Document Search in Information Retrieval System Using Vector Space Model

2021 ◽  
Author(s):  
Yusrandi ◽  
Muladi ◽  
Harits Ar Rosyid ◽  
Abd Kadir Mahamad
Keyword(s):  
Information Retrieval ◽  
Vector Space ◽  
Retrieval System ◽  
Vector Space Model ◽  
Information Retrieval System ◽  
Space Model ◽  
Document Search

scholarly journals Information retrieval system in text-based skripsi document search file using vector space model method

2019 ◽  
Vol 1367 ◽  
pp. 012016 ◽  
Author(s):  
Mochammad Abdul Azis ◽  
Abdul Hamid ◽  
Ahmad Fauzi ◽  
Yudhistira ◽  
Eko Yulianto ◽  
...  
Keyword(s):  
Information Retrieval ◽  
Vector Space ◽  
Retrieval System ◽  
Vector Space Model ◽  
Information Retrieval System ◽  
Space Model ◽  
Model Method ◽  
Document Search

scholarly journals Information Retrieval System in the Bible

2021 ◽  
Vol 7 (1) ◽  
pp. 111
Author(s):  
Apriandy Angdresey ◽  
Miguel Angelo Lamongi ◽  
Rinaldi Munir
Keyword(s):  
Information Retrieval ◽  
Vector Space ◽  
Retrieval System ◽  
Vector Space Model ◽  
Information Retrieval System ◽  
Space Model ◽  
Model Based ◽  
The Bible

Information retrieval is used to search for relevant documents so that they can be obtained quickly and precisely. There are many Christians who want to study the gospel. However, often experience problems in finding the Gospel verse and topics dealing with the need to search by the user. Therefore, have to search individually, each verse in the four Gospels to find the topic or verse that the user wants to find out. In this study, the authors used the Bible verses in the Gospels as documents, so that these verses could be searched for the level of relevance or similarity to the entered keywords. Furthermore, to determine the level of relevance between documents and keywords is calculated using the Vector Space Model. Based on the application that has been successfully built, the application can be show 10 documents related to the keywords that are searched and sorted from the most relevant, with the highest similarity value, namely 78.65%.Keywords - Information Retrieval, Vector Space Model, Bible.

scholarly journals PENERAPAN SISTEM TEMU KEMBALI INFORMASI PADA KUMPULAN DOKUMEN SKRIPSI

2016 ◽  
Vol 8 (1) ◽  
Author(s):  
Karter D. Putung ◽  
Arie S.M. Lumenta ◽  
Agustinus Jacobus
Keyword(s):  
Information Retrieval ◽  
Vector Space ◽  
Retrieval System ◽  
Vector Space Model ◽  
Information Retrieval System ◽  
Frequency Vector ◽  
Inverse Document Frequency ◽  
Space Model ◽  
Document Frequency

Abstrak - Sistem temu kembali informasi (information retrieval system)merupakan sistem yang digunakan untuk menemukan informasi yang relevan dengan kebutuhan dari penggunanya, dengan menerapkan sistem tersebut permasalahan pencarian informasi dokumen skripsi bisa memberikan hasil yang relevan sesuai kebutuhan pengguna. Terdapat dua proses utama dalam sistem temu kembali informasi yaitu indexing dan retrieval. Proses indexing adalah proses untuk memberikan bobot pada kata dalam dokumen, metode pembobotan pada penelitian ini menggunakan metode pembobotan TF-IDF. Prosesretrieval adalah proses untuk menghitung kemiripan query terhadap dokumen, perhitungan kemiripan menggunakan konsepvector space modeldengan mencari nilai cosine similarity.Tujuan dari penelitian ini adalah untuk mengembangkan dan mengimplementasikan pengindeksan otomatis untuk membangun sistem pencarian dokumen di dalam sebuah system penyimpanan dokumen dengan konsep temu-kembali informasi. Kata kunci : Information retrieval,Term Frequncy Inverse Document Frequency, Vector Space Model.

scholarly journals Sistem Temu Kembali Informasi Dinas Pemuda Olahraga dan Pariwisata Kabupaten Purbalingga dengan Metode Vector Space Model

2020 ◽  
Vol 2 (2) ◽  
pp. 1-10
Author(s):  
Muhammad Syafiq Hidayatulloh
Keyword(s):  
Information Retrieval ◽  
Vector Space ◽  
Data Storage ◽  
Retrieval System ◽  
Vector Space Model ◽  
Information Retrieval System ◽  
Limited Information ◽  
Space Model ◽  
Central Java ◽  
Tourism Information

Tourism in Indonesia has now increased both natural and artificial tourism. In Indonesia there are very many tourism offerings ranging from land tourism to water. Purbalingga Regency can be said as agrowing regency, especially in the tourism sector and is starting to be made as a comparison with tourism in other cities in Central Java. Information Retrieval System is an optimization in searching websites so that users get information as expected. Tourism in Purbalingga Regency is still experiencing problems, namely aspects in providing detailed information on attractions. The use of the retrieval system is expected to be used as search optimization to improve the relevance of the query to the tourism documents in Purbalingga Regency. The limited information about tourism in Purbalingga is still lacking, resulting in tourists outside the area not knowing what tourism is in Purbalingga. The tools that will be used to create this information retrieval system are the Codeigniter framework then the programming language PHP for websites with data storage using the Mysql database. In the process of building the information retrieval system, an algorithm called vector space model is needed as a calculation of the relevance of the query to the document. The application of tourism information retrieval system in Purbalingga Regency is expected to help the condition of tourism in Purbalingga Regency to be improved, especially in tourism information. The results of this study are websites searcht hat will provide tourist attraction information in accordance with the query entered by the user and then display documents relevant to the query.

scholarly journals Rancang Bangun Information Retrieval System Pada Curriculum Vitae Dengan Metode Vector Space Model

2018 ◽  
Vol 13 (1) ◽  
pp. 4-10
Author(s):  
Royadi Royadi ◽  
Richardus Eko Indrajit ◽  
Eka Fitriani
Keyword(s):  
Information Retrieval ◽  
Vector Space ◽  
Retrieval System ◽  
Vector Space Model ◽  
Information Retrieval System ◽  
Space Model ◽  
Curriculum Vitae

Curriculum vitae merupakan gambaraan seseorang akan pegalamannya. Curriculum vitae sering dijadikan bahan utama bagian recruitment perusahaan untuk menetapkan posisi kerja calon pegawai. Banyaknya dokumen curriculum vitae sering menyulitkan bagian recruitment untuk menentukan diterima atau tidaknya calon pegawai. Dengan menggunakan metoda vector space model yang diterapkan di dalam program pencarian akan mempermudah mendapatkan data yang dibutuhkan, khususnya dalam hal pencarian data curiculum vitae  berdasarkan kualifikasi pendidikan. Artikel ini memperlihatkan model konseptual yang dipergunakan dalam mengembangkan prototipa program komputer berbasis information retrieval.

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