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INDONESIA
INFOKUM
Published by SEAN INSTITUTE
ISSN : 23029706     EISSN : 27224635     DOI : -
Core Subject : Science,
Computer Science & IT
The INFOKUM a scientific journal of Decision support sistem , expert system and artificial inteligens which includes scholarly writings on pure research and applied research in the field of information systems and information technology as well as a review-general review of the development of the theory, methods, and related applied sciences. Software Engineering. Image Processing Datamining Artificial Neural Networks
Arjuna Subject : Ilmu Komputer (semua kategori) - Kecerdasan Buatan
Articles 67 Documents
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Search results for , issue "Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence" : 67 Documents clear
IMPLEMENTATION OF DECISION TREE FOR STUDENT DATA PROCESSING Lestari Ramadewi
INFOKUM Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence
Publisher : Sean Institute

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Abstract

SD Negeri 106184 Sekip is one of the public elementary schools in Lubuk Pakam, Deli Serdang Regency. The graduation rate is one of the main problems in an elementary school. The higher the graduation rate of students at an educational institution, the more it will raise the popularity of the school. Likewise, if there is a decrease in the graduation rate, the school will experience a decline in popularity, thus allowing a decrease in applicants / prospective students to enter the school in the following years. This of course raises concerns on the school side. Data mining is intended to provide a solution so that the school knows the most dominant factors affecting the graduation rate. For this reason, the authors are interested in raising this problem into a thesis research entitled "Application of Data Mining for student data processing using the Decision Tree Study Case SDN 106184 Sekip method". The purpose of this study was to determine which factors were most dominant in influencing a student's passing rate, so that in the future, it is hoped that the school will be able to increase student graduation rates in the following years.
APPLICATION OF APRIORIC ALGORITHM IN ORDERING PRINTING MATERIALS Ita Sari Nova Sitompul; Volvo Sihombing; Masrizal
INFOKUM Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence
Publisher : Sean Institute

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Abstract

Wendy Printing is one of the printers that collaborates with Labuhan Batu University, especially in the Computer Science faculty, Wendy's printing is located on the Jalan setia budi intersection of Labuhan Batu University campus. Wendy printing leaders and employees sometimes have difficulty knowing how many teaching materials are printed in one transaction, so that Wendy's printing leaders are still manual / speculative in printing teaching materials. The application of data mining for ordering teaching materials at the faculty of computer science at Labuhan Batu University in the wendy print can produce association rules that can be seen and analyzed for the results, so that the print leader can see the frequency of teaching materials that often occur in every transaction. Therefore, analysis and testing are carried out,
IMPLEMENTATION OF FORWARD INFERENCE REASONING IMPLEMENTING THE DEMPSTER-SHAFER METHOD FOR DIAGNOSIS OF LUNG DISEASE SYMPTOMS Tonni Limbong; Alex Rikki
INFOKUM Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence
Publisher : Sean Institute

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Abstract

Artificial intelligence is an effort to transfer intelligence that is added to a system that can be regulated in a scientific context or can be called artificial intelligence so that machines (computers) can do work as humans can do. Lung disease is a condition in which the lungs cannot function normally. Some of the most common include asthma, chronic obstructive pulmonary disease (COPD), pneumonia, tuberculosis, and lung cancer. The Dempster-Shafer method was first introduced by Dempster, who experimented with uncertainty models with a range of probabilities rather than a single probability. Application of the Dempster-Shafer method to diagnose lung disease, it can be concluded that inference techniques are easy to use in designing expert systems to get a conclusion but, it has weaknesses in finding these conclusions if the system has a large enough knowledge base and this will be very much use time and hinder the consultation process.
DESIGN AND IMPLEMENTATION OF WEB BASED INFORMATION SYSTEM FOR THE THESIS DEFENSE SCHEDULE AND ASSESSMENT Kana Saputra S; Insan Taufik; Debi Yandra Niska
INFOKUM Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence
Publisher : Sean Institute

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Abstract

Implementation of information system of academic especially in scheduling and assessment for online thesis defense is needed. This is because the implementation of thesis defense must be carried out online to avoid the possibility of spreading Covid-19. Therefore, The aims of this study to develop web-based information system for the thesis defense schedule and assessment. The development of information systems uses the waterfall model which consists of 5 steps are user requirement, system design, development, testing, and maintenance. The result of implementation show that web-based information system for the thesis defense schedule and assessment running well according to purpose and need assessment. The information system also can used for interaction between lecturers and students as long as the thesis process and defense don’t need to be done offline.
DESIGN OF LEARNING APPLICATION SYSTEM TO KNOW INDONESIAN LANGUAGE OBJECTS FOR EARLY CHILDHOOD EDUCATION Ilham Pratama; Volvo Sihombing; Ibnu Rasyid Munthe
INFOKUM Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence
Publisher : Sean Institute

