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2022 1st International Conference on Information System & Information Technology (ICISIT)最新文献

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A Study of Computer Aided Tools for Evaluation of Text in English as A Foreign Language 外语英语文本评价的计算机辅助工具研究
2022 1st International Conference on Information System & Information Technology (ICISIT) Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872975
Malini Sathyabalan, Maxwell Christian
{"title":"A Study of Computer Aided Tools for Evaluation of Text in English as A Foreign Language","authors":"Malini Sathyabalan, Maxwell Christian","doi":"10.1109/ICISIT54091.2022.9872975","DOIUrl":"https://doi.org/10.1109/ICISIT54091.2022.9872975","url":null,"abstract":"The Automated Essay Score System is a web-based system that uses cloud computing to score and evaluate essay entries. It sends real-time score feedback to encourage revision. These essay scoring have alleviated some of the burden on teachers to improve students' writings, but there are still some issues that are not yet addressed. This research looks at the benefits and drawbacks of automated evaluation systems, as well as whether they will continue to grow in the future. This study explains the existing issues based on feedback from teachers and students who use the online writing system in order to improve its effectiveness in writing. A few research questions are addressed in this study concerning the usefulness of an automated essay grading system. What are the most significant issues with computerized essay scoring systems? Will the automated essay scoring system see a good trend in the not-too-distant future? When assessing writing, what are the best ways to utilize online resources, such as automated essay scoring tools?","PeriodicalId":214014,"journal":{"name":"2022 1st International Conference on Information System & Information Technology (ICISIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131635257","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
A Parallelization Based Ant Colony Optimization for Travelling Salesman Problem 基于并行化的蚁群优化求解旅行商问题
2022 1st International Conference on Information System & Information Technology (ICISIT) Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9873092
G. Baydogmus
{"title":"A Parallelization Based Ant Colony Optimization for Travelling Salesman Problem","authors":"G. Baydogmus","doi":"10.1109/ICISIT54091.2022.9873092","DOIUrl":"https://doi.org/10.1109/ICISIT54091.2022.9873092","url":null,"abstract":"Many problems investigated in computer science are also related to problems in daily life. The most famous of these is the Traveling Salesman Problem. This problem is a routing problem and is related to problems such as transportation, networking, vehicle routing. Among the many approaches proposed for TSP so far, the most popular are convolutional algorithms. In this study, a Parallelized Ant Colony Optimization Algorithm is proposed to solve the Traveling Salesman Problem. Thanks to parallelization, the growing time complexity due to the increasing number of cities has been solved. In addition, the effect of the number of colonies on the result was also examined in the study. Experimental results were performed on 5 different problems taken from TSPLIB to validate the developed parallel algorithm. As a result of the study, it has been seen that the increase in the number of colonies increases the time complexity of the algorithm, but thanks to parallelization, it works 50% faster than normal operation.","PeriodicalId":214014,"journal":{"name":"2022 1st International Conference on Information System & Information Technology (ICISIT)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134428812","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
Investigation of The Impact of Routing Protocol in Green IoT with Netsim 利用Netsim研究路由协议对绿色物联网的影响
2022 1st International Conference on Information System & Information Technology (ICISIT) Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9873051
Muhammad Fadhil Bin Lakarani, Aznida Abu Bakar Sajak, Mohd Nazri Ismail, Noormadinah Allias
{"title":"Investigation of The Impact of Routing Protocol in Green IoT with Netsim","authors":"Muhammad Fadhil Bin Lakarani, Aznida Abu Bakar Sajak, Mohd Nazri Ismail, Noormadinah Allias","doi":"10.1109/ICISIT54091.2022.9873051","DOIUrl":"https://doi.org/10.1109/ICISIT54091.2022.9873051","url":null,"abstract":"Technology evolution nowadays moves vigorously to improve daily human life and directly affect the earth’s resource consumption. Reducing energy consumption leads to reducing carbon dioxide (CO2) emission to the surrounding, which can cause environmental and health issues. The balance of fast data transmission with efficient energy consumption is vital for achieving green IoT. One part of the IoT system, the wireless sensor, performs a duty to operate continuously without data delay. That is why most wireless sensors only collect raw data and do packet forwarding, where later it will be analyzed by another physical device. Although the sensors still need to recognize the routing topology by themselves, the energy consumed to forward the packet to its destination can be optimized. Researchers have used various ways to control energy consumption using different hardware and power management, so this research wants to focus on how using different routing protocols can impact energy consumption.","PeriodicalId":214014,"journal":{"name":"2022 1st International Conference on Information System & Information Technology (ICISIT)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116952198","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: 3
