2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED)最新文献_第2页

Chatbot for Virtual Travel Assistant with Random Forest and Rapid Automatic Keyword Extraction 基于随机森林和快速自动关键字提取的虚拟旅行助手聊天机器人

2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED) Pub Date : 2021-08-05 DOI: 10.1109/ICCED53389.2021.9664876

D. Maylawati, Anjany Risqiati, C. Slamet, M. Ramdhani, N. Lukman, P. Dauni, Nunik Destria Arianti

{"title":"Chatbot for Virtual Travel Assistant with Random Forest and Rapid Automatic Keyword Extraction","authors":"D. Maylawati, Anjany Risqiati, C. Slamet, M. Ramdhani, N. Lukman, P. Dauni, Nunik Destria Arianti","doi":"10.1109/ICCED53389.2021.9664876","DOIUrl":"https://doi.org/10.1109/ICCED53389.2021.9664876","url":null,"abstract":"The purpose of this research is to create a web- based Chatbot application by implementing the Random Forest (RF) algorithm and Rapid Automatic Keyword Extraction (RAKE). The chatbot application will be used to become a virtual tour guide regarding tourist objects in Bandung, Indonesia. This is because the need for information is very important for most people to help and accelerate the work to be done. The data used in this research is a set of data in the form of questions as many as 192 data. The dataset is divided into training and testing data of 150 and 42 data. RF algorithm will work as an intent classifier, and RAKE will work as an entity recognizer to determine the answer to the user. The classification model is evaluated using training and testing data scenarios after the pre-processing process, such as case folding, removing regular expression, word tokenizing, and stop-words removal. The evaluation using the confusion matrix shows that an average accuracy value of the chatbot application using RF and RAKE is 98%, the precision value is 96%, and a recall value is 96%.","PeriodicalId":6800,"journal":{"name":"2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED)","volume":"380 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2021-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75549477","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: 2

Developing a Predictive Supervised Machine Learning Models for Diabetes 糖尿病预测监督机器学习模型的开发

2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED) Pub Date : 2021-08-05 DOI: 10.1109/ICCED53389.2021.9664833

Divya Kaur Bhullar, Natassha Shievanie Selvaraj, Fung Teng Choong, Chen Wan Jing, K. Xiaoxi, D. Handayani, N. Hamzah, M. Lubis, T. Mantoro

{"title":"Developing a Predictive Supervised Machine Learning Models for Diabetes","authors":"Divya Kaur Bhullar, Natassha Shievanie Selvaraj, Fung Teng Choong, Chen Wan Jing, K. Xiaoxi, D. Handayani, N. Hamzah, M. Lubis, T. Mantoro","doi":"10.1109/ICCED53389.2021.9664833","DOIUrl":"https://doi.org/10.1109/ICCED53389.2021.9664833","url":null,"abstract":"The growing number of diabetes cases today are often diagnosed late or even goes unnoticed altogether until it is in a later stage. One of the dominant explanations for this trend is the scarcity of prediction tools and techniques for this disease. Previous research has demonstrated that early prediction of diabetes can lower the risks of major health implications and increase the possibility of making improved treatment decisions for patients. This study attempts to design a model to predict diabetes based on patient’s risk factors and lifestyles. We use data from the National Institute of Diabetes and Digestive and Kidney Diseases to visualise data to understand correlations between 9 variables. We then perform data mining using Logistic Regression, Random Forests and Decision Tree to compare the best performance in accuracy and F1-score. Our findings indicate that the prediction model using the Random Forrest classifier algorithm has the highest accuracy percentage of 79.4% in predicting diabetes compared to the other two classifier algorithms.","PeriodicalId":6800,"journal":{"name":"2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED)","volume":"1 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2021-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84250109","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

Efficiency Analysis of Using Solar Panel System Tracker to Static Solar Panel 太阳能帆板系统跟踪器对静态太阳能帆板的效率分析

2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED) Pub Date : 2021-08-05 DOI: 10.1109/ICCED53389.2021.9664841

Oscar Haris, A. Darmawan, Ade Juliansyah

引用次数: 2

Design and Modeling of Shredding Machine for Recycling Plastic Waste 塑料垃圾回收撕碎机的设计与建模

2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED) Pub Date : 2021-08-05 DOI: 10.1109/ICCED53389.2021.9664847

Amelia Nuraisyah Quinsi Jemy, Astrid Vanya Octary, Kusherdarsyah Saptaji, Tasya Diana Septiani, Sylvania Mulia Fauziyyah, Rajib Mohammad, D. W. Djamari

引用次数: 2

Image Analysis of Cells Acute Lymphoblastic Leukemia Using Ensemble Learning of Deep Bagging 基于深度Bagging集成学习的急性淋巴细胞白血病细胞图像分析

2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED) Pub Date : 2021-08-05 DOI: 10.1109/ICCED53389.2021.9664867

Asad Ullah

引用次数: 4

Analysis of Cooling System Radiator Fault on Diesel Engine Using Fault Tree Analysis (FTA) Method 用故障树分析法分析柴油机冷却系统散热器故障

2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED) Pub Date : 2021-08-05 DOI: 10.1109/ICCED53389.2021.9664871

Oscar Haris, Muhammad Arif Kurniawan, Ahmad Yusuf Ali

引用次数: 0

Identifying Critical Success Factor for IT Project Implementation Using Analytical Hierarchy Process: A Case Study of Clearing and Guarantee Corporation in Indonesia 运用层次分析法确定IT项目实施的关键成功因素:以印尼清算担保公司为例

2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED) Pub Date : 2021-08-05 DOI: 10.1109/ICCED53389.2021.9664844

