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International Journal of Artificial Intelligence Research

IJAIR
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Published by STMIK Dharma Wacana

ISSN : - EISSN : 25797298 DOI : -

Core Subject : Science, Engineering,

Computer Science & IT Electrical & Electronics Engineering

International Journal Of Artificial Intelligence Research (IJAIR) is a peer-reviewed open-access journal. The journal invites scientists and engineers throughout the world to exchange and disseminate theoretical and practice-oriented topics of Artificial intelligent Research which covers four (4) majors areas of research that includes 1) Machine Learning and Soft Computing, 2) Data Mining & Big Data Analytics, 3) Computer Vision and Pattern Recognition, and 4) Automated reasoning. Submitted papers must be written in English for initial review stage by editors and further review process by minimum two international reviewers.

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Articles 133 Documents

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Search results for , issue "Vol 6, No 1.2 (2022)" : 133 Documents clear

The Influence Of The Employee Selection And Recruitment System On Employee Performance Mediated By Competence At Pt Shinta Indah Jaya Djagat Cakra Buana Tunggal; Nina Nurani
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

This study aims to determine the effect of employee selection system on employee competence, determine the effect of employee recruitment on employee competence, determine the effect of employee competence on employee performance and competence can mediate the effect of selection system on employee performance and competence can mediate the effect of recruitment on employee performance at PT Shinta Indah Jaya. The research method used is descriptive and verification. The population in this study were 80 employees with saturated sample method sampling so that the number of samples was the same as the population. The data analysis method uses Path Analysis with Partial Least Square (PLS) using SmartPLS software version3.0.Â Â Â Â The results of this study indicate that competency variables, selection and recruitment systems have a positive and significant effect on performance variables, selection and recruitment systems have a positive and significant effect on competency variables. And from the results of the mediation role shows that the role of competence as mediation is proven to affect the selection system on performance, but the role of competence is not proven to mediate the effect of recruitment on the performance of PT Shinta Indah Jaya employees.

Item Based Collaborative Filtering Based on Highest Item Similarity Muhammad, Malim; Sugiyanto, Sigit
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

The popularity of movies has increased in recent years. There are thousands of films produced each year. These films make it challenging for movie lovers to pick the ideal film to see. We propose a recommendation system that strives to offer guidance in selecting films. Â Depending on the method employed, recommendation systems can be categorized into three groups: collaborative filtering, content-based filtering, and hybrid filtering. In this work, collaborative filtering, one of the methods frequently used in recommendation systems was used. There are two ways to the Collaborative Filtering approach: User-Based Collaborative Filtering (UBCF) and Item-Based Collaborative Filtering (IBCF). There are two methods for finding similar items or users: Cosine and Pearson similarities. The Cosine similarity approach is one way to determine how similar two items are. Additionally, the Pearson Correlation Coefficient approach, which determines similarities between objects by calculating linear correlations between two sets, is the most widely employed. This study aims to determine which system produces the highest item similarity in IBCF and predicted ratings to actual ratings using 90% training and 10% testing data. The data set taken from MovieLens.org consists of 943 users from 1664 movies with 99392 ratings. The MovieLens data collection will be analyzed with the RStudio and the R package recommenderlab. The results reveal that the IBCF with Cosine similarities shows the number of items recommended n top-rated movies to each user for 10 movies. The IBCF can identify the most recommended films and creates a frequency distribution of items.

Effect of Financial Performance on Economic Growth (district/city case study on Sumatera Island) Alexandri, Mohammad Benny
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Study this aim for knowing role Performance Finance Area on the Economic Growth of Regency/City in Sumatra Island. Data The research is secondary data in the form of Local Government Budget Realization Reports and 2010 Series GRDP Growth Rate based on Regency/City Expenditure in Sumatra island Year 2017-2021. Population in study this totaling 10 regencies/cities on the island of Sumatra, with the determination of the sample ie saturated sample. Data were analyzed by multiple linear regression analysis. Analysis results indicates Ratio independence (RK), Ratio Effectiveness (RE), and Ratio Growth (RP) is rejected which means that RK, RE, and RP do not significantly affect significant to Growth Economy area in Sumatra island. Whereas RE received which means RE influence significant to Growth Economy area in Sumatra island. Thing the indicates the level of financing in order to obtain income with realization income already efficient. Besides that, RK, RE, and RP by together influence Growth Economy area in Sumatra island

