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HENGKI TAMANDO SIHOTANG
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Jurnal Mantik
Published by Institute of Computer Science
ISSN : -     EISSN : 26854236     DOI : -
Core Subject : Economy, Science, Education,
Computer Science & IT Economics, Econometrics & Finance Languange, Linguistic, Communication & Media
Jurnal Mantik (Manajemen, Teknologi Informatika dan Komunikasi) is a scientific journal in information systems/informati containing the scientific literature on studies of pure and applied research in information systems/information technology,Comptuer Science and management science and public review of the development of theory, method and applied sciences related to the subject. Jurnal Mantik Penusa is published by Institute of Computer Science (IOCS). Editors invite researchers, practitioners, and students to write scientific developments in fields related to information systems/information technology,Comptuer Science and management science). Jurnal Mantik is issued 4 (FOUR) times a year.
Arjuna Subject : -
Articles 2,151 Documents
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WEB-BASED TOUR PACKAGE INFORMATION SYSTEM ON BRADER BUS HOLIDAY BANDUNG TOUR Khilda Nistrina; Rosmalina; Sutiyono; Denny Rusdianto
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

Tourism is a government priority because it has the potential to be one of the third largest contributors to national foreign exchange, thus the government's management of the tourism sector will continue to be improved. As a result, companies that provide travel services, often known as travel agents, have sprung up. At this time, the brader bus holiday bandung tour & travel is still conducting the registration, booking, payment, and cancellation of trip packages by manual. As a result, recording errors are common. Furthermore, prospective consumers must visit the office in order to select a tour package, implying that the work system is ineffective and inefficient. As a result, an information system is required to assist businesses in processing their data. The waterfall approach is used to build the information system, UML is used to design it, and PHP is used as the programming language and SQL server as the database management system. The study's findings have resulted in a web-based tour package booking information system that can make it easier for customers to order tours and for administrators to manage client data.
Impact of Text Preprocessing on Named Entity Recognition Based on Conditional Random Field in Indonesian Text Samuel Situmeang
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

The text preprocessing stage within a natural language processing application framework helps eliminate parts that are not helpful in the text analysis process or particular noise. Despite having a potential impact on the final performance of the application, text preprocessing has not received attention in the text analysis application literature, especially in the named entity recognition application in Indonesian texts. This paper aims to comprehensively examine the impact of text preprocessing in the Indonesian named entity recognition based on a baseline model, namely Conditional Random Field, to find the fittest preprocessing procedures for a NER model compelling performance. Various forms of text preprocessing contribute to the successful recognition of named entities assessed comparatively across three categories: people, places, and organizations. Experimental analysis of the data set reveals that several combinations of preprocessing text forms are useful. Rather than enabling or disabling them all, several combinations can significantly improve the accuracy of Indonesian named entity recognition depending on the entity category.
PREDICTION OF STUDENTS DROP OUT WITH SUPPORT VECTOR MACHINE ALGORITHM Sartika Dewi Purba; LELIANA HARAHAP; JONAS FRANKY RUDIANTO PANGGABEAN
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

The quality of a university can be seen from the high level of student success and the low level of student failure. As for the cause of student failure is the case of drop out. To overcome these problems, predictions are made using the support vector machine method. The Support Vector Machine tries to find the optimal hyperplane where the two pattern classes can be separated maximally, the parameters used in the Support Vector Machine are only kernel parameters in one C parameter which gives a penalty on randomly classified data points. In the Support Vector Machine the weights (w) and biases (b) are global optium solutions from quadratic programming so that just running once will result in a solution that will always be the same for the same kernel and parameter choices. Through the implementation of the support vector machine, it is expected to get the parameters of the Support Vector Machine that are used correctly to obtain the best margin in predicting students dropping out.
Analysis Using Random Tree And Random Forest With The Gini Index Algorithm On Data nuranisah nuranisah
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

(PPDB or Penerimaan Peserta Didik Baru )New Student Admission on the achievement path has been listed in the Minister of Education and Culture number 44 of 2019 in article 11 paragraphs 1 & 2, it is possible for new students who have achievements to not be able to enter the school they dream of being outside the zoning of residence. The limited quota for each school is only receive 5% according to the Permendikbud to new students. Achievement should also be prioritized as a driver and motivate the interest of new students. Classification of achievement participants is carried out. Where is the dataset of prospective students at school before becoming prospective participants for the next school level, as a reference for increasing track quotas achievement.Trying out the Random Tree and Random Forest methods with the Gini Index Algorithm , testing using cross validation as the initial classification model, the dataset is divided into a test and training ratio of 70: 30 then test and analysis to the Random Tree and Random Forest methods with the Gini Index Algorithm , obtained the results of an accuracy of 9 4.39% and using Random Tree with 93.48% accuracy results. But the need for further studies by utilizing more datasets and attributes and comparing to other methods because the test was carried out with 305 datasets, there were 5 attributes and 1 main attribute.
Web-Based Design of School Information Systems at SMA Madani Depok Septyan Dwianto; Jejen Jaenudin; Fitria Rachmawati
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

School Information System Design In Smk WEB-BASED MADANI DEPOK. SMK Madani Depok is an educational institution engaged in educational services that is currently improving the performance of the institution. SMK Madani Depok is located at JL. Mandor Samin RT. 02/06 Ex. Kalibaru District. Cilodong, Depok City, which has a duty in Education Services. In carrying out this task, SMK Madani Depok has several school data or report documents, such as student data, teacher data, subject data, majors and some activity information. However, so far there have been shortcomings in terms of data processing and how to convey information to parents as guardians of students, because at SMK Madani Depok there are still a lot of manual systems. To overcome this problem, a new system is needed that makes it easier to process data and reports, so as to minimize errors in data and information management. The design of a web-based school information system for SMK Madani Depok is one solution to improve the quality of education services. With this service can make it easier to manage data processing and reports. This information system is designed using PHP and MySQL, and this information system is connected to the user who can provide information to the user.
THE ROLE OF ORGANIZATIONAL CULTURE ON IMPROVING EMPLOYEE PERFORMANCE THROUGH WORK DISCIPLINE Didit Haryadi
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