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Abstract

Today, along with the times, which are supported by the rapid development of technology, all aspects of life cannot be separated from the influence of technology. The research was conducted to try to conduct research with the aim of examining more deeply what ingredients can be said to be harmful in food, how the performance of BBPOM in determining these hazardous materials, and how BBPOM will follow up if it has been found that some foods containing hazardous ingredients have been found. and what steps are taken to minimize the use of these hazardous materials in order to maintain the health of consumers. In drawing conclusions in expert systems, Forward Chaining and Backward Chaining are generally used. However, with the use of these two reasons, it is not possible to determine the value of confidence in the hypothesis. Based on the research conducted, it was found several things that can be observed in the development of uncertainty consultation media in the identification of formalin and borax in meatballs, namely the following, including the existence of an expert system with the certainty factor method, so that people can find out the characteristics of formalin meatballs without meeting directly with expert doctors or the expert. Likewise for designing expert system applications to identify food hazards in Formalin and Borax can use Visual Studio 2010 Applications Based on the research conducted, it was found several things that can be observed in the development of uncertainty consultation media in the identification of formalin and borax in meatballs, namely the following, including the existence of an expert system with the certainty factor method, so that people can find out the characteristics of formalin meatballs without meeting directly with expert doctors or the expert. Likewise for designing expert system applications to identify food hazards in Formalin and Borax can use Visual Studio 2010 Applications Based on the research conducted, it was found several things that can be observed in the development of uncertainty consultation media in the identification of formalin and borax in meatballs, namely the following, including the existence of an expert system with the certainty factor method, so that people can find out the characteristics of formalin meatballs without meeting directly with expert doctors or the expert. Likewise for designing expert system applications to identify food hazards in Formalin and Borax can use Visual Studio 2010 Applications
IMPLEMENTATION OF EXPERT SYSTEM TO IDENTIFY FORMALIN AND BORAX CONTENT IN FOOD USING THE CERTAINTY FACTOR METHOD Lisa Pristiwani Hasibuan; Volvo Sihombing; Muhammad Halmi Dar
INFOKUM Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence
Publisher : Sean Institute

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Abstract

Today, along with the times that are supported by the rapid development of technology, all aspects of life cannot be separated from the influence of technology. In terms of food, it is also supported by the role of women, nowadays women are born not only to take care of the household, but also to become women who earn big or often called career women, so that there is almost no time to prepare food for the family, so it is not surprising that food Fast food is preferred as one of the main alternatives to filling the stomach considering the taste of the food served and the serving time is only a matter of minutes so it doesn't waste a lot of time. However, without realizing it, some types of fast food that are often consumed contain several types of harmful ingredients that trigger the onset of chronic diseases, such as: heart attack, insulin resistance, diabetes, and several other dangerous diseases. Seeing this impact, so the author is interested in making an expert system application to identify the content of formalin and borax in food. In drawing conclusions in expert systems, Forward Chaining and Backward Chaining are generally used. However, with the use of these two reasons, it is not possible to determine the value of confidence in the hypothesis. So that the expert system can do reasoning like an expert even in conditions of data uncertainty and to get a confidence value in this case the author uses a method to solve the data using the Certainty Factor (CF) method. The Certainty Factor method is a method that defines a measure of certainty against a fact or rule, to describe the level of expert confidence in the problem at hand,
IMPLEMENTATION OF THE RUP METHOD ON THE LABUHAN BATU UNIVERSITY STUDENT ACTIVITY UNIT INFORMATION SYSTEM Siti Aisah Siregar; Deci Irmayani; Muhammad Halmi Dar
INFOKUM Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence
Publisher : Sean Institute