Shopping Model on Traditional Online Market Kurniati, Rini Rahayu; Afifuddin, Afifuddin; Ewaldy, Silvio Maric
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

This study aims to analyze the shopping model during the Covid-19 pandemic and the role of shopping models in traditional online markets for consumers in traditional online markets in Malang City. This study was a descriptive qualitative method. Data were collected by using technical triangulation through Hyarta Danadipa Raya company and online traditional market consumers as informants. The shopping model at the traditional online market in Malang city used the Tumbasin application. It was accessible by following the two steps to pay online. Moreover, it could be processed directly by the online market service. Within half to one hour, the goods could be received by consumers. The role of the shopping model in traditional online markets provided convenience, fast service, appropriate services according to orders, convenience in payments and security during the Covid-19 pandemic.Â Â

DEMAND STRUCTURE ANALYSIS AND BALANCE OF PAYMENTS INDONESIA AND CHINA EXPORT-IMPORT Mayesti, Indria; Mukti, Mukti; Afrizal, Ardi
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

The purpose of this research is to use the growth rate model and the ratio value of secondary data to analyze the Structure of Demand (% of GDP at current market prices) for the value of Indonesia's exports of goods and services to China, where China is 0.6% ahead of 3.40% compared to Indonesia 2.80% while for the Balance of Paymant value, Indonesia is 1.10% superior from 5.20% compared to China at 4.10% and for the ratio value between Indonesia, it is 1.60% superior from 2.40% compared to China at 0,80%. From the results of the research, the general advice of researchers is that Indonesia needs to improve the structure of export and import demand so that it continues to increase the country's income as listed in Indonesia's trade balance

Measuring Smart City Implementation to Improve the Quality of Public Services in Jambi City cahyadi kurniawan; Irfandi Pratama; Titin Purnawingsih; Ulung Pribadi
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : International Journal of Artificial Intelligence Research

The city of Jambi is part of the movement towards 100 smart cities in 2017, along with Bandung and Sleman. The purpose of this study is to measure the implementation of smart cities to improve service quality in Jambi City by using a two-dimensional smart city approach, namely; smart government and smart living. Furthermore, the research method used in this study is a qualitative approach with the help of Nvivo 12 Plus softwear. The type of data in this study uses primary and secondary data obtained from social media, online media, and journal literature. The results of the study explain that access to public information disclosure can still not be said to be transparent, it is also strengthened that the rules regarding smart city councils still do not exist. Explaining and reaffirming the 2018-2023 RPJMD in chapter IV Jambi City faces problems and challenges in implementing smart cities and e-government, with the main problems not yet optimal implementation of the Electronic-Based Government System (SPBE), and smart city supporting regulations . It is a record of the government how to optimize all innovations that have been implemented, some applications do not run smoothly, and even are not active which are only made to meet needs without considering sustainability. Smart city comes hand in hand with the principle of Sustainability development It is a record of the government how to optimize all innovations that have been implemented, some applications do not run smoothly, and even are not active which are only made to meet needs without considering sustainability. Smart city comes hand in hand with the principle of Sustainability development It is a record of the government how to optimize all innovations that have been implemented, some applications do not run smoothly, and even are not active which are only made to meet needs without considering sustainability. Smart city comes hand in hand with the principle of Sustainability development

Determinants of generation Y actual purchasing of organic coffee: A SEM-PLS approach Hermina, Tinneke; Fauziah, Hanifah
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Environmental issues have now become a global problem, which requires people to try to be more aware and integrate environmentally friendly aspects into their daily lives. Each agenda in the SGDs has goals and objectives related to humanity because the basic goals of sustainable development have a foundation, namely people, planet, prosperity, peace, and partnership. The MSME sector that contributes to preserving the environment to reduce environmental issues is the MSME Coffee sector. The contribution of MSME Coffee in preserving the environment is by utilizing coffee husks as compost. The quantitative research method adopts a descriptive approach to describe the situation to be studied with support in the form of literature studies to strengthen the results of the researcher's analysis in conclusion. In addition, the verification method to test the truth of the hypothesis is carried out by collecting data in the field to analyze the relationship of each variable. The results of the study explain that respondents have morals because they have a sense of responsibility to the environment as millennial consumers. The form of concern for the environment is done by changing consumption patterns, namely buying environmentally friendly coffee.