Indriani Wijiastuti, B. Hardian, T. Raharjo, Agus Suhanto

{"title":"Identifying Critical Success Factor for IT Project Implementation Using Analytical Hierarchy Process: A Case Study of Clearing and Guarantee Corporation in Indonesia","authors":"Indriani Wijiastuti, B. Hardian, T. Raharjo, Agus Suhanto","doi":"10.1109/ICCED53389.2021.9664844","DOIUrl":"https://doi.org/10.1109/ICCED53389.2021.9664844","url":null,"abstract":"The development of services and products using information technology will support the capital market industry in creating innovation and digital transformation. It will make the capital market business more effective, efficient, secure, and compliant with financial regulation. As one of the SROs (Self-Regulatory Organizations), XYZ has many IT Projects to support that goal. In measuring the success of IT project implementation, XYZ has a key performance indicator (KPI), namely %OTOBOS (On Time On Budget On Scope). However, based on the development project KPI reports in 2020, only 34% of projects met the KPI target of 23 IT projects by the end of 2020. Some IT projects experience delays in the implementation process of their development. This research study identified the critical success factors that significantly influence the success of IT projects. By finding these factors, there is an expectation for improvement when implementing IT Projects in XYZ. This case study research conducted a literature review from previous research studies and literature studies to find the potential CSFs of IT Projects. There are ten potential CSFs in IT projects that would be used in this study. The prioritizing of those CSF was calculated using AHP to rank those factors. This research study used a mixed-method. First, the questionnaire was filled out by 3 SMEs through interviews to know the most influential factor in IT Projects. Then, the results were validated by one of the SMEs. The CSFs were compiled based on the KPI of project success measurement: Scope, Time, and Budget. Based on the calculation of pairwise comparison, the most influential factors are project scope and requirements management, followed by the project management process. The less influential factor is organizational culture.","PeriodicalId":6800,"journal":{"name":"2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED)","volume":"1 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2021-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82319220","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

Advanced Forwarding Strategy Towards Delay Tolerant Information-Centric Networking 面向时延容忍信息中心网络的高级转发策略

2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED) Pub Date : 2021-08-05 DOI: 10.1109/ICCED53389.2021.9664879

Cutifa Safitri, Q. Nguyen, Christoforus Williem Deo Lumoindong, M. A. Ayu, T. Mantoro

{"title":"Advanced Forwarding Strategy Towards Delay Tolerant Information-Centric Networking","authors":"Cutifa Safitri, Q. Nguyen, Christoforus Williem Deo Lumoindong, M. A. Ayu, T. Mantoro","doi":"10.1109/ICCED53389.2021.9664879","DOIUrl":"https://doi.org/10.1109/ICCED53389.2021.9664879","url":null,"abstract":"Information-Centric Networking (ICN) is among the promising architecture that can drive the need and versatility towards the future generation (xG) needs. In the future, support for network communication relies on the area of telemedicine, autonomous vehicles, and disaster recovery. In the disaster recovery case, there is a high possibility where the communication path is severed. Multicast communication and DTN-friendly route algorithm are becoming suitable options to send a packet message to get a faster response and to see any of the nodes available for service, this approach could give burden to the core network. Also, during disaster cases, many people would like to communicate, receive help, and find family members. Flooding the already disturbed/severed network will further reduce communication performance efficiency even further. Thus, this study takes into consideration prioritization factors to allow networks to process and delivering priority content. For this purpose, the proposed technique introduces the Routable Prefix Identifier (RP-ID) that takes into account the prioritization factor to enable optimization in Delay Tolerant ICN communication.","PeriodicalId":6800,"journal":{"name":"2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED)","volume":"64 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2021-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75379600","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

Image Steganography Using Steg with AES and LSB 基于AES和LSB的隐写技术

2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED) Pub Date : 2021-08-05 DOI: 10.1109/ICCED53389.2021.9664834

Lalit Negi, Lokesh Negi

引用次数: 1

Road Infrastructure Completeness Factors on Road Section Performance 道路基础设施完备性对路段性能的影响因素

2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED) Pub Date : 2021-08-05 DOI: 10.1109/ICCED53389.2021.9664854

Paikun, Aldi Irawan, E. Suminar, Saepul Bahri, A. Rozandi

{"title":"Road Infrastructure Completeness Factors on Road Section Performance","authors":"Paikun, Aldi Irawan, E. Suminar, Saepul Bahri, A. Rozandi","doi":"10.1109/ICCED53389.2021.9664854","DOIUrl":"https://doi.org/10.1109/ICCED53389.2021.9664854","url":null,"abstract":"This study aims to determine the relationship between the completeness of road infrastructure and the degree of saturation. The phenomenon of a road segment includes frequent traffic jams with a very high degree of saturation. Based on this, this research is important to examine the effect of completeness of road infrastructure on the degree of saturation and performance of roads using the Indonesian Road Capacity Manual method. Based on observations, it is known that most of the roads in Indonesia do not have complete road infrastructure. The results of the analysis show that the completeness of road infrastructure greatly affects the degree of saturation. The saturation level will be higher if the average daily traffic has reached basic capacity without complete road infrastructure. But does not affect if the average daily traffic is still low. Side obstacles such as parking on the shoulder of the road, street vendors, and road damage are factors that greatly affect the degree of saturation. Therefore, it is necessary to prioritize the completeness of road infrastructure, and road maintenance to be free from side obstacles, especially on a road that has a high average daily traffic flow. Roads that have an average daily traffic flow that exceeds the basic capacity, need traffic engineering and install signs to divert the flow to other lanes.","PeriodicalId":6800,"journal":{"name":"2021 IEEE 7th International Conference on Computing, Engineering and Design (ICCED)","volume":"79 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2021-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85532209","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