EMAIL: PASSWORD:
Front Office
UPT. PERPUSTAKAAN
Institut Teknologi Sepuluh Nopember Surabaya


Kampus ITS Sukolilo - Surabaya 60111

Phone : 031-5921733 , 5923623
Fax : 031-5937774
E-mail : libits@its.ac.id
Website : http://library.its.ac.id

Support (Customer Service) :
timit_perpus@its.ac.id




Welcome..guys!

Have a problem with your access?
Please, contact our technical support below:
LIVE SUPPORT


Moh. Fandika Aqsa


Davi Wahyuni


Tondo Indra Nyata


Anis Wulandari


Ansi Aflacha




ITS » Paper and Presentation » Teknik Informatika
Posted by dee@its.ac.id at 26/06/2013 10:35:32  •  831 Views


PERANCANGAN DAN PEMBUATAN PERANGKAT LUNAK PENGELOMPOKAN EMAIL SECARA OTOMATIS MEMAKAI KLASIFIKASI SINGLE PASS CLUSTERING BERBASIS KERANGKA KERJA PLAY

DEVELOPMENT OF AUTOMATIC EMAIL CLUSTERING APPLICATION USING SINGLE PASS CLUSTERING METHOD BASED PLAY FRAMEWORK

Author :
NASHIR, HUSNUN ( 5108100181 )




ABSTRAK

Email awalnya didefinisikan sebagai surat berbentuk file teks yang dikirimkan melalui internet. Perkembangan email sangat pesat yang awalnya bertujuan untuk saling berkomunikasi menjadi lebih luas karena kemampuannya dapat digunakan sebagai sarana informasi. Statistik menunjukkan bahwa pengguna email sangat banyak. Intensitas penggunaannya pun sangat tinggi. Oleh karena itu dibutuhkan suatu sistem pengelolaan email yang handal dan dapat mempermudah pengguna email untuk membaca email-email yang diterima. Dalam tugas akhir ini akan dibuat sistem pengelompokan email berdasarkan kesamaan isinya. Aplikasi ini dibangun berbasis kerangka kerja Play dan menggunakan metode Single Pass Clustering. Implementasi kerangka kerja Play pada tugas akhir ini utamanya digunakan pada lapisan arsitektur controller dan view sedangkan mapping model menggunakan Ebean ORM. Pengelompokan email yang dilakukan dengan Single Pass Clustering menghasilkan nilai akurasi sebesar 6824.


ABSTRACT

Email was originally defined as a letter formed text file that is sent over the Internet. Rapid development of e-mail that was intended to communicate with each other become more widespread because of its ability to be used as a means of information. Statistics show that email users are very much. The intensity of use is very high. Therefore we need a reliable email management system and can facilitate users to read email received emails. In this thesis will be the system of clustering emails based on its content similarity. This application built on Play framework and using the Single Pass Clustering. Implementation of Play framework in this thesis is primarily used in the controller and view layer architecture while Ebean ORM is used to models mapping. Email Clustering that used Single Pass Clustering as a method produce accuracy value of 68.24.



KeywordsClustering; Email; Play!; Single pass clustering
 
Subject:  Komputer perangkat lunak; Analisis kluster
Contributor
  1. Dwi Sunaryono, S.Kom., M.Kom.
  2. Abdul Munif, S.Kom., M.Sc.
Date Create: 23/07/2012
Type: Text
Format: pdf
Language: Indonesian
Identifier: ITS-paper-510211300026762
Collection ID: 510211300026762
Call Number: RSIf 005.1 Nas p


Source
Paper and Presentation of Informatic Engineering, RSIf 005.1 Nas p, 2013

Coverage
ITS Community

Rights
Copyright @2013 by ITS Library. This publication is protected by copyright and per obtained from the ITS Library prior to any prohibited reproduction, storage in a re transmission in any form or by any means, electronic, mechanical, photocopying, reco For information regarding permission(s), write to ITS Library




[ Download - Open Access ]

  1.  ITS-paper-25777-5108100181-Paper.pdf - 669 KB
  2.  ITS-paper-25777-5108100181-Presentation.pdf - 2308 KB




 Similar Document...




! ATTENTION !

To facilitate the activation process, please fill out the member application form correctly and completely

Registration activation of our members will process up to max 24 hours (confirm by email). Please wait patiently

POLLING

Bagaimana pendapat Anda tentang layanan repository kami ?

Bagus Sekali
Baik
Biasa
Jelek
Mengecewakan





You are connected from 3.210.201.170
using CCBot/2.0 (https://commoncrawl.org/faq/)



Copyright © ITS Library 2006 - 2020 - All rights reserved.
Dublin Core Metadata Initiative and OpenArchives Compatible
Developed by Hassan