PENAL MEDIATION BY POLICE INSTITUTION IN HANDLING HATE SPEECH THROUGH ELECTRONIC MEDIA: A LEGAL EFFORTS TO RESOLVE WITH A RESTORATIVE JUSTICE APPROACH Harmanto, Toni; Abrianto, Bagus Oktafian; Nugraha, Xavier
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

In the era of the industrial revolution 4.0 which caused the information to be easily spread, it turned out to have a bad impact, which led to the birth of the post-truth era. The post-truth era is an era in which objective facts become blurred because of broad public opinion. This makes it easy to spread hooks and expressions of hatred in society. The high perpetrators of hoax distribution and expressions of hatred make a legal solution needed that not only focuses on the deterrent effect for the perpetrators but the recovery of the community in its original condition. To restore the community's condition to its original condition, a restorative justice approach is used, one of which is through mediation by the police. This article will discuss, firstly related to the concept of mediation of penalties by the police in Indonesia and secondly it will discuss the approach of mediation of penalties by the Indonesian police in the handling of criminal acts of hate speech in electronicmedia. This article is a legal article that uses a statute approach, conceptual approach, and case approach. Based on the analysis in this article, it was found first the police nowdasy have an authority to solve the problem with restorative justice secondly that the first approach that pollice need to use in handling hate speech is by mediating in order to realize restorative justice by police agencies in Indonesia.

PLC Greenhouse Automatic Temperature Control Using Fuzzy Logic Method to Optimize Pakcoy Growth harliman, saleh; Rosyad, Wafatikhur; Sutrisno, Imam; Endrasmono, Joko
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Vegetables are a good food, especially to meet the needs of vitamins and dietary fiber. However, in urban areas, there is very little land to develop vegetable farming. Hydroponic vertical planting system can be a solution. Pakcoy plants have growth that only takes 40 to 45 days to reach the ideal harvest age. The use of a greenhouse is also suitable for better pest control. However, the greenhouse has the characteristic of storing heat that it absorbs up to 5 degrees Celsius hotter than the outside temperature. The use of greenhouses with temperature control can accelerate the growth of vegetables. Based on this problem, making temperature regulation very necessary, the way is to adjust the rotation speed of the cooling fan using the fuzzy logic method so that the main goal is to save energy and air with a lower temperature can be flowed. The use of this hydroponic greenhouse module is proven to be able to maintain the temperature not much higher than the outside temperature. Comparison of fuzzy logic output values using Matlab software and fuzzy logic output values using PLC has an average error value of 0.27% for fan 1 and 0.35% for fan 2. The performance of the fuzzy logic method used can also be said to be good with an average response time of 61.8 seconds. With the performance of the system, the environment of the greenhouse can be suitable for the plant to grow optimally.Â

DIGITAL SERVICE MANAGEMENT EMERGENCY MODEL KALACAK 119 Isyanto, puji; Suryana, Marceilla
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Services to the community really need good skills and performance. The purpose of this study is to examine the implementation of the Kalacak 119 emergency service management model. The benefit of this study is to provide alternative solutions to community problems regarding the implementation of a fast and effective emergency service management model. This research method uses a descriptive phenomenon method, which describes the conditions that occur in people's lives about emergency service management. That improving digital the quality of services to the community that is fast and precise is a model of emergency management services that continues to develop and needs innovation and creativity. The results of this study indicate that the emergency service management model through the Kalacak 119 call center can be applied in an integrated manner, but it still needs socialization and development of a service management model to help people get emergency services

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Home Page

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Contact Name
Heri Nurdiyanto

Contact Email
Heri Nurdiyanto

Phone
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Journal Mail Official
internationaljournalair@gmail.com

Editorial Address
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Location
Kota metro,

Lampung

INDONESIA