scholarly journals Sistem Temu Kembali Informasi Pada Gejala Autisme Dengan Metode Vector Space Model

2019 ◽  
Vol 3 (2) ◽  
pp. 257-264
Author(s):  
Bayu Sugara ◽  
Dody Dody ◽  
Donny Donny

Information is now very easy to get anywhere. Information technology, especially the internet, strongly supports the exchange of information very quickly. The internet has become an information and communication media that has been used by many people with many interests, especially in taking large-scale information data, Unfortunately the information presented is sometimes less relevant. Quality information is influenced by relevance, accuracy and on time. However, there are not many effective search systems available. This study discusses the implementation of an information retrieval system to find and find symptoms of autism disorders using the Vector Space Model (VSM) method. Vector Space Model (VSM) is a model used to measure the similarity between a document and a query. In this model, queries and documents are considered vectors in n dimensional space. Where n is the number of all terms listed. The purpose of this study was to design an information retrieval software to find and match the symptoms of autism disorders. By using Vector Space Model, it is hoped that it can provide a solution to the search engine to provide text matching information in the database using certain keywords, the results of the matching are presented in the form of ranks.

2021 ◽  
Vol 7 (1) ◽  
pp. 111
Author(s):  
Apriandy Angdresey ◽  
Miguel Angelo Lamongi ◽  
Rinaldi Munir

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.


2016 ◽  
Vol 8 (1) ◽  
Author(s):  
Karter D. Putung ◽  
Arie S.M. Lumenta ◽  
Agustinus Jacobus

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.


Author(s):  
Muhammad Syafiq Hidayatulloh

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.


2020 ◽  
Vol 1471 ◽  
pp. 012017
Author(s):  
O R Sulaeman ◽  
W Gata ◽  
E Wahyudi ◽  
M J Hakim ◽  
R Subandi ◽  
...  

2018 ◽  
Vol 13 (1) ◽  
pp. 4-10
Author(s):  
Royadi Royadi ◽  
Richardus Eko Indrajit ◽  
Eka Fitriani

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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