Penerapan Algoritma Cosine Similarity untuk Deteksi Kesamaan Konten pada Sistem Informasi Penelitian dan Pengabdian Kepada Masyarakat
DOI:
https://doi.org/10.32493/informatika.v5i4.7126Keywords:
Research and Community Service, Cosine Similarity, Information Systems, content similarityAbstract
Research and community service activities are the obligations of a lecturer that must be carried out from part of the Tri Dharma of Higher Education in addition to teaching, where research activities should have a level of innovation in the form of development or discovery of something new, but with a large number of lecturers, this results in research activities. and community service has many similarities with previous activities. At the Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM), Pamulang University, experiencing several problems in the management of research and community service activities, namely the absence of a system used to manage research and community service activities and data related to the track record of research and community service activities that have been carried out by 2,613 lecturers who impact on the difficulty in finding data, efficiency of storage space and more importantly is the number of similar proposals in the research itself. The research carried out aims to develop an information system that can process research and community service activities and detect similarities in content by applying the Cosine Similarity algorithm, so that it can overcome existing problems. The system development method uses a waterfall. From the results of making the system that has been carried out, it shows that the system is capable of processing activities in the field of research and community service carried out by lecturers, supporting storage, and facilitating screening of proposals for research and community service activities that will be approved.
References
Fauziah, N. F., & Retnoningsih, E. (2020). Sistem Informasi Penelitian dan Pengabdian kepada Masyarakat Berbasis Web. Information Management for Educators and Professionals, 4(2), 183-192.
Hamzah. (2016). Sistem Informasi Kegiatan Penelitian dan Pengabdian Kepada Masyarakat Universitas Respati Yogyakarta. JURNAL TEKNOSI Vol. 2, No. 2, Agustus 2016, 17-26.
Joni, I. D., & Sandika, I. K. (2016). Sistem Informasi Manajemen Sebagai Alat Pengelolaan Penelitian Dosen. LONTAR KOMPUTER VOL. 7, NO. 1, APRIL 2016, 51-60.
Krismiaji. (2015). Sistem Informasi Akuntansi Edisi Keempat. Yogyakarta: UPP STIM YKPN.
Pratama, R. P., Faisal, M., & Hanani, A. (2019). Deteksi Plagiarisme pada Artikel Jurnal Menggunakan Metode Cosine Similarity. SMARTICS Journal, Vol.5 No. 1 2019, 22-26.
Romney, M. B., & Steinbart, P. J. (2015). Sistem Informasi Akuntansi Edisi 13. Jakarta: Salemba Empat.
Rosa, A., & Shalahuddin, M. (2015). Rekayasa Perangkat Lunak Terstruktur dan Berorientasi Objek. Bandung: Informatika.
Rozaq, A., Hardinto, R. K., Yunida, R., & Faslah, R. (2018). Sistem Informasi Penelitian dan Pengabdian Masyarakat Guna Meningkatkan Kinerja P3M Politeknik Negeri Banjarmasin. Jurnal Sains Terapan Teknologi Informasi, 10(2), 36-41.
Wahyuni, R. T., Prastiyanto, D., & Supraptono, E. (2017). Penerapan Algoritma Cosine Similarity dan Pembobotan TF-IDF pada Sistem Klasifikasi Dokumen Skripsi. Jurnal Teknik Elektro Vol. 9 No. 1, 18-23.
Zulfikar, A. F. (2017). Pengembangan Algoritma Stemming Bahasa Indonesia dengan Pendekatan Dictionary Base Stemming untuk Menentukan Kata Dasar dari Kata yang Berimbuhan. Jurnal Informatika Universitas Pamulang, 2(3), 143-146.
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