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Journal : Melek IT: Information Technology Journal

Klasifikasi Kebutuhan Non-Fungsional Menggunakan Fsknn Dengan Pengembangan Sinonim Dan Hipernim Berbasis Iso/Iec 9126 Denni Aldi Ramadhani; Siti Rochimah; Umi Laili Yuhana
Melek IT : Information Technology Journal Vol. 1 No. 2 (2015): Melek IT : Information Technology Journal
Publisher : Informatics Engineering Department-UWKS

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (766.329 KB) | DOI: 10.30742/melekitjournal.v1i2.45

Abstract

Non-functional requirements is one of the important factors that play a role in the success of software development that is often forgotten by the developer, causing adverse effects. To obtain the non-functional requirements needed an automation system identification non-functional requirements. In this study proposed an an automation system of identification of non-functional requirements from the requirement sentences based classification algorithms FSKNN with term enrichment on training data using synonyms and combined hypernym and synonyms based on ISO / IEC 9126. In the testing phase the dataset of requirement sentence used was 1342 sentences from six different datasets Results of this research is the term enrichment by using a combination hypernym and synonyms can improve performance accuracy by 8.1%, precision by 13% and a recall by 4.9%.
Co-Authors ABDUL MUNIF Achmad Arwan Achmad Arwan Addien Haniefardy Ahmadiyah, Adhatus Solichah Akbar, Fawwaz Ali Akbar, Rizky Januar Aldy Sefan Rezanaldy Alexander L. Romy Alqis Rausanfita Ana Tsalitsatun Ni'mah Andhik Ampuh Yunanto Andy Rachman Anggraini, Ratih Nur Esti Arifiani, Siska Arini R. Rosyadi Arrijal Nagara Yanottama Bagus Priambodo Balqis Hidayat, Sultana Bambang Jokonowo Bayu Priyambadha Bayu Priyambadha Bintang Nuralamsyah Butar Butar, Thio Marta Elisa Yuridis Chastine Fatichah Choiru Zain Daniel Oranova Daniel Oranova Siahaan Darlis Heru Murti Darlis Herumurti Denni Aldi Ramadhani Denni Aldi Ramadhani Denni Aldi Ramadhani Diana Purwitasari Dianni Yusuf Dimas Widya Liestio Pamungkas Dini Adni Navastara, Dini Adni Diniar Nabilah Ghassani Divi Galih Prasetyo Putri Djoko Pramono Dwi Sunaryono Dyah Sulistyowati Rahayu Eko M. Yuniarno Eko Wahyu Wibowo Endang Wahyu Pamungkas Evi Triandini F.X. Arunanto Faizal Johan Fernandes Sinaga Fernandes Sinaga Galang Amanda Dwi P. Hadiningrum, Tiara Rahmania Haq, Arinal Hengki Suhartoyo Hidayatul Munawaroh I Gede Suardika Imam Kuswardayan Jan Claes Java, Muhammad Iskandar Karolita, Devi Kholed Langsari Kurniasari, Dias Tri Kurniawan, Adi Kusbandono Ari Bowo Laili Yuhana, Umi Lesmideyarti, Dwi Lukman Hakim Lukman Hakim Lutfi Rizal Gozali Maidina Choirun Nisa Mardiana, Bella Dwi Mardianto, Ricky Mauridhi Hery Purnomo Mohammad Ahmaluddin Zinni, Mohammad Ahmaluddin Montolalu, Billy Muhammad Shulhan Khairy Muhammad Sonhaji Akbar Muhammad Yusuf Muhsin Bayu Aji Fadhillah Mutia Rahmi Dewi Nugroho, Supeno Mardi S. Nur Fajri Azhar Nuralamsyah, Bintang Oranova, Daniel Pamungkas, Dimas Widya Liestio Pertiwi, Kharisma Monika Dian Pradanita, Windy Rahmadia R. Firman Insan M. Rachman, Andy Rahmi Ika Noviana Ratih Nindyasari Relaci Aprilia Istiqomah Reza Fauzan Reza Fauzan Ridho Rahman Hariadi Ridwan, Mochammad Arief Riyanarto Sarno Rizky Januar Akbar Santoso, Bagus Jati Saptarini, Istiningdyah Sarwosri Sarwosri Sarwosri Septiyawan Rosetya Wardhana Shabrina, Ulima Inas Siska Arifiani Stefanie Quinevera Steven Joses Suhadi Lili Supeno Mardi S. Nugroho Tampubolon, Andrew Lomaksan Manuel Vico Ade Candra Wattiheluw, Fadli Husein Widyanti Kartika Windy Rahmadia Pradanita Yanuar Risah Prayogi Yuhana, Umi Laili Yulvida, Donata Yuniarno, Eko M. Yusuf, Dianni Zulhaydar Fairozal Akbar