Journal of Computers for Society
Vol 4, No 2 (2023): JCS: September 2023

Stemming Algorithm Modification for Overstemming Cases

Stephanie Betha R.H. (Universitas Wiralodra)



Article Info

Publish Date
14 Jun 2024

Abstract

The stemming process plays an important role in the preprocessing of the text. One of the problems that occur in the stemming process is overstemming. Overstemming is an exaggerated word cut causing situations where a word has a very different meaning, but it produces the same stem. Therefore, to overcome these problems, it will be modified on the stemming process. This modification is done by combining two stemming algorithms (hybrid stemming) that is the look-up algorithm of dictionary table and affix removal algorithm using stemming porter. The modification of this stemming algorithm will be tested on title in scientific publication documents. The test results show that stemming process with modification of stemming algorithm can increase the recall value in the title attribute, although not very significant. The recall in an experiment using title attribute is 89,9%.

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Journal Info

Abbrev

JCS

Publisher

Subject

Computer Science & IT Engineering Library & Information Science Mathematics

Description

The Journal invites original articles and not simultaneously submitted to another journal or conference. The whole spectrum of computer science are welcome, which includes, but is not limited to - Artificial Intelligence, IoT and Robotics - Data Analysis and Big Data - Multimedia and Design, - ...