IMPLEMENTATION OF GENERALIZED VECTOR SPACE MODEL METHOD AT AUTOMATIC ASSESSMENT OF ONLINE ESSAY EXAM

Muhammad Arafah

Abstract

The aim of the study was to design and implement automatic testing of online essay examinations using the Generalized Vector Space Model (GVSM) method. This data is obtained through (1) Literature Study (2) Observation (3) Documentation. The results of this study indicate that the automatic scoring system with the GVSM weighting method and the cosine similarity similarity calculation method have the accuracy of the assessment with an average of 66%.


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References

Amin, F. (2012). Information Retrieval System with Vector Space Model Method. Jurnal Sistem Informasi Bisnis. Fakultas Teknologi Informasi, Universitas Stikubank, Semarang.

Wibowo, et. al. (2012). Generalized Vector Space Model Implementation Using WordNet.. Universitas Kristen Petra. Jurusan Teknik Informatika.

Fitri, R., & Asyikin, A. N. (2015). Automatic Essay Exam Assessment Application Using the Cosine Similarity Method. Jurnal Poros Teknik.

Bunyamin, H., & Negara, C. P. (2008). CATA Information Retrieval (IR) Application with the Generalized Vector Space Model Method.

Mujilahwati, S. (2016). Pre-Processing Text Mining Pada Data Twiter. Seminar Nasional Teknologi Informasi dan Komunikasi, Program Studi Teknik Informatika, Fakultas Teknik, Universitas Islam Lamongan

Ariantini, d. (2016). Measurement of the Similarity of Indonesian Text Documents Using the Cosine Similarity Method. E-Journal Teknik Informatika.

Pardede, dkk. (2013). Implementasi Metode Generalized Verctor Space Model Pada Aplikasi Infromation Retrieval. Institut Teknologi Nasional Bandung. Jurusan Teknik Informatika.

Hidayatullah, & Kawistara. (2014). Pemograman Web. Bandung: Informatika.

Nugroho. (2004). Php dan Mysql dengan Editor Dreamweaver Mx. Cosine Similarity. Jurnal Poros Teknik.




DOI: http://dx.doi.org/10.30818/jitu.1.2.1893

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