IJAIT (International Journal of Applied Information Technology)最新文献_第3页

Combination of Analytic Hierarchy Process and Simple Additive Weighting for Recommendation Tourist Attractions 层次分析法与简单加性加权相结合的旅游景点推荐

IJAIT (International Journal of Applied Information Technology) Pub Date : 2022-07-02 DOI: 10.25124/ijait.v5i02.4472

Elis Hernawati, Siska Komala Sari, D. Wijaya

{"title":"Combination of Analytic Hierarchy Process and Simple Additive Weighting for Recommendation Tourist Attractions","authors":"Elis Hernawati, Siska Komala Sari, D. Wijaya","doi":"10.25124/ijait.v5i02.4472","DOIUrl":"https://doi.org/10.25124/ijait.v5i02.4472","url":null,"abstract":"The selection of the right tourist attractions is always done by tourists before visiting tourist attractions. Tourists have different criteria in choosing the tourist attractions they want to visit. There are many good tourist attractions on the island of Lombok, Indonesia, but of the many tourist attractions, tourists need recommendations for the best tourist attractions to visit. Decision-making methods can be used to create a ranking system. Analytical Hierarchical Process (AHP) is a decision-making method in Multi-Criteria Decision Making (MCDM) problems by combining qualitative and quantitative factors in complex problems. Simple Additive Weighting (SAW) is a decision-making method to generate a rating preference value. The purpose of this paper is to utilize a combination of AHP-SAW to decide the weight of the criteria and the significance of alternative tourist attractions. The results of the calculation of the AHP-SAW combination resulted in the ranking of the best tourist attractions. This study uses five alternative tourist attractions on the island of Lombok, namely Pink Beach (A1), Senggigi Beach (A2), Tanjung Aan Beach (A3), Marese Hill (A4), and Mayura Park (A5) taken fro m several trusted sites. In addition, the five criteria used are visitor reviews, visitor ratings, ticket prices, the distance of tourist attractions fro m the airport, and visiting time. The results showed that the AHP-SAW combination resulted in a consistent ratio value of 0.0371 so that the criterion-weighted data could be used as a basis for calculating the preference value and ranking of alternative tourist attractions. The best alternative for tourist attractions is Tanjung Aan Beach (A3) with a preference value of 0.9554.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131834747","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

Generating Information of URL Based on Web Scraping Using YOLOv3 Face Recognition Technology 基于YOLOv3人脸识别技术的网页抓取生成URL信息

IJAIT (International Journal of Applied Information Technology) Pub Date : 2022-07-01 DOI: 10.25124/ijait.v5i02.3910

Lulud Annisa Ainun Mahmuddah, S. Wibowo, Gelar Budiman

{"title":"Generating Information of URL Based on Web Scraping Using YOLOv3 Face Recognition Technology","authors":"Lulud Annisa Ainun Mahmuddah, S. Wibowo, Gelar Budiman","doi":"10.25124/ijait.v5i02.3910","DOIUrl":"https://doi.org/10.25124/ijait.v5i02.3910","url":null,"abstract":"Artificial Intelligence (AI) is a system developed to learn and apply human intelligence. Some technologies produced from the development of Al are face recognition and web scraping. Face recognition is used for identifying or verifying the identity of an individual using their face. The result of a face recognition process can be used to collect information on the internet with a web scraping technique. This paper proposes a face recognition model and web scraping system using You Only Look Once (YOLO) object detection method and Request library written in Python. The face recognition model performed fine-tuning in two hyperparameters, which are learning rate and step training. The proposed model for face recognition is using custom datasets that contain 8000 images divided into 5 classes and evaluated using the Mean Average Precision (mAP) performance parameter, while the web scraping system is evaluated using the precision rate parameter. From the test results, the best configuration was obtained at a learning rate of 0.0001 and step training of 10K. The highest mAP that is achieved is 0.90 with a recall and precision value of 0.75 for each, while the average precision rate is 0.87. The results of this paper are expected to contribute to the development of biometric security technology.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122105287","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

DSS for Mobile-Based Determination of the Quality of Gayo 1 Coffee Seedlings by Combining the AHP-WP Method 结合AHP-WP法的移动检测加约1号咖啡幼苗质量的DSS

