Implementasi Sistem Pakar Dengan Metode Certainty Factor Dan Forward Chaining Pada Helpdesk UPT TIK Unsika
Abstract
UPT TIK as one of the service units at Singaperbangsa Karawang
University which helps overcome problems related to the use of
information facilities within the Singaperbangsa Karawang University.
One of the efforts made by UPT TIK to improve services is by providing
Helpdesk services. Over time this Helpdesk still has a weakness, when the
number of problems is very large but the number of technicians available
is very limited and all problems must be solved with the possibility of not
disturbing activities on the campus of Singaperbangsa Karawang
University. Therefore, it is necessary to optimize services so that they are
able to serve without the help of a technician who is an expert in their field
to deal with existing problems. An expert system is a use of artificial
intelligence technology to support every activity. This study aims to apply
the system to the existing Helpdesk service with Certainty Factor reasoning
and Forward Chaining methods. At the development stage, this system
uses the ESDLC (Expert System Development Life Cycle) method which
consists of knowledge, conceptualization, formalization, implementation,
and testing. The results obtained in the study were as many as 13 rules that
were implemented in the UPT TIK Helpdesk service at Singaperbangsa
Karawang University with an accuracy rate of 90%.
References
A. Alfian, Y. N. Dewi, F. W. Fibriany, H. Rianto, and A. M. Sari, “Rancang Bangun
Sistem Informasi Ticketing Helpdesk pada DPMPTS Pemprov DKI Jakarta,” JURIKOM
(Jurnal Ris. Komputer), vol. 7, no. 2, p. 334, Apr. 2020, doi: 10.30865/jurikom.v7i2.2114.
I. F. Nuryanti and R. T. Prasetio, “KLASIFIKASI LAPORAN KENDALA USER PADA
SISTEM NEW OPERATION SUPPORT SYSTEM MENGGUNAKAN METODE
SUPPORT VECTOR MACHINE (Studi Kasus : Aplikasi IT Care Divisi L2 PT. Sigma
Cipta Caraka),” 2020. [Online]. Available: http://eprosiding.ars.ac.id/index.php/psi.
P. Hariona, S. Defit, and U. Putra Indonesia YPTK Padang, “Sistem Pakar dengan Metode
Backward Chaining untuk Optimalisasi Layanan Helpdesk E-Government,” J. Inform.
Ekon. Bisnis, vol. 3, no. 2, pp. 66-71, Jun. 2021, doi: 10.37034/INFEB.V3I2.68.
R. Rosnelly, “Sistem Pakar: Konsep dan Teori,” Cv Andi Offset, p. 122, 2012, [Online].
Available:
https://books.google.co.id/books?hl=id&lr=&id=WrOACwAAQBAJ&oi=fnd&pg=PR3
&dq=aplikasi+sistem+pakar+psikologi&ots=ObZiop0PNz&sig=z3RnAN03QVVAfRCZ
tytrDJmWVtc&redir_esc=y#v=onepage&q=aplikasi sistem pakar psikologi&f=false.
Kusumadewi Sri, Artificial Intelligence (Teknik dan Aplikasinya). 2003.
H. Gunawan, “PERANCANGAN SISTEM PAKAR UNTUK MENDETEKSI
GANGGUAN JARINGAN LAN DENGAN METODE CERTAINTY FACTOR (STUDY KASUS : LABORATORIUM KOMPUTER KAMPUS LP3I CABANG CIREBON),” 2020. Y. Yunitasari, A. Voutama, and N. Sulistiyowati, “Perbandingan Metode Certainty Factor
dan Dempster Shafer untuk Sistem Pakar Depresi Pasca Melahirkan,” Techno.Com, vol. 20, no. 3, pp. 362-371, Aug. 2021, doi: 10.33633/tc.v20i3.4905.
S. A. Pakar Penentuan Jenis Budidaya Ikan Air Tawar Berdasarkan Lokasi dan Kualitas
Air Rohmat et al., “Sistem Pakar Penentuan Jenis Budidaya Ikan Air Tawar Berdasarkan
Lokasi dan Kualitas Air,” J. Teknol. dan Inf., vol. 11, no. 2, pp. 96-110, Sep. 2021, doi:
34010/JATI.V11I2.3490.
D. Aldo and A. -, “Sistem Pakar Diagnosa Penyakit Limfoma dengan Metode Certainty
Factor,” SATIN - Sains dan Teknol. Inf., vol. 5, no. 1, pp. 60-69, 2019, doi:
33372/stn.v5i1.459.
D. M. L Tobing, E. Pawan, F. E. Neno, and K. Kusrini, “Sistem Pakar Mendeteksi
Penyakit Pada Tanaman Padi Menggunakan Metode Forward Chaining,” Sisfotenika, vol.
, no. 2, p. 126, 2019, doi: 10.30700/jst.v9i2.440.
P. A. Rachmawati, “SISTEM PENDUKUNG KEPUTUSAN DIAGNOSA PENYAKIT
ISPA MENGGUNAKAN METODE CERTAINITY FACTOR,” 2021.
Kusrini, “Sistem Pakar Teori Dan Aplikasi,” no. January, p. 2020, 2010, Accessed: Jan.
, 2022. [Online]. Available:
https://www.researchgate.net/publication/263840349_Sistem_Pakar_Teori_dan_Aplikasi
L. Likmalatri, “Sistem Pakar Untuk Diagnosis Penyakit pada Kucing Menggunakan
Metode Certainty Factor,” vol. 10, no. 1, pp. 1-6, 2016. I. Akil, “ANALISA EFEKTIFITAS METODE FORWARD CHAINING DAN
BACKWARD CHAINING PADA SISTEM PAKAR,” J. Pilar Nusa Mandiri, vol. 13, no. 1, pp. 35-42, 2017.
D. K. P. Rahayu, “UNIT TESTING PADA APLIKASI WEB MOBILE (STUDI KASUS
BISNIS JASA LAUNDRY),” 2020.


