Pembelajaran Text Preprocessing berbasis Simulator Untuk Mata Kuliah Information Retrieval
DOI:
https://doi.org/10.26623/transformatika.v17i2.1705Keywords:
ir, simulator, text, preprocessingAbstract
Preprocessing is an important task and step in Information Retrieval. Information Retrieval (IR) is used to decide which documents in a collection must be taken to meet the user's information needs. The comparison is done in 4 steps in preprocessing, namely Case folding, Tokenizing, Filtering, Stemming.
All stages of the preprocessing are done manually during the teaching-learning process. The lecturer explained by writing and explaining one by one the correct words at each stage and students also manually reviewed each stage. Simulator is needed to help solve existing problems. The simulator has been successfully created by displaying 6 menus. The simulator has succeeded in outputting each stage according to the manual theory. From the results of the testing questionnaire,> 90% of respondents thought that using this simulator made it easier to work on the four stages of text pre-processing so that the time needed also became efficient.
References
Gurusamy, V., (2014). Preprocessing Techniques for Text Mining. Conference Paper RTRICS, India
Manning, D. (2008). Introduction to Information Retrieval. Cambridge University Press New York, NY, USA
Tao, J., Ma, J., Mayo, J., Shene, C.-K., & Keranen, M. (2011). DESvisual: A Visualization Tool for the DES Cipher. Journal of Computing Sciences in Colleges, 27(1), 81-89
Adamovic, S., Branovic, I., (2011). Teaching interactive cryptography: the case for CrypTool. IEEE Conference, ICEST 2011
Zelvina, A., (2012), Perancangan Aplikasi Pembelajaran Kriptografi Kunci Publik ElGamal Untuk Mahasiswa. Jurnal Dunia Teknologi Informasi Vol. 1, No. 1, (2012) 56- 62
Betha Sidik. (2012). Pemrograman Web dengan PHP. Informatika,. Bandung.
Pressman, Roger S. (2010. Software Engineering : A Practitioner's Approach. (7th. Edition). New York: McGraw-Hill Higher Education.
Harrel, C., Ghosh, B.K., dan Bowden, R.O., (2004), Simulation Using Promodel Second Edition, McGraww-Hill; New York.
Hoover, S., dan Perry, R., (1990), Simulation: A Problem Solving Approach, Addison-Wesley; Reading-MA
Sulhan, M., (2014)., Metode Stemming Sebagai Preprocessing Pada Filter Kata Porno Melalui Aspek Pendidikan. Seminar Nasional Teknologi Informasi dan Komunikasi, UAJY, Yogyakarta
Mujilahwati, S., (2016)., Pre-Processing Text Mining Pada Data Twitter. Seminar Nasional Teknologi Informasi dan Komunikasi, UAJY, Yogyakarta
Marlinda., L., (2013)., Pembelajaran Bahasa Indonesia Berbasis Web Menggunakan Metode Maximum Marginal Relevance. Seminar Nasional Sistem Informasi Indonesia, Jakarta.
Downloads
Published
Issue
Section
License
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
Transformatika is licensed under a Creative Commons Attribution 4.0 International License.
