Journal of Artificial Intelligence and Engineering Applications (JAIEA)最新文献_第5页

Segmentation Algorithm K – Means Based On The Maturity Level Of Blueberries 基于蓝莓成熟度的 K - 平均值分割算法

Journal of Artificial Intelligence and Engineering Applications (JAIEA) Pub Date : 2024-02-15 DOI: 10.59934/jaiea.v3i2.433

Aditya Putra Prananda, A. M. H. Pardede, Rahmadani

{"title":"Segmentation Algorithm K – Means Based On The Maturity Level Of Blueberries","authors":"Aditya Putra Prananda, A. M. H. Pardede, Rahmadani","doi":"10.59934/jaiea.v3i2.433","DOIUrl":"https://doi.org/10.59934/jaiea.v3i2.433","url":null,"abstract":"Traditionally, farmers and consumers have determined the ripeness of blueberries by manual means, such as observing the color, pores, and skin of blueberry fruits. Such recognition takes a relatively long time and gives rise to different levels of maturity because people have visual limitations in recognition, fatigue levels and differences of opinion about good maturity. Consumers tend to pay attention to aspects such as the striking color and size of blueberries, but do not know how ripe and nutritious the fruit is for consumption. Several image processing techniques were used in this study, including image segmentation for segmentation based on color features, expansion and contraction operations to remove noise, and naming fruit objects using recursive component labeling methods. This is followed by separation and training of geometric features and colors. At the time of testing, a classification of the degree of maturity and type of fruit of the object is carried out. To more accurately identify the degree of ripeness of the fruit, check the geometric features and characteristic values of the color content. Range values are determined by statistical methods such as mean and standard deviation. Using the K-Means algorithm to segment blueberry imagery, the study aimed to develop an efficient method to distinguish blueberry ripeness levels automatically. It can help classify and group blueberries according to their degree of maturity. In addition, the results of this study can also be used for quality control of blueberries in the agricultural industry or for fruit marketing applications.","PeriodicalId":320979,"journal":{"name":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139774611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Diagnosis of Diseases of the Nose Using the Certainty Factor Method 使用确定性因子法诊断鼻部疾病

Journal of Artificial Intelligence and Engineering Applications (JAIEA) Pub Date : 2024-02-15 DOI: 10.59934/jaiea.v3i2.415

Lia Kusuma Wardani, Y. Maulita, I. G. Prahmana

引用次数: 0

Analysis Sentiment On Social Media Instagram Towards Metaverse Games Saindbox Aplha 2 With Support Vector Machine Algorithm 利用支持向量机算法分析社交媒体 Instagram 上的情感，从而实现 Metaverse Games Saindbox Aplha 2

Journal of Artificial Intelligence and Engineering Applications (JAIEA) Pub Date : 2024-02-15 DOI: 10.59934/jaiea.v3i2.230

I. G. Prahmana, Kristina Annatasia Br Sitepu, Selfira

{"title":"Analysis Sentiment On Social Media Instagram Towards Metaverse Games Saindbox Aplha 2 With Support Vector Machine Algorithm","authors":"I. G. Prahmana, Kristina Annatasia Br Sitepu, Selfira","doi":"10.59934/jaiea.v3i2.230","DOIUrl":"https://doi.org/10.59934/jaiea.v3i2.230","url":null,"abstract":"Metaverse is part from development technology in the metaverse SandBox Alpha 2 Game world taking place worldwide , games in the virtual world like real very possible thing done . metaverse now Already in progress for can be implemented most affected technology to opinion from particular society _ enthusiasts game metaverse saydbox alpha 2. where game can create her world alone and various game For look for missions and coins can make money to sell _ in metaverse sandbox alpha. since emergence exists game that has been appeared on facebook that has been replaced be meta, create attention world public increasingly highlight technology this , someone _ welcome game the with good and some have _ worries to development technology the . So study This will dig analysis sentiment public Indonesia against development and use metaverse technology uses method algorithm Algorithm Support Vector Machine. analysis sentiment that will done on social media Facebook. Programming language used _ is Language Jupyter Notebook Python. Study This get results opinion public Indonesia to metaverse technology that shows behave neutral , negative and positive .","PeriodicalId":320979,"journal":{"name":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","volume":"224 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139834710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Prediction Analysis of Literacy Numeracy and Technology Adaptation Abilities of Students Who Participate in Teaching Campuses Using the KNN Algorithm 利用 KNN 算法对参与校园教学的学生的读写算和技术适应能力进行预测分析

