IDEAS home Printed from https://ideas.repec.org/a/apa/ijhmss/2018p28-39.html
   My bibliography  Save this article

Expert System for Diabetes Mellitus Detection and Handling Using Certainty Factor on Android-Based Mobile Device

Author

Listed:
  • R. Rizal Isnanto

    (Faculty of Engineering, Diponegoro University, Semarang, Indonesia)

  • Dania Eridani

    (Faculty of Engineering, Diponegoro University, Semarang, Indonesia)

  • Sri S.Y. Wulandari Simbolon

    (Faculty of Engineering, Diponegoro University, Semarang, Indonesia)

Abstract

Diabetes Mellitus (DM) is a chronic disease that occurs when the pancreas is unable to produce insulin. Expert system is a system that seeks to adopt human knowledge to computer, so computer can solve problems as is usually done by specialist or experts. Construction of expert system in this research using Expert System Development Life Cycle (ESDLC) methodology, Android operating system, Java programming languages, XML and database program using SQLite. The process of disease detection using certainty factor method. By the certainty factor method, an accurate results obtained from calculations based on weight of symptoms of the selected user can be provided. From test results, it can be concluded that the results of the application using black box method and direct testing by the expert, both the fault functions as well as the disease misdetection processes in application are not found. This application can perform early disease detection in accordance with expert recommendation symptom data. The certainty factor method was successfully implemented in this DM expert system and can provide result a correctness percentage of detection with the highest value of 90%. The response on questionnaire from users determines the validity of disease detection results.

Suggested Citation

  • R. Rizal Isnanto & Dania Eridani & Sri S.Y. Wulandari Simbolon, 2018. "Expert System for Diabetes Mellitus Detection and Handling Using Certainty Factor on Android-Based Mobile Device," International Journal of Health and Medical Sciences, Mohammad A. H. Khan, vol. 4(2), pages 28-39.
    • Handle: RePEc:apa:ijhmss:2018:p:28-39
    DOI: 10.20469/ijhms.40001-2
    as

    Download full text from publisher

    File URL: https://kkgpublications.com/medical-sciences-vol4issue2-article-1/
    Download Restriction: no
    File URL: https://kkgpublications.com/wp-content/uploads/2019/05/ijhms.40001-2.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.20469/ijhms.40001-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Kantapong Prabsangob, 2016. "Relationships of Health Literacy Diabetes Knowledge and Social Support to Self-Care Behavior among Type 2 Diabetic Patients," International Journal of Health and Medical Sciences, Mohammad A. H. Khan, vol. 2(3), pages 68-72.
    2. Thipapan Sungkhapong & Poosadee Prommete & Namthip Martkoksoong & Boonsri Kittichottipanich, 2016. "The health behaviors’ modification for controlling and prevention of diabetes mellitus by using promise model at premruthai pravate community Bangkok," Journal of Advances in Health and Medical Sciences, Balachandar S. Sayapathi, vol. 2(3), pages 97-101.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. A. Mukasheva & N. Saparkhojayev & Z. Akanov & A. Algazieva, 2019. "The Prevalence of Diabetes in the Republic of Kazakhstan Based on Regression Analysis Methods," International Journal of Health and Medical Sciences, Mohammad A. H. Khan, vol. 5(1), pages 8-16.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. A. Mukasheva & N. Saparkhojayev & Z. Akanov & A. Algazieva, 2019. "The Prevalence of Diabetes in the Republic of Kazakhstan Based on Regression Analysis Methods," International Journal of Health and Medical Sciences, Mohammad A. H. Khan, vol. 5(1), pages 8-16.
    2. Sultan Sulaiman Alharbi, 2017. "Comparing Australian my health record system implementation With global best practices with recommendations," Journal of Advances in Health and Medical Sciences, Balachandar S. Sayapathi, vol. 3(2), pages 63-74.
    3. Naznin Esphani, 2019. "Constipation/Silent Constipation/ECFMG Syndrome: Under/Never Instructed, Although a Potentially Lethal," International Journal of Health and Medical Sciences, Mohammad A. H. Khan, vol. 5(1), pages 17-28.
    4. Veena Chantarasompoch & Tipvarin Benjanirat & Songchat Tosayanond & Chattraporn Prapasirisin, 2017. "Study of access to health services of the elderly in Tambon Ban Khetmuang district health promotion hospital, Tambon Lat Yai, Samut Songkhram province," Journal of Advances in Health and Medical Sciences, Balachandar S. Sayapathi, vol. 3(3), pages 117-125.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:apa:ijhmss:2018:p:28-39. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Mohammad A. H. Khan (email available below). General contact details of provider: http://kkgpublications.com/medical-sciences/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.