IMPLEMENTASI N-GRAM DAN COSINE SIMILARITY PADA APLIKASI PEMERIKSAAN FORMAT LAPORAN PENELITIAN STT-PLN
Total View This Week0
Total View This Week0
Institusion
Institut Teknologi Perusahaan Listrik Negara
Author
Prawiro, Aria Pengku
Cahyaningtiyas, Rizqia
Djunaidi, Karina
Cahyaningtiyas, Rizqia
Djunaidi, Karina
Subject
Teknik Informatika
Datestamp
2022-09-21 01:44:08
Abstract :
At the Institute of Research and Community Service (LPPM) of the PLN Technical College (STT-PLN), the process of examining the format of research report is still carried out conventionally by checking one by one the format a research report by the research department of LPPM STT-PLN, after being checked if there is error, the research report is returned for revision and collection after revision, thus taking a long time. The thesis aims to make a solution of these problems by making an application examination format of research report, the programming language used is Python and PHP and the methods applied are N-gram and cosine similarity. N-gram is used to find a string that matches the format and cosine similarity is used to get a matching value from the format of the research report being examined. Based on test results from 8 research report data conducted by comparing conventional examinations and with applications getting 100% accuracy probability values with examination times with applications faster than conventional examinations.
At the Institute of Research and Community Service (LPPM) of the PLN Technical College (STT-PLN), the process of examining the format of research report is still carried out conventionally by checking one by one the format a research report by the research department of LPPM STT-PLN, after being checked if there is error, the research report is returned for revision and collection after revision, thus taking a long time. The thesis aims to make a solution of these problems by making an application examination format of research report, the programming language used is Python and PHP and the methods applied are N-gram and cosine similarity. N-gram is used to find a string that matches the format and cosine similarity is used to get a matching value from the format of the research report being examined. Based on test results from 8 research report data conducted by comparing conventional examinations and with applications getting 100% accuracy probability values with examination times with applications faster than conventional examinations.
Download
book
BibTex
Latex, Jabref
cloud_download
Original Resource
url resource Institution
