2022 International Seminar on Application for Technology of Information and Communication (iSemantic)最新文献_第8页

Vision Transformer Approach for Vegetables Recognition 基于视觉变换的蔬菜识别方法

2022 International Seminar on Application for Technology of Information and Communication (iSemantic) Pub Date : 2022-09-17 DOI: 10.1109/iSemantic55962.2022.9920435

Li-Hua Li, Radius Tanone

引用次数: 1

Selection of Optimal Transportation Routes in the Distribution of Temanggung Original Robusta Coffee using Genetic Algorithms 用遗传算法选择天芒贡原罗布斯塔咖啡配送中最优运输路线

2022 International Seminar on Application for Technology of Information and Communication (iSemantic) Pub Date : 2022-09-17 DOI: 10.1109/iSemantic55962.2022.9920408

R. Yusianto, I. Hermadi, K. Kusnadi, Marimin Suprihatin, H. Hardjomidjojo

{"title":"Selection of Optimal Transportation Routes in the Distribution of Temanggung Original Robusta Coffee using Genetic Algorithms","authors":"R. Yusianto, I. Hermadi, K. Kusnadi, Marimin Suprihatin, H. Hardjomidjojo","doi":"10.1109/iSemantic55962.2022.9920408","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920408","url":null,"abstract":"The selection of optimal transportation routes in the distribution of agro-industrial commodities consists of the need to visit locations that are the safest and optimal by considering the risk of commodity damage. In practice, the amount of time available is limited, complex, and uncertain, so metaheuristic algorithms are used. This study aims to help decision-makers choose the optimal transportation route in the original Temanggung robusta coffee distribution using Genetic Algorithms (GA). We used five interrelated research variables: location point, modes of transportation, path traversed, vehicle capacity, and distribution cost. We discussed the construction of the population, chromosome representation, fitness function, natural selection, crossover, and mutation. The results showed that the minimum distance traveled was 264.8 Km, the chromosomes having that distance were Z<inf>1</inf>\" – Z<inf>2</inf>\" – Z<inf>5</inf>\" – Z<inf>3</inf>\" – Z<inf>4</inf>\" – Z<inf>6</inf>\" – Z<inf>8</inf>\" – Z<inf>7</inf>\", and all chromosomes have the same route, namely Node<inf>1</inf> – Node<inf>2</inf> – Node<inf>5</inf> – Node<inf>3</inf> – Node<inf>4</inf> – Node<inf>6</inf> – Node<inf>8</inf> – Node<inf>7</inf>. The results of GA transportation optimization can find the minimum solution. It shows that GA can be used to choose the optimal transportation route in the distribution of the original robusta coffee of Temanggung. For further research, researchers can add resistance variables at each node.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134091602","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

Integration of Fuzzy Multi-Attribute Decision Making and Clustering Methods for Student Apprenticeship Recommendations 基于模糊多属性决策与聚类方法的学徒推荐

2022 International Seminar on Application for Technology of Information and Communication (iSemantic) Pub Date : 2022-09-17 DOI: 10.1109/iSemantic55962.2022.9920426

Wiwiek Hayyin Suristiyanti, Sholihul Ibad, M. N. Alfa Farah, Nova Rijati, Aris Marjuni

{"title":"Integration of Fuzzy Multi-Attribute Decision Making and Clustering Methods for Student Apprenticeship Recommendations","authors":"Wiwiek Hayyin Suristiyanti, Sholihul Ibad, M. N. Alfa Farah, Nova Rijati, Aris Marjuni","doi":"10.1109/iSemantic55962.2022.9920426","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920426","url":null,"abstract":"Harmonious vocational education and training with the company, industry, and occupation are carried out by providing access to apprenticeships and industrial work practices. This study proposes a method of clustering student competencies in vocational education and training institutions as a recommendation for students who can be apprenticed to the company, industry, and occupation. The Fuzzy Multi-Attribute Decision Making (FMADM) approach is proposed with a combination of two methods, namely Fuzzy Simple Additive Weighting and Fuzzy Technique for Order Preference by Similarity to Ideal Solution (FSAW-TOPSIS). FSAW-TOPSIS provides a more optimal solution and better performance. The FSAW-TOPSIS method which is integrated with clustering produces an accuracy of 100% for the Decision Tree method, with a Neural Network with the best accuracy marked by the smallest RMSE value of 0.246. FSAW-TOPSIS integration and clustering provide optimal student apprenticeship recommendations as material for decision-making for leaders of vocational education and training institutions to apprentice their students in the company, industry, and occupation.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132439062","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

