ACADSTAFF UGM

CREATION
Title : CombineTF for Requirements Data Similarity Detection on AREM
Author :

ROSA DELIMA (1) Prof. Drs. Retantyo Wardoyo, M.Sc., Ph.D. (2) Dr. techn. Khabib Mustofa, S.Si., M.Kom. (3)
Date : 0 2022
Keyword : CombineTF,Jaro-Winkler,Levenshtein distance,Requirements Engineering,Term Frequency CombineTF,Jaro-Winkler,Levenshtein distance,Requirements Engineering,Term Frequency
Abstract : The Automatic Requirements Engineering Model (AREM) is a model that can automate the requirements engineering process. This model accepts input in the form of requirements data from several stakeholders. The similarity of the description of the requirements of one stakeholder with other stakeholders is very likely to occur. Therefore, the collected requirements data are to be processed and tested for similarity so that there is no duplication of requirements in system modeling. In this study, the CombineTF method was developed to check the similarity of the data requirements. CombineTF is a hybrid method that combines a term-based approach with term frequency (TF) and character-based similarity. In this research, CombineTF is integrated with the Jaro-Winkler algorithm and Levenshtein distance as a character-based similarity. The experimental results show that CombineTF has a good performance for measuring the similarity of requirements documents with a threshold of more than 0.5.
Group of Knowledge : Ilmu Komputer
Original Language : English
Level : Internasional
Status :
Published
Document
No Title Document Type Action
1 el-16-09-01 publikasi ICIC-EL Rosa.pdf
Document Type : [PAK] Full Dokumen
[PAK] Full Dokumen View
2 Similarity ICIC_EL_Rosa.pdf
Document Type : [PAK] Cek Similarity
[PAK] Cek Similarity View
3 Bukti korespondensi - ICICEL.pdf
Document Type : [PAK] Bukti Korespondensi Penulis
[PAK] Bukti Korespondensi Penulis View
4 Surat Pernyataan Paper melibatkan mahasiswa- Rosa Delima-ICIC-EL signed RW.pdf
Document Type : Dokumen Pendukung Karya Ilmiah (Hibah, Publikasi, Penelitian, Pengabdian)
Dokumen Pendukung Karya Ilmiah (Hibah, Publikasi, Penelitian, Pengabdian) View