Sistem Informasi Anotasi Data Penelitian: Pengolahan Data

Supriyanto, Ricky (2023) Sistem Informasi Anotasi Data Penelitian: Pengolahan Data. Other thesis, Institut Teknologi Sepuluh Nopember.

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Abstract

Anotasi data merupakan proses penandaan, pengaitan, atau pelabelan suatu data. Pada proses anotasi data dapat dilakukan dengan menggunakan google colaboratory. Langkah yang dilakukan pada penggunaan google colaboratory yaitu dengan melakukan input data text dan membuat implementasi processing dalam format python. Akan tetapi, penggunaan implementasi tersebut kurang efektif dan memberikan data hanya dalam satu format. Penggunaan google colaboratory juga perlu mengimplementasikan program python setiap pembuatan project. Untuk mengatasi hal tersebut, pembuatan website anotasi data merupakan solusi untuk mempermudah pengguna dalam melakukan anotasi data. Website anotasi data memiliki fitur berupa penyimpanan database yang berisi program python yang menjadi implementasi dalam anotasi data tersebut. Program python tersebut mencakup penggunaan Natural Language Processing (NLP) dalam dilakukan processing data yang akan dianotasi. Melalui implementasi tersebut akan mempermudah peneliti dalam melakukan proses anotasi data. Website ini berfokus pada anotasi data menggunakan framework React.js sebagai implementasi front-end dan Flask sebagai implementasi back-end. Pada framework React.js memiliki beberapa fitur seperti export data output dengan format yang ditentukan. Selain itu, pada sisi backend juga dilakukan pembuatan API. Program python akan disimpan dalam database menggunakan API upload file. Melalui website ini diharapkan dapat mempermudah peneliti dalam melakukan proses anotasi data dan melakukan pengolahan data output
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Annotation data is the process of tagging, linking, or labeling data. Google Colaboratory can be used for the annotation data process. The steps taken in using Google Colaboratory are to input text data and create a Python format implementation. However, the use of this implementation is less effective and provides data in only one format. The use of Google Colaboratory also needs to implement a Python program for each project creation. To solve this problem, the creation of a data annotation website is a solution to make it easier for users to annotate data. The data annotation website has a feature in the form of a database that contains Python programs that are the implementation in the data annotation. The Python program includes the use of Natural Language Processing (NLP) in processing the data to be annotated. Through this implementation, it will be easier for researchers to carry out the data annotation process. This website focuses on data annotation using the React.js framework as the front-end implementation and Flask as the back-end implementation. The React.js framework has several features such as exporting output data in a specified format. In addition, on the back-end side, API creation is also carried out. The Python program will be stored in the database using the file upload API. It is hoped that through this website, it will be easier for researchers to carry out the data annotation process and process the output data.

Item Type:	Thesis (Other)
Uncontrolled Keywords:	Anotasi data, API, natural language processing, python flask, react.js, Annotation data
Subjects:	T Technology > T Technology (General) > T58.6 Management information systems
Divisions:	Faculty of Intelligent Electrical and Informatics Technology (ELECTICS) > Informatics Engineering > 55201-(S1) Undergraduate Thesis
Depositing User:	Ricky Supriyanto
Date Deposited:	01 Sep 2023 06:47
Last Modified:	01 Sep 2023 06:47
URI:	http://repository.its.ac.id/id/eprint/102145

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