Component of Traffic Management System for Developing Countries: A Review 发展中国家交通管理系统的组成部分:综述

2022 International Seminar on Application for Technology of Information and Communication (iSemantic) Pub Date : 2022-09-17 DOI: 10.1109/iSemantic55962.2022.9920460

F. Alzami, Z. Hasibuan, Sari Ayu Wulandari, Filmada Ocky Saputra, J. Jumanto, P. Andono

引用次数: 0

Optimization of Horticultural Food Commodity Distribution Routes using Genetic Algorithm with Crossover Partially Match 基于交叉部分匹配的遗传算法优化园艺食品配送路线

2022 International Seminar on Application for Technology of Information and Communication (iSemantic) Pub Date : 2022-09-17 DOI: 10.1109/iSemantic55962.2022.9920422

R. Yusianto, M. Sugarindra, Valentina Widya Suryaningtyas, Marimin Marimin

{"title":"Optimization of Horticultural Food Commodity Distribution Routes using Genetic Algorithm with Crossover Partially Match","authors":"R. Yusianto, M. Sugarindra, Valentina Widya Suryaningtyas, Marimin Marimin","doi":"10.1109/iSemantic55962.2022.9920422","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920422","url":null,"abstract":"Horticultural food commodities have unique characteristics: perishable and not durable. In addition, the distribution of these commodities is also uncertain along highly complex routes. We experimented to determine the route of potato distribution in Central Java, Indonesia. We use metaheuristic methods to find solutions to these problems. This method solves the problem using algorithms for optimization. This study aimed to determine the most optimal route using a genetic algorithm (GA) with partially matched crossover (PMX). The GA stages in this study include (1) Population Initialization; we use the Random Generator Algorithm, (2) Selection; we use the Roulette Wheel Selection method, (3) Crossover; we use the PMX method and (4) Mutation. We used ten chromosomes with seven genes each. We used ten chromosomes with seven genes each. The results of this study indicate that the best route is obtained in the second generation, namely through node1 - node7 - node2 - node6 - node5 - node3 - node4 - node1 with an optimal distance of 159 km. For further research, consider the spatial conditions for a better solution.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127625114","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

Cholesterol Detection Through Iris Using Daugman’s and GLCM Based on K-Means Clustering 基于k均值聚类的道格曼和GLCM虹膜胆固醇检测

2022 International Seminar on Application for Technology of Information and Communication (iSemantic) Pub Date : 2022-09-17 DOI: 10.1109/iSemantic55962.2022.9920428

Neza Aemal Fadilla, Mohamad Lathif Puja Sakti, Nita Setyaningsih, Naufal Zhafran, Taufik Aulia Pramudyawardhana, Viki Arri Shelomita, Nukat Alvian Ideastari, C. A. Sari, E. H. Rachmawanto, A. Fahmi

引用次数: 0

Deep Learning Model In Road Surface Condition Monitoring 路面状态监测中的深度学习模型

2022 International Seminar on Application for Technology of Information and Communication (iSemantic) Pub Date : 2022-09-17 DOI: 10.1109/iSemantic55962.2022.9920464

Robet Robet, Z. Hasibuan, M. Arief Soeleman, Purwanto Purwanto, P. Andono, Pujiono Pujiono

引用次数: 0

Early Detection for Determinants of Risky Behavior in Cervical Cancer Cases through the C4.5 Algorithm in Indonesia 印度尼西亚通过C4.5算法早期发现宫颈癌病例中危险行为的决定因素

2022 International Seminar on Application for Technology of Information and Communication (iSemantic) Pub Date : 2022-09-17 DOI: 10.1109/iSemantic55962.2022.9920459

