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Journal : INFOKUM

Implementation Of The Naive Bayes Method To Classification Good Air Quality Zalika Riswan Dini; Dedi Purwanto; Nova Mayasari
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (879.6 KB)

Abstract

Naïve Bayesisa- method- of doing statistical classification based on the probability value of the members in the class on a data. This research was conducted by finding several stages of the process carried out, namely the process of sharing training data and test data. Then the-classification-process-is-carried-out by-finding the-accuracy-value-of-the-Naïve-Bayes method. The success of increasing the-accuracy-of-the-dataset-using-the-weighting-of-the Naïve Bayes algorithm which greatly affects all attributes, so that it greatly affects the-accuracy-of-the-data. -In-the-data classification-process-using the Naïve Bayes algorithm that uses the Air Quality dataset, the accuracy results are 39.97%. The author hopes that there will be development of the Naïve Bayes method by comparing it to other weighting methods in order to get various kinds of analysis results so as to get a higher accuracy value and use more datasets.
KEEPING FILE AUTHENTICITY WITH DIGITAL SIGNATURE TECHNIQUE USING A COMBINATION OF MD5 AND ELGAMAL ALGORITHM Dandi Herman Dinata; Nova Mayasari; Rio Septian Hardinata
INFOKUM Vol. 10 No. 03 (2022): August, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

This study aims to maintain the authenticity of the file to provide assurance to the recipient that the data is free from modifications made by other parties. If there is a modification to the file, then the recipient will know that the file is no longer authenticated, so that the recipient of the file avoids using the wrong data. To maintain the authenticity of the data, a digital signature technique is used using the MD5 algorithm as a hash function algorithm to generate a message digest, and the Elgamal algorithm as a public key algorithm that forms the digital signature of the message digest. The combination of the two algorithms will produce a digital signature for each file that can ensure the authenticity of the file.
A DECISION SUPPORT SYSTEM IN ELECTION BEST ONLINE BAG DISTRIBUTOR USING SAW METHOD Feriadi; Zulfahmi Syahputra; Nova Mayasari
INFOKUM Vol. 10 No. 03 (2022): August, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

The need for bags is in great demand by users. A bag is something that can carry personal items. For women, the bag is one of the symbols of socialite that can increase the status of the people. In this day and age, bags can be purchased online thereby increasing resellers to sell these bags to consumers. Resellers need a good online bag distributor so that customers are not disappointed with the quality of the bag. There are many criteria that can be tested. The SAW method can help determine an online bag distributor that has good quality. Applying this method to resellers will increase the reseller's selling value to customers. The main benefit obtained is that customers can continue to subscribe to these resellers because they have good quality
IMPROVING THE QUALITY OF PERFORMANCE MONITORING OF THE WORK UNITS OF THE NATIONAL LAND AGENCY OF ACEH PROVINCE Rendy Fahmi Roza; Dedi Purwanto; Nova Mayasari
INFOKUM Vol. 10 No. 03 (2022): August, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1989.257 KB)

Abstract

This study describes a system that functions to monitor performance achievements, where technological developments in the millennial era are very rapid so that they are able to have a large enough effect, especially in the world of work. Achievement of performance in an organization is very important so that the work of an organization can be achieved according to the target. At the Ministry of ATR/BPN, many dashboards have been made that can monitor this performance achievement, but due to too many dashboards spread over many applications, it is difficult for the supervisory officers of the Aceh Province BPN Regional Office to monitor and evaluate, it is necessary to have a system that can collect all achievements. performance byrealtimeand fast, so that with a system that is integrated into all dashboards, it will make it easier for supervisory officials to monitor and evaluate all activities anytime and anywhere.