Kampusku: Information Portal Mobile Application Design of Private Universities in Indonesia Kampusku:印度尼西亚私立大学的信息门户移动应用程序设计
2022 1st International Conference on Information System & Information Technology (ICISIT) Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872657
Elena Oddey Goretti, Y. Kusumawati, A. Widita
{"title":"Kampusku: Information Portal Mobile Application Design of Private Universities in Indonesia","authors":"Elena Oddey Goretti, Y. Kusumawati, A. Widita","doi":"10.1109/ICISIT54091.2022.9872657","DOIUrl":"https://doi.org/10.1109/ICISIT54091.2022.9872657","url":null,"abstract":"Education is learning that humans take throughout their lives to gain experience and knowledge. College is the highest level that can be reached in attaining education and degrees. After students graduate from Senior High School, students can continue their studies towards higher education. High school students have a high interest in private universities. However, private universities are likely unable to facilitate information to students practically. The purpose of making this application is to facilitate students who wished to continue their studies at higher education institutions with information from various private universities in Indonesia. The stages of this research method used the Design Thinking process. Therefore, to help students who have difficulty choosing private universities, the author wishes to create information portal application of private universities in Indonesia.","PeriodicalId":214014,"journal":{"name":"2022 1st International Conference on Information System & Information Technology (ICISIT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115305142","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
Detecting Fake Yelp Reviews Using a Positional LSTM / K-L Divergence Ensemble Approach 使用位置LSTM / K-L散度集成方法检测虚假Yelp评论
2022 1st International Conference on Information System & Information Technology (ICISIT) Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872788
Christopher G. Harris
{"title":"Detecting Fake Yelp Reviews Using a Positional LSTM / K-L Divergence Ensemble Approach","authors":"Christopher G. Harris","doi":"10.1109/ICISIT54091.2022.9872788","DOIUrl":"https://doi.org/10.1109/ICISIT54091.2022.9872788","url":null,"abstract":"Online reviews of products and services often have a significant impact on future purchases. Unfortunately, this invites opportunities for fraud –to provide fake reviews to improve a company’s reputation in the eyes of consumers or to disparage the reputation of a competitor. We combine two methods to detect fraud in Yelp restaurant reviews. First, we develop and apply a bi-directional Long-Short Term Memory (LSTM), a type of recurrent neural network, to take advantage of the positional relevancy of comments within reviews. LSTMs are well-suited to examine linguistic features in text and evaluating different regions of text within the review enhances our model’s accuracy. To this component, we apply a Kullback-Leibler (K-L) divergence technique to examine the discrepancy in the term rankings between real and fake Yelp reviews. This ensemble is used to discriminate fake reviews from real ones, achieving an Average Precision (AP) of 0.5402 and an Area Under the Curve (AOC) of 0.866. which is an improvement over other state-of-the-art techniques on the same YelpNYC dataset.","PeriodicalId":214014,"journal":{"name":"2022 1st International Conference on Information System & Information Technology (ICISIT)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115751804","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
Implementation of Virtual Organization in a Global Distributed Company: A Case Study 虚拟组织在全球分布式公司中的实施:一个案例研究
2022 1st International Conference on Information System & Information Technology (ICISIT) Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9873088
Fifeka Onanda Wahid, Agustinus Dwiutomo Pristya Putra, Heri Heryadi, Anggraini Naya Parahita, Mohamad Hilmy Zhafrani, M. R. Shihab
