on the problems at the Bagas Bebek shop, the author designed a websitebased sales information system where all sales activities and data processing can be done easily. In designing information system using the waterfall method with the programming language PHP MySQL. The testing uses black box testing and User Acceptance Text to 20 respondents. The test results from black box testing show that the system is operating properly and correctly. While the results of the User Acceptance User show an average result of 82.9%, which means the Bagas Bebek store sales information system can be accepted by users
Building Network Rt/Rw Net Based Hotspot Wi-Fi In Tinawas Village Boyolali Jawa Tengah
Get PDFBoyolali is a region which is located in Jawa Tengah Province. RT 02 RW 01 Tinawas, Nogosari, Boyolali has an areaas wide as 10.100m2 with flat ground structure, but the internet network through cell phone has not adequate enough. More than forty parents in the village gave a complaint that their children always back home late and ask for addinitional money because of searching data in the internet cafe. Parents started to worry and hard to keep an eye on what their children did in the internet cafe. One of alternative solutions for the village is to build an internet network. To build an internet network in the village, ADSL (Asymmetric Digital Subscriber Line) modem, access point and UTP (Unshielded Twisted-Pair) cable are needed. Mikrotik is used to maintain the network traffic, provides an IP (DHCP) and authenticates the network’s user while modem is used to connect into ISP (internet service provider) and access point is used to make the user connect into wireless network. In order to finish the present project several steps are needed to do, they are : 1. Determining the network’s access area, 2. Determining network topology, 3. Determining tools needed, 4. Determining tools’s specification needed, 5. Determining the IP used as needed and 6. Examining the network. For the present project, the author expected the network would help more than 30 users in internet connection with 350 KBps as its maximum capacity easily and could satisfy the villagers on their internet connection need
Network Traffic Monitoring di Jaringan Internet UMS Menggunakan Suricata dan PfSense
Get PDFUniversitas Muhammadiyah Surakarta memiliki jaringan kabel dan nirkabel yang terpasang di semua kampus digunakan untuk akses data & internet. Salah satu masalah jaringan di UMS saat ini adalah sering muncul captcha pada waktu-waktu tertentu ketika melakukan browsing google search melalui jaringan kabel. Hal ini mengurangi kecnyamanan pengguna. Suricata adalah sistem open source yang dapat digunakan untuk mendeteksi penyusupan dalam jaringan, yang dimungkinkan bisa mengidentifikasi penyebab munculnya halaman reCAPTCHA yang mengganggu. Dalam penelitian ini penulis mencoba meneliti masalah tersebut, yaitu mengidentifikasi penyebab munculnya halaman reCAPTCHA menggunakan Suricata dan pfsense. Metode yang digunakan adalah dengan mengamati aliran data 2 buah Server di UMS dan pengujian menggunakan tool aplikasi Selenium dan Hey untuk mengetahui berapa request redundan yang menyebabkan munculnya halaman google reCaptcha. Dari hasil pengamatan didapatkan bahwa pengujian menggunakan Selenium dan Hey belum cukup untuk bisa mengetahui penyebab masalah yang ada. Di butuhkan monitoring jaringan UMS dengan cakupan yang lebih luas serta spesifikasi perangakat keras yang lebih tinggi
Aplikasi Diagnosa Kebutaan Warna Menggunakan Metode Ishihara Untuk Android
Get PDFOne disorder that occurs in the eye is color blind. Color blindness is a condition in which a person can not distinguish certain colors that can be distinguished by people with normal eye. The development of Medical Science progress is color blind test using Ishihara book. Color Blind Test current is needed for the world of industry, education, and government. It is caused by human dependence in work or education closely related to color. Not only that, the use of paper that is easily torn and color fading when the long-unused makes testing no longer be perfect. For that reason the author makes the Color Blind Test applications that run on smartphone Android. Selection of the Android operating system because the operating system is open source. The author makes an application Color Blind Test this by referring to the book Dr. Shinobu Ishihara, so the rule is in use in accordance with the procedure
Oi Mythoi Tou Aisopos Se Komiks, Volume 2
No full textNine fables rendered well in comics. Each fable gets between two and four pages and is clearly marked telos at its end. The cover illustrations seem to be various out-takes from GA. The characters on the back of the title page are appropriate to each volume, but say the same things in all four volumes. The title page here has a grasshopper operating a fan-machine made of a leaf, and the last page has the fox lamenting the mask's lack of brains. All the fables in this volume seem to follow standard Aesopic versions. Included: The Bat and the Cats, The Mother and Daughter Crab, FC, The Peacock and the Crane, The Wolf and the Shepherd, GA, The Eagle and the Rustic, The Donkey and the Wolf, and The Lion and the Boar. Fun!Language note: Modern GreekTasos Apostolides and Kostas Boutsa
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