Journal of Artificial Intelligence and Engineering Applications (JAIEA) Pub Date : 2024-02-15 DOI: 10.59934/jaiea.v3i2.437

Rozaq Habibi, I. G. Prahmana, Indah Ambarita, Lina Arliana Nur Kadim

{"title":"Prediction Analysis of Literacy Numeracy and Technology Adaptation Abilities of Students Who Participate in Teaching Campuses Using the KNN Algorithm","authors":"Rozaq Habibi, I. G. Prahmana, Indah Ambarita, Lina Arliana Nur Kadim","doi":"10.59934/jaiea.v3i2.437","DOIUrl":"https://doi.org/10.59934/jaiea.v3i2.437","url":null,"abstract":"Literacy and numeracy skills, technological adaptation carried out by students during the Ministry of Education and Culture's campus teaching program are influenced by the limited competencies possessed by students which are not in accordance with the study program and learning can be influenced by location, network and distance to school, influencing independent campus program activities which are less effective. and efficient in teaching. So the learning and teaching process when students are on site inspection is primarily and foremost when students carry out observations at the target school. Literacy is the process of training students in the knowledge of reading techniques. Numeracy is the process of training students in knowledge of counting techniques and technological adaptation which plays a very important role in influencing digital literacy and numerization. Students and teachers still experience difficulties in the field of hardware technology and many still have low knowledge in carrying out and implementing technological adaptation in schools. with location, network and distance for schools in remote areas. Higher education greatly influences the teaching competence of students who take part in campus teaching programs. So students carry out literacy, numerization and technology adaptation programs according to their study program. Assist the campus in analyzing the campus teaching competency of the Ministry of Education, Culture and Research and Technology's campus teaching program using the K-Nearst Neighbor algorithm. By predicting the level of teaching competency, students in the campus teaching program can know the teaching competency abilities of students who take part in the campus teaching program . Based on testing using 35 test data, the value K = 3 predicts the level of teaching quality and competency so that the system accuracy is 75%, proven by testing the Python programming language system.","PeriodicalId":320979,"journal":{"name":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","volume":"13 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139775326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Implementation of the Laplacian of Gaussian Algorithm in Edge Detection Image Processing of Zebra Cross Damage on Highways in the Langkat Regency Area 高斯的拉普拉斯算法在兰卡地区高速公路斑马线边缘检测图像处理中的应用

Journal of Artificial Intelligence and Engineering Applications (JAIEA) Pub Date : 2024-02-15 DOI: 10.59934/jaiea.v3i2.442

Ratih Puspadini, Melda Pita Uli Sitompul

{"title":"Implementation of the Laplacian of Gaussian Algorithm in Edge Detection Image Processing of Zebra Cross Damage on Highways in the Langkat Regency Area","authors":"Ratih Puspadini, Melda Pita Uli Sitompul","doi":"10.59934/jaiea.v3i2.442","DOIUrl":"https://doi.org/10.59934/jaiea.v3i2.442","url":null,"abstract":"Walking is part of the traveler's movement and is the simplest means of transportation, but it is in a weak position and prone to conflict or accidents when they mix with other modes of transportation. To protect pedestrians, special facilities are needed, one of which is a crossing place (zebra crossing) that is able to serve according to pedestrian needs. Based on Law No. 22 of 2009 concerning Traffic Polytechnic Land Transportation Bali 46 Cross and Road Transportation, article 131 paragraph (2), it is stated that \"Pedestrians are entitled to priority when crossing the road at the crosswalk\". One of the important meanings for human life is the Way. Roads are used as a means of transportation that has a very useful role in efforts to develop human life. In 2018, based on statistical data, the number of motorized vehicle users in Indonesia is increasing every year to reach 146,858,759 units. The impact that occurs is that there are many Zebra Cross roads damaged with conditions that are very troubling and worrying for road users. Among the causes of zebra crossing being damaged will be traffic accidents where the vehicle does not lag obeying the path of the vehicle following the predetermined lane. So this study detects image processing with the Laplacian of Gaussian algorithm with edge detection making it easier for the government to improve traffic signs of zebra crossing images on highways that are worthy of improvement so that accidents do not occur. The results of this study illustrate the image of being able to see damaged zebra crossings with calculations of the Laplacian of Gaussian algorithm.","PeriodicalId":320979,"journal":{"name":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","volume":"48 31","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139775597","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Application UI UX Design Selling Laptops Online Using The Design Thinking Model 使用设计思维模型在线销售笔记本电脑的应用程序 UI UX 设计