IJAIT (International Journal of Applied Information Technology) Pub Date : 2022-06-25 DOI: 10.25124/ijait.v5i02.4577

Mia Nurjannah, S. Samsudin, M. D. Irawan

引用次数: 1

Application of Index for Optimization Query Data in Graduate Information Systems 索引优化查询数据在研究生信息系统中的应用

IJAIT (International Journal of Applied Information Technology) Pub Date : 2022-06-25 DOI: 10.25124/ijait.v5i02.4194

Agus Sifaunajah, Rosita Khusna

{"title":"Application of Index for Optimization Query Data in Graduate Information Systems","authors":"Agus Sifaunajah, Rosita Khusna","doi":"10.25124/ijait.v5i02.4194","DOIUrl":"https://doi.org/10.25124/ijait.v5i02.4194","url":null,"abstract":"Graduates from educational institutions within the foundation of the Bahrul Ulum Islamic Boarding School each year can be more than 1000 people. The potential for this critical data has not been supported by good data collection. The data collection process is still done manually. Therefore, the level of accuracy is still fragile. In this study, an index is applied to perform query optimization. The object of this research is the database of the graduate data information system at the Bahrul Ulum Islamic Boarding School Foundation. Data collection method using literature study and interviews. The experimental stage of this research is done by determining the target output by compiling query commands. Each query command is executed ten times to find the average execution time and runs on two different hardware platforms to determine the effect of hardware on the query process. The study results show that the index can be used for data query optimization but only if it is supported by good hardware specifications so that the command execution time is optimal. When only using the index application, the average difference in execution time is 0.5 seconds.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"292 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133380123","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

Passenger Destination System for Commercial Vehicles 商用车客运目的地系统

IJAIT (International Journal of Applied Information Technology) Pub Date : 2022-06-24 DOI: 10.25124/ijait.v5i02.4681

Benjamin Kommey, E. Tamakloe, E. T. Tchao

{"title":"Passenger Destination System for Commercial Vehicles","authors":"Benjamin Kommey, E. Tamakloe, E. T. Tchao","doi":"10.25124/ijait.v5i02.4681","DOIUrl":"https://doi.org/10.25124/ijait.v5i02.4681","url":null,"abstract":"Public vehicles are predominantly the commonest and most widely used means of transport for humans in this current time. However, passengers who often commute with public vehicles mostly encounter the challenge of missing their destination primarily due to difficulties in communicating their destination to the driver, sleeping in the case of long-distance travel or the inability to recognize their destinations, and many more. In this paper, a fully functional and cost-effective passenger destination alert system for commercial vehicles (PDSCV) was developed. This designed passenger destination alert system provides solutions to the problems and as well meets the needs of some target groups such as the physically challenged. To solve these challenges, a GPS-based location module interfaced with a microcontroller unit was employed in the hardware prototype design. Destination stations were displayed and announced via an LCD and audio system respectively to generally alert all passengers on board the vehicle. The prototype also includes alert buttons beside every seat which were to be used by passengers in emergencies and to alert the driver to skip a particular terminal provided the bus is fully occupied and no passenger intends to alight. In addition to the hardware prototype, a software application was developed to provide further information to first-time travellers. The test and results from the entire system indicate a bridge in the communication gap between the driver and the passengers of commercial vehicles.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121936737","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: 1

Design and Implementation of a Final Project Plagiarism Detection System Using Cosine Similarity Method 余弦相似度法期末论文抄袭检测系统的设计与实现

IJAIT (International Journal of Applied Information Technology) Pub Date : 2022-06-24 DOI: 10.25124/ijait.v5i02.4146

