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MENENTUKAN KEMIRIPAN TOPIK TUGAS AKHIR BERDASARKAN DESKRIPSI PADA JURUSAN TEKNIK INFORMATIKA MENGGUNAKAN METODE INNER PRODUCT DAN SINGLE LINKAGE HIERARCHICAL

SALEH, MUHAMMAD (2012) MENENTUKAN KEMIRIPAN TOPIK TUGAS AKHIR BERDASARKAN DESKRIPSI PADA JURUSAN TEKNIK INFORMATIKA MENGGUNAKAN METODE INNER PRODUCT DAN SINGLE LINKAGE HIERARCHICAL. Other thesis, University of Muhammadiyah Malang.

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Abstract

Search by keyword or input information is very useful for search focused and useful when users want to find out information related to the keyword searched. Similarity search system this thesis using the inner product method and single linkage hierarchichal where abstract use as reference. The system will perform text mining process in the abstract that is inserted and then converted into numerical data. Furthermore, numerical data will be clustering accordance with the number of clusters specified by the user. In clustering process refers to the number of occurrences of words from the dictionary word. Dictionary of words used in the RPL as much as 128 words, design and network as much as 69 words of 160 words. After the cluster is formed it will be the process of indexing. From the tests results to the conclusion that in general the determination of similarity based on an abstract topic of the final project in informatics engineering department with the inner product method and single linkage hierarchical can be used to determine the similarity or proximity of the final tasks in accordance with the input. The more top ranking title of the output produced, the more similar to the input.

Item Type: Thesis (Other)
Subjects: T Technology > TA Engineering (General). Civil engineering (General)
Divisions: Faculty of Engineering > Department of Informatics Engineering
Depositing User: Halimatus Zahroh
Date Deposited: 12 Nov 2015 06:54
Last Modified: 12 Nov 2015 06:54
URI : http://eprints.umm.ac.id/id/eprint/19214

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