The Department of Public Works and Spatial Planning in Pandeglang Regency has several problems that must be resolved, including employee performance that is less than optimal. This study aimed to determine whether organizational culture impacts employee performance through work discipline. This study takes a causal approach and uses a quantitative descriptive methodology. Using a sample of 133 respondents, the Department of Public Works and Spatial Planning of Pandeglang Regency became the place of this research. Responses to the questionnaire were rated on a scale of 1 to 10. SmartPLS Software Version 3.29 was used to evaluate the information. Based on the results of this study, 1). Employee performance is influenced by organizational culture. 2). Work discipline is strongly influenced by corporate culture. 3). Employee performance is influenced by work discipline. Work discipline can partially bridge the relationship between organizational culture and performance. It is possible to improve employee performance by directly enhancing the values of the organizational culture or by enforcing work discipline.
The Effect of Easy Perceptions and Risk Perceptions on Interest in Using Electronic Money Paying Systems in Ecommerce Shopee Applications Bella Melati Sukma; Renny Dwijayanti
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

The research use questionnaire distribution. This study aims to determine the effect of perceived convenience and perceived risk on interest in using electronic money payment systems in the Shopee E-Commerce application. The independent variables studied were perceived ease and risk. Usage variable is usage interest. The following types of research are quantitative research. The population in the study are active students of the Faculty of Economics and Business, State University of Surabaya, class 2018 – 2021 who use the ShopeePay payment system, and get a sample by opening 100 respondents. Using a non-probability sampling technique with a purposive sampling approach. Based on the analysis of this study, it was found that the variable perception of ease had a positive and significant effect on interest in use, and the variable perception had a positive value and had no effect on interest in use. Meanwhile, the perception of convenience (X?) and the perception of risk (X?) together have a positive effect on interest in using (Y) in the Shopee E-Commerce application.
IMPLEMENTATION OF WORK DISCIPLINE IN IMPROVING EMPLOYEE PERFORMANCE IN THE DISCIPLINARY SECTION OF PERUM PERURI Rafika Indra Pratama; Wike Pertiwi; July Yuliawati
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

This study aims to analyze and describe the implementation of work discipline in improving employee performance in the Disciplinary Section of Perum Peruri. This research involves employees in the Discipline Section through literature studies, case studies, and portfolio documents from research activities. The results of this study indicate that employees' non-compliance with company regulations causes problems not being on time, causing empty absences in the Employee Self Service (ESS) system because company regulations are not implemented regarding late permits or leaving the company for personal purposes which can affect employee performance. . Based on the results of qualitative descriptive analysis, it can be concluded that the enforcement of discipline is important for companies as a basis for improving employee performance, because discipline contains rules that must be obeyed by employees. Discipline is expected to make work as efficient as possible which can provide benefits for both the organization and employees.
THE EFFECT OF BRAND TRUST AND BRAND EXPERIENCE ON BRAND LOYALTY THROUGH EMOTIONAL BRAND ATTACHMENT TO WARDAH COSMETICS Arti Mayangsari; Harti Harti
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

This study aims to determine the effect of brand trust and brand experience on brand loyalty to Wardah cosmetics customers, which is mediated through emotional brand attachment. All female consumers of Wardah Cosmetics are the population in this study. By using the purposive sampling method, 100 (one hundred) respondents were selected. The sample of this research must consist of female consumers who have used Wardah Cosmetics for a minimum of 17 years and have usedWardah Cosmetics products at least 2 (two) times. The strategy applied to collect data is to use a questionnaire with a Google form. To evaluate the data, this study applies the "Structural Equation Modeling (SEM)" technique based on variance, especially "Partial Least Square (PLS)", which is calculated with the SmartPLS 3.0 application. The equation models tested include the outer model, inner model, and hypothesis testing. The results showed that "brand trust affects brand loyalty, brand experience has not affected brand loyalty; emotional brand attachment affects brand loyalty, brand trust has not affected emotional brand attachment; brand experience affects emotional brand attachment; brand trust has not affected brand loyalty through emotional brand attachment; brand experience affects brand loyalty through emotional brand attachment.
THE EFFECT DIGITAL CONTENT MARKETING AND PRODUCT QUALITY ON PURCHASING DECISIONS THROUGH BUYING INTEREST AS INTERVENING VARIABLE Hilda Faradita Chasanah; Saino
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

Social media is a means of selecting and seeking information, including in the form of products and services needed. This is used by business people as a marketing opportunity in reading consumer behavior when searching, choosing, and considering a product online. This study aims to examine the effect of digital content marketing and the product quality on purchasing decisions for Scarlett products through buying interest as an intervening variable. The population of this research is the people of Surabaya, with a sampling technique using purposive sampling for 108 respondents. Processing data using path analysis technique with SmartPLS version 3.3.9. The results of this study are that there is a direct influence of digital content marketing on buying interest, product quality on buying interest, product quality on purchasing decisions, and buying interest on purchasing decisions stated to have a positive and significant effect. The direct influence of digital content marketing on purchasing decisions has no effect. In addition, the indirect effect of digital content marketing on purchasing decisions through buying interest as an intervening mediation variable shows no effect. The influence of product quality on purchasing decisions through buying interest as an intervening mediation variable has a positive and significant influence partially (partial mediation).

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