Rival Fauzi, M. Iqbal, T. Haryanti

{"title":"Design and Implementation of a Final Project Plagiarism Detection System Using Cosine Similarity Method","authors":"Rival Fauzi, M. Iqbal, T. Haryanti","doi":"10.25124/ijait.v5i02.4146","DOIUrl":"https://doi.org/10.25124/ijait.v5i02.4146","url":null,"abstract":"Plagiarism is an act of taking ideas, taking research results, acquiring research results, and summarizing writing without mentioning the source, either intentionally or unintentionally. The cosine similarity method can be used to calculate the score of similarities between documents by comparing existing documents on the database with uploaded ones to gain a similarity percentage. External plagiarism detection (EPD) is used to compare the contents of articles. The design and implementation of the system will be carried out in several stages in the hope that the system can work optimally and detect text similarities accurately. This research objective is to check the plagiarism rate of the document using the cosine similarity method as a method of calculating word equations called Kipcheck. The purpose of checking the level of plagiarism is to ensure that the documents created have a minimum level of fraud to avoid academic sanctions. Kipcheck uses three application system tests; maximum word calculation that can be processed; comparing application and manual calculation; and testing the consistency of application calculation results based on two different schemes.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124890158","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

Utilizing Digital Storytelling Structure for Developing an Electronic Traditional Game Gobak Sodor 利用数字叙事结构开发电子传统游戏《五子棋

IJAIT (International Journal of Applied Information Technology) Pub Date : 2022-01-09 DOI: 10.25124/ijait.v5i01.3416

Bambang Pudjoatmodjo, Amir Hasanudin Fauzi, S. Salam, Tio Ahmad Muluk, Dendy Syahreza Maulana

{"title":"Utilizing Digital Storytelling Structure for Developing an Electronic Traditional Game Gobak Sodor","authors":"Bambang Pudjoatmodjo, Amir Hasanudin Fauzi, S. Salam, Tio Ahmad Muluk, Dendy Syahreza Maulana","doi":"10.25124/ijait.v5i01.3416","DOIUrl":"https://doi.org/10.25124/ijait.v5i01.3416","url":null,"abstract":"Gobak Sodor is a traditional game that came from Indonesia. Gobak Sodor is also known as a different name in Indonesia and Malaysia, such as Panjang tangan in Riau-Sumatra, Asing in Makassar, Galah Asin in West Java, and Galah Panjang in Malaysia. Gobak Sodor is a game that is played in two groups and has a rule that one group must prevent the opponent through the line back to back. However, Indonesia's open area has gradually reduced so that people difficult to play gobak Sodor. The loss of open land for playing Gobak Sodor and game technology advances make children slowly forget the gobak sodor. In the present time, technology is common for people to support their daily life activities. One of technology implementation form is electronic game, where peoples can play without the limitation of time and space. The electronic game also give pleasure and fun as much as conventional game activities. With the form of electronic game, this research develop a game application which implements all of the gobak sodor rules. Where the players can play the gobak sodor using their mobile device and without the trouble to play on a field or open space. Using electronic game for playing Gobak Sodor gives people satisfaction, awareness. In the hope that this will preserves the traditional game Gobak Sodor. The survey found that 80% of people have an interest to play The Gobak Sodor game.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133676240","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

Prototyping Feed-Forward Artificial Neural Network on Spartan 3S1000 FPGA for Blood Type Classification 基于Spartan 3S1000 FPGA的前馈人工神经网络血型分类样机

IJAIT (International Journal of Applied Information Technology) Pub Date : 2022-01-08 DOI: 10.25124/ijait.v5i01.3220

R. Priramadhi, Denny Darlis

引用次数: 0

Usability and User Experience Test on the Muezzin and Khatib Scheduling Mobile Application Using SUS and User Experience Questionnaire (Case Study: Al Abroor Mosque) 基于SUS和用户体验问卷的Muezzin和Khatib调度移动应用的可用性和用户体验测试(以Al Abroor清真寺为例)

IJAIT (International Journal of Applied Information Technology) Pub Date : 2021-11-08 DOI: 10.25124/IJAIT.V5I01.2778

R. Wijaya, Cahyana Cahyana, Bambang Pudjoatmodjo

引用次数: 0

Modeling and Visualization of Artillery Fire Formation based on Target Coordinates in The Forward Observer Simulator 基于目标坐标的前向观测器火炮编队建模与可视化

IJAIT (International Journal of Applied Information Technology) Pub Date : 2021-11-05 DOI: 10.25124/IJAIT.V5I01.3802

Fery Prasetyanto, Bambang Pudjoatmodjo, Agi Dwi Putra Sembiring M, Naufal Fahim Murran, Fenica Salsabila Malsyasila, Nabilah Farrassyajidah Arrosyid

引用次数: 0