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All Journal International conference on Information Technology and Business (ICITB) jurnal Teknologi Informasi Magister
-, Nisar
IBI Darmajaya
Computer Science & IT Economics, Econometrics & Finance

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PENENTUAN PENERIMA BEASISWA DENGAN ALGORITMA FUZZY C-MEANS DI UNIVERSITAS MEGOW PAK TULANG BAWANG -, Muhardi; -, Nisar
244-5567
Publisher : IBI Darmajaya

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Abstract

The scholarship is the grant in the form of financial assistance given to an individual who intends to use for the sake of the continuity of education traveled. Determination of the scholarship can be grouped based on the criteria of the cumulative Achievement Index (IPK), the level of poverty,dependent parent and student achievement in the process of recruitment of scholarship. Fuzzy CMeans algorithm is an algorithm that is easily and often used in grouping data because making an estimate of efficient and doesnt require a lot of parameters. Some research has resulted in the conclusion that the Fuzzy C-Means method can be used to classify data based on certain attributes.Application of Fuzzy C-Means algorithm in determination of scholarship in kelompokan into three clusters, namely receiving, considering and not eligible to receive the scholarship, sempel 75 student data sebenyak data retrieved three clusters based on the average value of the determination of a scholarship then each cluster are classified according to criteria which is more prioritized with the greatest value at the end of the cluster is receiving a scholarship, whereas the smallest value cluster is a cluster that is not eligible to receive the scholarship.Keywords: scholarship, clustering, Fuzzy C- Means
Implementation Of Content Based Image Retrieval For Search Engine yuliawati, Dona; -, Nisar; Rahardi, Agus; Irianto, Suhendro Yusuf; Karim, Arman Suryadi
Prosiding International conference on Information Technology and Business (ICITB) 2018: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 4
Publisher : Prosiding International conference on Information Technology and Business (ICITB)

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Searchengine is defined as web page  or website that collects  and organizes all content on the internet, here the user input a question or query, then the search engine will provide links to content that reflects what he wants. Until now, there are two problems paid attention by the experts in relation with search engines namely images in a database and the internet using text or keyword. These problems are far away from the expected. The search image by using  the text or keyword is very biased and difficult to justify because the keyword is very difficult to explain the information in an image. Content base image Retrieval is method return the image or image  retrieval  with the use of content the content contained in the picture or image, i.e. elements that can be taken from within the image that can be converted into a value such as color, shape, texture, line and other elements. Elements that are changed are contained in the image are converted in the form of value is to calculate each element and save the value into a histogram which will be used in the comparison process image and the process returns the image or image retrieval.Keywords: Search engine, content base image retrieval, flora, fauna
Co-Authors -, Muhardi Agus Rahardi, Agus Arman Suryadi Karim, Arman Suryadi Dona Yuliawati Y. Suhendro