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Abstract

The Student Activity Unit (UKM) is a place where students who have the same interests and hobbies gather in a university. Univ. Labuhan Batu is a private university in Rantau Prapat which has 5 SMEs, at the time of registration, prospective SME members visit the UKM booths that have been opened by UKM management, besides that there are several other obstacles such as UKM Univ. Labuhan Batu is recorded manually only from the Student side of the Univ. Labuhan Batu, which contains the name of the PIC, date of activity, number, name of SME, place, start, finish, a number of attendance, meeting to, information, also material data that is not neatly arranged, as well as monthly report collection. In order to support the recording of activities in terms of attendance, members, and materials taught to the registration of SME members, the researchers created a web-based SME information system using the Rational Unified Process method, in this study using black-box testing. RUP is a method that uses the concept of object-oriented and has activities that focus on model development using the Unified Modeling Language (UML). The result of this research is an information system that can be used by SMEs, SME members, and the student body of Univ. Labuhan Batu makes it easy to collect attendance information, member data, activity data, materials, and announcements. and has activities that focus on model development using the Unified Modeling Language (UML). The result of this research is an information system that can be used by SMEs, SME members, and the student body of Univ. Labuhan Batu makes it easy to collect attendance information, member data, activity data, materials, and announcements. and has activities that focus on model development using the Unified Modeling Language (UML). The result of this research is an information system that can be used by SMEs, SME members, and the student body of Univ. Labuhan Batu makes it easy to collect attendance information, member data, activity data, materials, and announcements.
ANALYSIS OF THE ELECTRE METHOD IN DECISION SUPPORT SYSTEMS FOR DETERMINING AREAS OF EXPERTISE FOR INFORMATICS MANAGEMENT STUDY PROGRAM STUDENTS Sugih Hati Musti; Deci Irmayani; Gomal Juni Yanris
INFOKUM Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence
Publisher : Sean Institute

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Abstract

Confusion of students in concentrating on the field of science in the Informatics Study Program Univ. Labuhan Batu becomes a problem for students in writing a thesis. Informatics Engineering Study Program Univ. Labuhan Batu has a group of experts that is intended to direct students' thesis titles according to their fields. Elimination Choice and Translating Reality (ELECTRE) is the method used in this study. The ELECTRE method is a method that can produce decisions by comparing alternatives in pairs on the same criteria. The results obtained from this application are to provide a recommendation value in the form of a ranking based on the relationship between the alternatives and the criteria entered. The purpose of this research is to produce recommendations for areas of expertise for students of the Informatics Study Program Univ. Stone Labyrinth. System testing is done in two ways, namely black box testing and accuracy testing. Black box testing is done to test the functionality of the application based on the input entered. While the accuracy test is to see how much accuracy or suitability of the skill group students has with the results of the system recommendations.
IMPLEMENTATION OF APRIORI ALGORITHM IN PREDICTING CAR PARTS Syahman Putra Pratama Nst; Ibnu Rasyid Muthe; Rahma Mutiah
INFOKUM Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence
Publisher : Sean Institute

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Abstract

In the procurement of spare parts for the car production process, information or knowledge related to auto parts is needed so that the company's production processes and results are effective and efficient. The purpose of this study is to apply an a priori algorithm for prediction of auto parts that often appear. The research subject used is the BMW car production data of PT Gaya Motor. The research model used is market basket analysis. The stages of the research carried out include: (1) Data Collection; (2) Training Data; (3) Formation of Association Rule, (4) Lift Ratio Test, and (5) Drawing Conclusion. The research results obtained are the most widely produced BMW car types in 2018 are the BMW 320 and BMW 7 Series. So the company can use these results to determine strategies related to the procurement of spare parts for that type of car. Based on the Lift Ratio Test that has been carried out, there are two very strong and valid rules to be used in the prediction of BMW auto parts, namely the BMW 320 and BMW 7 SERIES.
MAKING OF WEB-BASED INFORMATION MEDIA FOR CULINARY MEDAN AS A MEANS OF PROMOTION USING UCD (USER CENTER DESIGN) METHOD Ridho Teguh Sanjaya; Marnis Nasution; Syaiful Zuhri Harahap
INFOKUM Vol. 9 No. 2, June (2021): Data Mining, Image Processing and artificial intelligence
Publisher : Sean Institute

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Abstract

Culinary is a part of life that is closely related to daily food consumption. Culinary is a lifestyle that cannot be separated from everyday life. Because everyone needs food that is needed daily. Starting from simple food to high-class and luxurious food Promotion is a communication technique that is used or delivered by using media such as press, television, radio, signboards, posters, and others whose aim is to attract consumer interest in the production of a product. company. Promotion as a medium to bridge the interests of producers with consumers. UCD (User-Centered Design) is a new paradigm in the development of web-based systems. User-centered design (User-Centered Design = UCD) is a term used to describe a design philosophy. The concept of UCD is that the user is at the center of the system development process, and the objectives of the nature, context, and environment of the system are all based on the user experience. PHP is a server-side programming language that is widely used today, especially for creating dynamic websites. For certain things in web development, the PHP programming language is needed, for example to process data sent by web visitors.

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