Journal of Artificial Intelligence and Engineering Applications (JAIEA) Pub Date : 2024-02-15 DOI: 10.59934/jaiea.v3i2.430

Mutiara Jati, Finanta Okmayura, Nur Azizah, Nurhasni Zainal, Khusnul Adha

引用次数: 0

Classification of Public Sentiment Toward 2024 Presidential Candidates on Social Media Platform X Using Naïve Bayes Algorithm 使用 Naïve Bayes 算法对社交媒体平台 X 上公众对 2024 年总统候选人的情绪进行分类

Journal of Artificial Intelligence and Engineering Applications (JAIEA) Pub Date : 2024-02-15 DOI: 10.59934/jaiea.v3i2.422

Ramdhan Hakiki, Agung Pambudi, Asriyanik

引用次数: 0

Web-Based Tuition Payments Information System At Al-Wafi Kindergarten Al-Wafi 幼儿园基于网络的学费支付信息系统

Journal of Artificial Intelligence and Engineering Applications (JAIEA) Pub Date : 2024-02-15 DOI: 10.59934/jaiea.v3i2.439

Suci Ramadani, Intan Meily

引用次数: 0

Prediction Analysis of Literacy Numeracy and Technology Adaptation Abilities of Students Who Participate in Teaching Campuses Using the KNN Algorithm 利用 KNN 算法对参与校园教学的学生的读写算和技术适应能力进行预测分析

Journal of Artificial Intelligence and Engineering Applications (JAIEA) Pub Date : 2024-02-15 DOI: 10.59934/jaiea.v3i2.437

Rozaq Habibi, I. G. Prahmana, Indah Ambarita, Lina Arliana Nur Kadim

{"title":"Prediction Analysis of Literacy Numeracy and Technology Adaptation Abilities of Students Who Participate in Teaching Campuses Using the KNN Algorithm","authors":"Rozaq Habibi, I. G. Prahmana, Indah Ambarita, Lina Arliana Nur Kadim","doi":"10.59934/jaiea.v3i2.437","DOIUrl":"https://doi.org/10.59934/jaiea.v3i2.437","url":null,"abstract":"Literacy and numeracy skills, technological adaptation carried out by students during the Ministry of Education and Culture's campus teaching program are influenced by the limited competencies possessed by students which are not in accordance with the study program and learning can be influenced by location, network and distance to school, influencing independent campus program activities which are less effective. and efficient in teaching. So the learning and teaching process when students are on site inspection is primarily and foremost when students carry out observations at the target school. Literacy is the process of training students in the knowledge of reading techniques. Numeracy is the process of training students in knowledge of counting techniques and technological adaptation which plays a very important role in influencing digital literacy and numerization. Students and teachers still experience difficulties in the field of hardware technology and many still have low knowledge in carrying out and implementing technological adaptation in schools. with location, network and distance for schools in remote areas. Higher education greatly influences the teaching competence of students who take part in campus teaching programs. So students carry out literacy, numerization and technology adaptation programs according to their study program. Assist the campus in analyzing the campus teaching competency of the Ministry of Education, Culture and Research and Technology's campus teaching program using the K-Nearst Neighbor algorithm. By predicting the level of teaching competency, students in the campus teaching program can know the teaching competency abilities of students who take part in the campus teaching program . Based on testing using 35 test data, the value K = 3 predicts the level of teaching quality and competency so that the system accuracy is 75%, proven by testing the Python programming language system.","PeriodicalId":320979,"journal":{"name":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","volume":"78 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139834914","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Augmented Reality-Based 3D Technology Learning Media for Human Respiratory Organs 基于增强现实技术的人体呼吸器官 3D 学习媒体

Journal of Artificial Intelligence and Engineering Applications (JAIEA) Pub Date : 2024-02-15 DOI: 10.59934/jaiea.v3i2.431

Cherly Evanjeli, Novi Aryani Fitri, Yasir Arafat, Suharsono

引用次数: 0