{"title":"Implementation of Virtual Organization in a Global Distributed Company: A Case Study","authors":"Fifeka Onanda Wahid, Agustinus Dwiutomo Pristya Putra, Heri Heryadi, Anggraini Naya Parahita, Mohamad Hilmy Zhafrani, M. R. Shihab","doi":"10.1109/ICISIT54091.2022.9873088","DOIUrl":"https://doi.org/10.1109/ICISIT54091.2022.9873088","url":null,"abstract":"XYZ company is a multinational company owning 40 worldwide offices. Since the business is geographically distributed with many employees, tight, strong, and efficient coordination is necessary. This paper observes how virtual organization is implemented in the XYZ company as a globally distributed company. This research was conducted with a qualitative method. Primary data is obtained with interviews and secondary data collected from relevant studies and literature documents from trusted sources. The result shows the organizational structure, communication, collaboration, and XYZ's diversity and inclusion. This company uses a distributed communication model. Every branch can collaborate with any branch. They use several tools for collaboration and communication, such as Microsoft Teams, WebEx, Jira, Confluence, and Internal Global Website System. To handle the challenge in time zone differences, XYZ company has two communication methods: synchronous and asynchronous communication. XYZ company encourage a diverse and inclusive workspace because they have branch all over the world. It shows that virtual organization is becoming an increasingly important mode of work with the widespread use of information technologies. With the help of a virtual organization, a globally distributed company can connect each of its branches even though they are geographically apart from each other.","PeriodicalId":214014,"journal":{"name":"2022 1st International Conference on Information System & Information Technology (ICISIT)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126921104","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
Issues and Challenges of the Data Analytics Development Project in The Center of Information System and Financial Technology 信息系统与金融技术中心数据分析发展项目的问题与挑战
2022 1st International Conference on Information System & Information Technology (ICISIT) Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872715
Muhammad Badriansyah Putra, Fahmi Alaydrus, Ira Sulistyowati, T. Raharjo, Riko Wijayanto
{"title":"Issues and Challenges of the Data Analytics Development Project in The Center of Information System and Financial Technology","authors":"Muhammad Badriansyah Putra, Fahmi Alaydrus, Ira Sulistyowati, T. Raharjo, Riko Wijayanto","doi":"10.1109/ICISIT54091.2022.9872715","DOIUrl":"https://doi.org/10.1109/ICISIT54091.2022.9872715","url":null,"abstract":"The development of information technology encourages the government to digitize business processes. The digitization generates a large and varied volume from various data sources so that data analytics development projects are required to overcome this to support the organization’s data-driven decision making. This study aims to identify problems and challenges in the data analytics development project at the Center for Information Systems and Financial Technology (Pusintek) then the data analytics can prepare a strategic plan to minimize the issues and challenges so that the data analytic is optimally successful. The identification of issues and challenges in the development of data analytics projects is carried out through interviews with employees who carry out data analytics development projects at Pusintek in 2021 and then analyzed using qualitative analysis methods. Result of this study, the most issues and challenges in the data analytics development project at Pusintek are the data & information management and data analytics teams, followed by management, project management, and process. These issues and challenges should get more attention from the organization to be followed up immediately so that data analytics projects can be successful.","PeriodicalId":214014,"journal":{"name":"2022 1st International Conference on Information System & Information Technology (ICISIT)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126142438","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
Heart Diagnose Application Using Bagging Algorithm Bagging算法在心脏诊断中的应用
2022 1st International Conference on Information System & Information Technology (ICISIT) Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872984
Muhammad Akbar Haikal Frasanta, D. Wijaya, Heru Nugroho, Tora Fahrudin
{"title":"Heart Diagnose Application Using Bagging Algorithm","authors":"Muhammad Akbar Haikal Frasanta, D. Wijaya, Heru Nugroho, Tora Fahrudin","doi":"10.1109/ICISIT54091.2022.9872984","DOIUrl":"https://doi.org/10.1109/ICISIT54091.2022.9872984","url":null,"abstract":"One of the many organs in the human body is the heart. The function of the heart is to pump blood all over the body. If the heart is suffering damage or interference, it could cause many harms to people starting from chest pain, fatigue, dizziness, and the worse is death. To prevent this is by doing a heart health check to get the treatment needed. However, the patients have to come to the hospital to do a heart health check, which costs a lot of money. Therefore, we propose another method of diagnosing heart disease. This study uses a machine learning bagging algorithm (random forest) to detect heart disease with two classes: no disease or disease. The evaluation results show that the bagging algorithm achieved 97.8% accuracy from the best optimal grid search parameters. It can be concluded that this proposed method can fairly discriminate heart disease.","PeriodicalId":214014,"journal":{"name":"2022 1st International Conference on Information System & Information Technology (ICISIT)","volume":"137 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124322921","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