Adinda Cipta Dewi, Guruh Fajar Shidik

{"title":"Early Detection for Determinants of Risky Behavior in Cervical Cancer Cases through the C4.5 Algorithm in Indonesia","authors":"Adinda Cipta Dewi, Guruh Fajar Shidik","doi":"10.1109/iSemantic55962.2022.9920459","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920459","url":null,"abstract":"In 2020, the discovery of cervical cancer is the second most common cancer in Indonesia after breast cancer, which is 9.2%. Community efforts to carry out prevention and early diagnosis are still low, due to lack of knowledge, awareness, and ignorance of screening. The purpose of this study is to apply the C4.5 algorithm for early detection of determinants of cervical cancer risk behavior. This study uses a quantitative approach with experimental methods on the RapidMiner application to find knowledge. The study analyzes 10 attributes that contain information about demographic and behavior. The samples studied were divided into 2, namely primary data as testing data from 23 respondents and secondary data as training data from 668 respondents. The pattern generated from the C4.5 Algorithm technique can be used to predict patient categories, are positive cervical cancer and negative cervical cancer through demographic and behavioral factors. This result indicate that demographic factor, age is the most influential determinant of a person's risk of cervical cancer. Age is one of the determinants of a person's behavior. Measurements using RapidMiner software prove that the C4.5 algorithm has an accuracy of 91.30%. While the AUC curve has a value of 0.866 which according to Gorunescu is included in the Good Classification. Researcher suggest an increase in cervical cancer prevention programs in health services such as health promotion activities, screening, and consultation on contraceptive use. This activity is very influential in reducing the incidence of cervical cancer.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125075522","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

Performance Analysis of Multiple Linear Regression and Random Forest for an Estimate of the Price of a House 多元线性回归和随机森林对房价估计的性能分析

2022 International Seminar on Application for Technology of Information and Communication (iSemantic) Pub Date : 2022-09-17 DOI: 10.1109/iSemantic55962.2022.9920454

Sukma Ayu Septianingrum, M. Alfian Dzikri, M. Soeleman, Pujiono Pujiono, M. Muslih

引用次数: 1

Super Encryption Video Cryptography : Combination of Vigenere Cipher and Myszkowski Transposition 超级加密视频密码学:Vigenere密码和Myszkowski变换的组合

2022 International Seminar on Application for Technology of Information and Communication (iSemantic) Pub Date : 2022-09-17 DOI: 10.1109/iSemantic55962.2022.9920432

Raihan Yusuf, Muhammad Hilmi, Safira Hasna Setiyani, Vira Wahyuni Idhayanti, Ali Muksin, C. A. Sari, E. H. Rachmawanto, Heru Lestiawan

{"title":"Super Encryption Video Cryptography : Combination of Vigenere Cipher and Myszkowski Transposition","authors":"Raihan Yusuf, Muhammad Hilmi, Safira Hasna Setiyani, Vira Wahyuni Idhayanti, Ali Muksin, C. A. Sari, E. H. Rachmawanto, Heru Lestiawan","doi":"10.1109/iSemantic55962.2022.9920432","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920432","url":null,"abstract":"Cryptography is a method used to protect the confidentiality of data. In super encryption, two or more encryption algorithms are combined to make it more secure. In this work Vigenere Cipher and Myszkowsi Transposition are combined to form a super encryption. Vigenere cipher is a technique of encoding messages with Caesar cipher using the characters in the key used. The key used in this algorithm is a symmetric key and the characters in the key will be used repeatedly if all the characters in the message have not been processed while the Myszkowski Transposition is a type of cipher transposition algorithm that has its own uniqueness The specialty of this algorithm is that it has the need for keywords with identically numbered repeated letters. The key used in this algorithm is in the form of words or letters that are converted into a sequence of numbers. The alphabetical arrangement of the letters in the keyword determines the numbers. The first letter in the alphabetical order will be the number 1, the second letter in the alphabetical order will be 2, and so on. The super encryption is expected to be both easy-to-implement and more secure. The data integrity is still guaranteed because the two algorithms work together to secure the data and enable its return to plaintext.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127724359","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