Pest Plant Disease Prevention and Identification System Using  Certainty Factor Method

Rahim, Robbi; S, Nuning Nurna Dewi; Zamroni, M; Lestari, Lilla Puji; Wajdi, Muh Barid Nizarudin; Gunawan,; Irwan, Irwan; Yulius, Rina; Yuniningsih, Y; Alanda, Alde; Nasution, Muhammad Irfan

doi:10.14419/ijet.v7i3.2.18750

Cited by 8 publications

(5 citation statements)

References 11 publications

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“…The data analysis technique used descriptive statistics. Then the data analysis of usability aspects, functionality aspects and usability aspects (Rahim et al, 2018).…”

Section: Methods Of the Studymentioning

confidence: 99%

Design of an Android-Based Lung Disease Screening Expert System and Patient Early Warning Using the Forward Chaining Method at Waluyo Jati, Kraksaan Hospital

Pandan

Munawir

Bukhori

2022

MTPHJ

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This aims of study were design and create an android-based lung disease screening expert system and patient early warning using the forward chaining method at Waluyo Jati Kraksaan Hospital. This study used a mixed methods approach, namely descriptive qualitative and quantitative descriptive. In this descriptive qualitative research design used case study and the quantitative descriptive research design uses a survey. This research used the forward chaining method and model development using the Waterfall model. Based on the accuracy test table, it can be concluded that the Android-based lung disease diagnosis expert system uses the Forward chaining method. The ISO/IEC 9126 standard test uses two aspects, namely the usability aspect of 83.45% and the Functionality aspect of 85.1%. The certainly factor for the confidence value can be identified quite well. This is evidenced by the results of testing the system accuracy of 96.43%. An Android-based lung diagnostic expert system was built to provide identification conclusions in accordance with the thoughts of an expert, namely a lung specialist.

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“…The data analysis technique used descriptive statistics. Then the data analysis of usability aspects, functionality aspects and usability aspects (Rahim et al, 2018).…”

Section: Methods Of the Studymentioning

confidence: 99%

Design of an Android-Based Lung Disease Screening Expert System and Patient Early Warning Using the Forward Chaining Method at Waluyo Jati, Kraksaan Hospital

Pandan

Munawir

Bukhori

2022

MTPHJ

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show abstract

“…The knowledge about premises is possibly uncertain due to the CF values given by patients as they answer questions from the system on the premises (symptoms) happening to the patient or the hypothesis of CF values [21]. Some rules for CF formula are shown in the following [3],…”

Section: Cf[he]=mb[he] Md[he]mentioning

confidence: 99%

“…Besides, the use of electronic devices in human daily activities also contributes to socially, economically, and culturally changing human behavior. Moreover, human life becomes more developed and modern and results in the borderless world [3]. On the other hand, in this era, the industry revolution 4.0 era, the computer technology becomes a partner for modern people [4].…”

Section: Introductionmentioning

confidence: 99%

The Diagnosis of Online Game Addiction on Indonesian Adolescent Using Certainty Factor Method

Saddhono¹,

Setyawan²,

Raharjo³

et al. 2020

ISI

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This research discusses about online games which become ones of the most popular commodities, particularly among adolescents. It is suggested that they prefer spending time by playing online games to studying. Consequently, the phenomenon of online game addiction gets significant. The study aimed to explain and describe the use of Certainty Factor Method with expert system to diagnose online game addiction on adolescents. Its setting was Java island by involving some students as subject of the study. Survey method was employed to obtain the data while its instrument in terms of questionnaire was provided in Google forms and distributed to the students. An interactive qualitative approach was deployed to analyze the data combined with certainty factor method to show the level of game online addiction. The result shows from the sample of data which have analyzed addiction level toward online games is relatively moderate. Most of the users are adolescents between 12 and 15 years old and spend about 4 until 6 hours in a day. This condition becomes worse if there is no treatment for adolescents. Hence, there is a need of parents' control and awareness toward children's activity in playing online games since it renders negative impacts particularly on children's learning activity and motor development.

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“…Mendes et al [70] constructed a variable-speed irrigation control expert system for the rational fertilization and irrigation of crops. Rahim et al [71] used uncertain rule reasoning to construct plant diseases and insect pests expert system, provided crop management strategy, formulated suitable fertilizer/pesticide/herbicide program, and obtained reliable and accurate pesticide application suggestions. Kalita et al [72] developed a rice expert system in which users or farmers input problems or diseases that occur throughout the life cycle of rice plants and then identified possible diseases by comparing them with regular knowledge bases.…”

Section: A Expert Systemmentioning

confidence: 99%

Review and Trend Analysis of Knowledge Graphs for Crop Pest and Diseases

et al. 2019

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Current techniques of knowledge management have some common defects in efficiency, scalability, and applicability. Knowledge graph provides a new way for knowledge management and is a more flexible knowledge management method. Considering the specific features of crop diseases and pest data, this paper analyzed and classified the key techniques and methods of knowledge graph technology in the field of crop diseases and pest in recent years. We introduced the definition and connotation of the crop diseases and pest knowledge, and the current construction method of it was analyzed in detail from four aspects: knowledge representation, extraction, fusion, and reasoning. Furthermore, the application of crop diseases and pest knowledge graph was introduced in detail in the expert system, search engine, and knowledge question-answering system. At last, this paper summarized the challenges and important problems of diseases and pest knowledge graph and forecasted the prospect of knowledge graph according to the key points and difficulties of current knowledge graph research.INDEX TERMS Knowledge graph, crop disease and pest, knowledge extraction, knowledge fusion, knowledge reasoning.

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Pest Plant Disease Prevention and Identification System Using Certainty Factor Method

Cited by 8 publications

References 11 publications

Design of an Android-Based Lung Disease Screening Expert System and Patient Early Warning Using the Forward Chaining Method at Waluyo Jati, Kraksaan Hospital

Design of an Android-Based Lung Disease Screening Expert System and Patient Early Warning Using the Forward Chaining Method at Waluyo Jati, Kraksaan Hospital

The Diagnosis of Online Game Addiction on Indonesian Adolescent Using Certainty Factor Method

Review and Trend Analysis of Knowledge Graphs for Crop Pest and Diseases

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