Implementation of Vector Space Model in Online Jobs Vacancy Aggregator

  • Authors

    • Tjut Awaliyah Zuraiyah
    • Fajar D elli Wihartiko
    • Edwin Effendi
    2018-09-01
    https://doi.org/10.14419/ijet.v7i3.20.20577
  • Vector Space Model, Online Job Vacancy, Scapping

  • Abstract

    Job vacancy aggregator is a system that facilitates users in finding the desired job vacancy, especially in the field of information technology. Job vacancy data collected from various job sites such as http://id.jobsdb.com, http://www.jobs.id, http://www.monster.co.id and http://www.jobstreet.co.id using web scraping techniques to extract job vacancy data that is stored in the HTML structure. The collected data is then processed to facilitate the retrieval concept by vector space model method, by using vector space model data which is found to be sorted based on the similarity level between the query which is typed by the user with the job vacancy data is stored in the database. In addition system can also perform email jobs sent via email to registered users. With the development of an online job vacancy aggregator, it can be used as a media job vacancy information, especially in the field of information technology (IT).

     

     

  • References

    1. [1] Asry, H. F. 2011. Pengembangan Web Aggregator Institut Petanian Bogor Menggunakan Single Stream Aggregation. Skripsi. Fakultas Matematika dan Pengetahuan Alam IPB, Bogor.

      [2] Julian, L. R. and Natalia, F. 2015. The Use of Web Scraping in Computer Parts and Assembly Price Comparison. Departemen Sistem Informasi Universitas Multimedia Nusantara, Banten.

      [3] Karmayasa, O. and Mahendra, I. B. 2012. Implementasi Vector Space Model dan Beberapa Notasi Metode Term Frequency Inverse Document Frequency (TF-IDF) pada Sistem Temu Kembali Informasi. Program Studi Teknik Informatika Universitas Udayana, Bali.

      [4] Raharjo, D. S., Solihin, F. and Santosa, I. 2015. Perancangan dan Pembuatan Mesin Pencari Lowongan Pekerjaan Menggunakan Metode Cosine Similarity. Program Studi Teknik Informatika Universitas Trunojoyo, Madura.

      [5] Singh, V. K. and Singh, V. K. 2015. Vector Space Model: An Information Retrieval System.

      [6] Vijayarani, S., Ilamathi, J. and Nithya. 2015. Preprocessing Techniques for Text Mining.

      [7] Wahono, N. V., Wibowo, A and Intan, R. 2014. Aplikasi Indonesian News Aggregator Berbasis Android yang Didukung oleh Sistem Perekomendasi. Program Studi Teknik Informatika Fakultas Teknologi Industri Universitas Kristen Petra, Surabaya.

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  • How to Cite

    Awaliyah Zuraiyah, T., elli Wihartiko, F. D., & Effendi, E. (2018). Implementation of Vector Space Model in Online Jobs Vacancy Aggregator. International Journal of Engineering & Technology, 7(3.20), 385-388. https://doi.org/10.14419/ijet.v7i3.20.20577

    Received date: 2018-09-29

    Accepted date: 2018-09-29

    Published date: 2018-09-01