Redundancy Detection Of Sentence Pairs In The Software Requirements Specification Documents With Semantic Approach

Abstract

Software requirements specification document must complete, unambiguous and must correct because can lead to failure in software development. It must contain sentences not redundant. Meyer’s seven sins explain some errors in software requirements specification document, one of which is a Noise. Variant of the noise is redundancy. Redundancy is repeating the same information, but using different terms or phrases, thus giving the impression that new information. This research to analyze performance redundancy detection in sentences pair on software requirement specification documents using WordNet based semantic similarity methods. This study tries to develop a framework that has been proposed in previous studies in different framework that is to detected redundancy in sentences without fact extraction. The proposed approach and evaluation process uses Kappa values to determine whether reliable framework that can be used to detect redundancy in sentence pairs by using experiments in two scenarios to get good results. Our experimental result show the performance of proposed framework can used to help reduce redundancy when creating software requirements specification documents and may contributes to enhance the quality of document. Shown with good kappa values and interpretation of the Kappa value is substantial agreement. It means many agreements between experts and framework.

Mendeteksi Redundansi Pasangan Kalimat Dalam Dokumen Spesifikasi Kebutuhan Perangkat Lunak Dengan Pendekatan Kemiripan Semantik

“…Penelitian ini merupakan kelanjutan penelitian sebelumnya [11] yang mengusulkan suatu solusi berupa framework pendeteksian redundansi yang bertujuan untuk mendeteksi redundansi dalam dokumen SKPL pada pasangan kalimat dengan menguji framework yang diusulkan dengan menggunakan kakas bantu menghitung kemiripan pasangan kalimat pada dokumen SKPL. Proses pengujian dan evaluasi menggunakan nilai Kappa dan interpretasi nilai kappa untuk mengetahui kekuatan proporsi kesepakatan antara yang diajukan dengan ahli bahasa…”

“…Metode pada penelitian ini terdiri dari beberapa tahap seperti yang ditunjukkan pada oleh gambar 1 https://doi.org/10. [11] Sebagai contoh tahap pertama dari framework adalah menginputkan pasangan kalimat yang diambil dari user requirement document Personal Information Filter versi 2.0.0 halaman 7. K 1 = "The PIF group consists of multiple teams, each team performs a specific task" K 2 ="A team is a subset of the group".…”