User Experience Evaluation of Surabaya’s Freeletics Community Information System Using User Experience Questionnaire (UEQ) 使用用户体验问卷(UEQ)评价泗水市自由电子社区信息系统的用户体验
2022 1st International Conference on Information System & Information Technology (ICISIT) Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872977
Mirza Ramadhani, Sidharta, Nadya Permata Budhianto
{"title":"User Experience Evaluation of Surabaya’s Freeletics Community Information System Using User Experience Questionnaire (UEQ)","authors":"Mirza Ramadhani, Sidharta, Nadya Permata Budhianto","doi":"10.1109/ICISIT54091.2022.9872977","DOIUrl":"https://doi.org/10.1109/ICISIT54091.2022.9872977","url":null,"abstract":"The Freeletics Surabaya Sports Community Information System (FLSUB) aims to provide information about community activities, health, sports events and 12 weeks programs. In the 12 weeks program, each member is given a menu to work out and members are required to report progress by inputting data in the form of time and body photos during the 12 weeks program. In the development of FLSUB, measurement of User Experience (UX) is an important stage that must be passed. To ensure that FLSUB can be used properly by users, it is important to first measure whether FLSUB has met all dimensions of user experience (UX). This study measures user experience (UX) related to features on FLSUB. The research instrument used is the User Experience Questionnaire (UEQ). UEQ is a fast and efficient technique for measuring the User Experience (UX) dimension in FLSUB. This research is successful in measuring the feature part of the FLSUB application and shows which UX dimensions in FLSUB need to be improved before it can be fully used by users. The results of this study indicate that the FLSUB system has advantages in the dimensions of the Perspicuity scale with a mean value of 1.795, and the lowest dimension is the Novelty scale with a mean of 0.625.","PeriodicalId":214014,"journal":{"name":"2022 1st International Conference on Information System & Information Technology (ICISIT)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121541456","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: 5
Factors Affecting the Success of Information Technology Projects 影响信息技术项目成功的因素
2022 1st International Conference on Information System & Information Technology (ICISIT) Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872642
Justin, M. Jasmi, A. Gui, Faizah Shahudin, M. S. Shaharudin
{"title":"Factors Affecting the Success of Information Technology Projects","authors":"Justin, M. Jasmi, A. Gui, Faizah Shahudin, M. S. Shaharudin","doi":"10.1109/ICISIT54091.2022.9872642","DOIUrl":"https://doi.org/10.1109/ICISIT54091.2022.9872642","url":null,"abstract":"IT project incurs a high-profit margin but leave the company at risk if poorly managed. The integration of the information system is crucial to the success of the project in order to guarantee that it continues on track and achieve success. This research aims to assess the link and effect of such elements on the success of an IT project. Top management support, communication, change management, organisational culture, training, transactional leadership, transformational leadership, and objective clarity are just a few factors to consider. The questionnaire used for data collection was delivered to respondents in a snowball fashion using the snowball approach. The respondents who took part in this study were those involved in an information technology project: firm managers, supervisors, directors, commissioners, project personnel, and interns. The data were processed and analysed using SPSS version 26 and SmartPLS version 3.3.5. According to the findings of this study, the factors of communication, training, and organisational culture all contribute to project success favourably. The Top Management Support variable, on the other hand, has a negative impact on the project’s overall performance. This study found that the operational and middle management view top management and leadership as unsatisfactory in pursuing project success in Indonesia. Thus, bridging the vision from top management and middle management is required.","PeriodicalId":214014,"journal":{"name":"2022 1st International Conference on Information System & Information Technology (ICISIT)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121547867","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
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