The Determination of the Action towards the Patient’s Psychological Therapy in the Post-accident Using Case-based Reasoning

https://doi.org/10.22146/ijccs.22886

Sri Mulyana(1*), Ilham Sahputra(2)

(1) Departemen Ilmu Komputer dan Elektronika Fakultas Matematika dan Ilmu Pengetahuan Alam Universitas Gadjah Mada
(2) Department of Informatics Engineering Faculty of Engineering Malikussaleh University
(*) Corresponding Author

Abstract


The accident that occurred to somebody will give much suffering; moreover, if the accident gives the serious injury, such as a broken bone which needs to get more seriously treatment. Not only does the patient need the action towards his/her injury, but also he/she needs the psychological therapy in facing the problems happened which is suggested by a psychologist. One of the reasoning method in expert systems is Case-Based Reasoning (CBR). In Case-Based Reasoning, a case-based consists of various cases in conditions or symptoms and solution (the psychological therapy) given. To find out the solution from a new problem given, the system will find any cases in the case-based which have higher the degree of similarity between the cases.

This research develops a case-based reasoning system to decide the action of the psychological therapy towards the patients in the post-accident who needs seriously treatment. The psychological therapy involves in giving assistance, consultation, psychiatrist support, and the compound of various actions as well. A case study was conducted from the medical records of psychological treatment at ‘Dr Soeharso’ hospital in Surakarta.

Based on the result of the research developed, the action of psychological therapy upon the patient has successfully determined. They have accuracy rates of 60% in the threshold 50% compared to the treatments resulted from the psychologist. The result was found by calculating the degree of similarity between the new issue and all cases existing in the case base.

Keywords


Case Based Reasoning; psychological therapy; similarity of cases

Full Text:

PDF


References

[1] A. Aamold, and E. Plaza, “Case-based Reasoning : Foundation issues, methodological variation and System approach, AI Communication 7(1), pp. 39-59, 1994.

 

[2]  M. Denis, dan A. Jasmin, Applying Case-based reasoning for mobile support in diagnosing infective diseases. International Conference on Signal Processing Systems, IEEE Computer Society. 779-783, 2009.

 

[3] B. Chakraborty, I. Srinivas, P. Sood, V. Nabhi, D. Ghosh, “ Case Based Reasoning Methodology for Diagnosis of Swine Flu”, IEEE GCC Confererence and Exhibition, 19-22 Februari 2011, Dubai, United Arab Emirates, pp. 132-135, 2011

 

[4]  P.P.S. Tomar, R. Singh, P.K. Saxena, and J. Sharma, “Case Based Medical Diagnosis of Occupational Chronic Lung Diseases From Their Symptoms and Signs”, International Journal of Biometrics and Bioinformatics (IJBB), Vol. (5) : Issue (4), pp. 216-224, 2011

 

[5]  S. Pant  and S. R. Joshi, “Case-Based Reasoning In Neurological Domain”, IEEE 978-1-4673-2590-5/12, 2012

 

[6]  K. Ghorai, S. Saha, A. Bakshi, A. Mahanti, P. Ray, “An mHealth Recom-mender for Smoking Cessation using Case Based Reasoning”, 46th Hawaii International Conference on System Sciences, pp. 2695-2704, 2013

 

[7]  S. Mulyana, S. Hartati, R. Wardoyo and E. Winarko, “ Case-based Reasoning with Input Text Processing to Diagnose Mood [Affective]Disorders”, International Journal of Advanced Research in Artificial Intelligence(IJARAI),Vol. 4, No.9, pp. 1-5 , 2015

 

[8]  E. Wahyudi and S. Hartati, “Case-Based Reasoning untuk Diagnosis Penyakit Jantung”, Indonesian Journal of Computing and Cybernetic Systems, Vol. 11, No. 1, pp. 1-10 , 2017

 

[9]  S. Mulyana , S. Hartati., R. Wardoyo  and E.Winarko, “ Case-based Reasoning for Selecting Study Program in Senior Hight School”, International Journal of Advanced Computer Science and Applications (IJACSA),Vol. 6, Issue. 9, pp. 136-140 , 2015

 

[10] Y. Minghai, and X. Huanmin,  “The weight calculation in the case-based reasoning based on sensitivity analysis”, International Conference on Electrical and Control Engineering, pp. 3119-3121. 978-0-7695-4031-3/10 © 2010 IEEE, DOI 10.1109/iCECE.2010.761, 2010



DOI: https://doi.org/10.22146/ijccs.22886

Article Metrics

Abstract views : 744 | views : 763

Refbacks

  • There are currently no refbacks.




Copyright (c) 2018 IJCCS (Indonesian Journal of Computing and Cybernetics Systems)

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.



Copyright of :
IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
ISSN 1978-1520 (print); ISSN 2460-7258 (online)
is a scientific journal the results of Computing
and Cybernetics Systems
A publication of IndoCEISS.
Gedung S1 Ruang 416 FMIPA UGM, Sekip Utara, Yogyakarta 55281
Fax: +62274 555133
email:ijccs.mipa@ugm.ac.id | http://jurnal.ugm.ac.id/ijccs



View My Stats1
View My Stats2