首页 > 最新文献

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

英文 中文
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
Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872975
Malini Sathyabalan, Maxwell Christian
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?
自动作文评分系统是一个基于网络的系统,使用云计算对作文进行评分和评估。它会发送实时分数反馈以鼓励修改。这些作文评分在一定程度上减轻了教师提高学生作文水平的负担,但仍有一些问题尚未得到解决。这项研究着眼于自动化评估系统的优点和缺点,以及它们是否会在未来继续发展。本研究根据使用网络写作系统的教师和学生的反馈来解释存在的问题,以提高其写作效果。一些研究问题是解决在这项研究有关一个自动论文评分系统的有用性。计算机作文评分系统最重要的问题是什么?自动作文评分系统在不久的将来会有好的发展趋势吗?在评估写作时,利用在线资源(如自动作文评分工具)的最佳方法是什么?
{"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
Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9873092
G. Baydogmus
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.
计算机科学中研究的许多问题也与日常生活中的问题有关。其中最著名的是旅行推销员问题。这个问题是一个路由问题,与交通、网络、车辆路由等问题有关。在目前针对TSP提出的许多方法中,最流行的是卷积算法。本文提出了一种求解旅行商问题的并行蚁群优化算法。由于并行化,解决了由于城市数量增加而导致的时间复杂度增加的问题。此外,本研究还考察了菌落数量对结果的影响。在TSPLIB的5个不同问题上进行了实验,验证了所开发的并行算法。研究结果表明,菌落数量的增加增加了算法的时间复杂度,但由于并行化,它的工作速度比正常操作快50%。
{"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
Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9873051
Muhammad Fadhil Bin Lakarani, Aznida Abu Bakar Sajak, Mohd Nazri Ismail, Noormadinah Allias
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.
当今科技的发展日新月异,在改善人类日常生活的同时,也直接影响着地球资源的消耗。减少能源消耗导致减少二氧化碳(CO2)排放到周围,这可能导致环境和健康问题。快速数据传输与高效能源消耗的平衡对于实现绿色物联网至关重要。物联网系统的一部分是无线传感器,它的职责是在没有数据延迟的情况下连续运行。这就是为什么大多数无线传感器只收集原始数据并进行数据包转发,然后再由另一个物理设备进行分析。虽然传感器仍然需要自己识别路由拓扑,但可以优化将数据包转发到目的地所消耗的能量。研究人员已经使用不同的硬件和电源管理方法来控制能耗,因此本研究希望关注使用不同的路由协议如何影响能耗。
{"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
Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872657
Elena Oddey Goretti, Y. Kusumawati, A. Widita
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.
教育是人类在一生中获取经验和知识的学习。大学是获得教育和学位所能达到的最高水平。高中毕业后,学生可以继续深造。高中生对私立大学有很高的兴趣。然而,私立大学很可能无法向学生提供实际的信息。提出这一申请的目的是为希望在高等教育机构继续学习的学生提供便利,让他们了解印度尼西亚各私立大学的信息。本研究阶段采用了设计思维方法。因此,为了帮助在选择私立大学方面有困难的学生,笔者希望创建印度尼西亚私立大学信息门户应用程序。
{"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
Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872788
Christopher G. Harris
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.
网上对产品和服务的评论通常会对未来的购买产生重大影响。不幸的是,这为欺诈提供了机会——提供虚假评论,以提高公司在消费者心目中的声誉,或贬低竞争对手的声誉。我们结合了两种方法来检测Yelp餐厅评论中的欺诈行为。首先,我们开发并应用了一种双向长短期记忆(LSTM),一种循环神经网络,以利用评论中评论的位置相关性。lstm非常适合检查文本中的语言特征,并且在评论中评估文本的不同区域可以提高我们模型的准确性。对于这个组件,我们应用Kullback-Leibler (K-L)发散技术来检查真实和虚假Yelp评论之间的术语排名差异。该集合用于区分虚假评论和真实评论,实现平均精度(AP)为0.5402,曲线下面积(AOC)为0.866。这是对相同YelpNYC数据集的其他最先进技术的改进。
{"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
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
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.
XYZ公司是一家跨国公司,在全球拥有40个办事处。由于业务在地理上分布,有许多员工,因此需要紧密、有力和有效的协调。本文观察了虚拟组织是如何在XYZ公司作为一个全球分布的公司中实现的。本研究采用定性方法进行。主要数据是通过访谈获得的,次要数据是从相关研究和可信来源的文献文件中收集的。结果显示了组织结构、沟通、协作以及XYZ的多样性和包容性。这家公司使用分布式通信模型。每个分支都可以与任何分支协作。他们使用多种工具进行协作和通信,如Microsoft Teams、WebEx、Jira、Confluence和Internal Global Website System。为了应对时区差异的挑战,XYZ公司有两种通信方法:同步通信和异步通信。XYZ公司鼓励多元化和包容性的工作环境,因为他们在世界各地都有分公司。这表明,随着信息技术的广泛应用,虚拟组织正在成为一种越来越重要的工作方式。在虚拟组织的帮助下,全球分布的公司可以连接其每个分支机构,即使它们在地理上彼此分开。
{"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
Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872715
Muhammad Badriansyah Putra, Fahmi Alaydrus, Ira Sulistyowati, T. Raharjo, Riko Wijayanto
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.
信息技术的发展促使政府将业务流程数字化。数字化从各种数据源生成大量不同的数据,因此需要数据分析开发项目来克服这一点,以支持组织的数据驱动决策。本研究旨在确定信息系统和金融技术中心(Pusintek)数据分析开发项目中的问题和挑战,然后数据分析可以准备战略计划,以最大限度地减少问题和挑战,使数据分析获得最佳成功。通过对2021年在Pusintek开展数据分析开发项目的员工进行访谈,确定数据分析项目开发中的问题和挑战,然后使用定性分析方法进行分析。研究结果表明,在Pusintek的数据分析开发项目中,最大的问题和挑战是数据与信息管理和数据分析团队,其次是管理、项目管理和流程。这些问题和挑战应该得到组织的更多关注,并立即跟进,以便数据分析项目能够成功。
{"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
Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872984
Muhammad Akbar Haikal Frasanta, D. Wijaya, Heru Nugroho, Tora Fahrudin
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.
心脏是人体众多器官之一。心脏的功能是把血液输送到全身。如果心脏受到损害或干扰,可能会对人们造成许多伤害,从胸痛、疲劳、头晕开始,更严重的是死亡。为了预防这种情况,可以做心脏健康检查,以获得所需的治疗。然而,病人必须到医院做心脏健康检查,这要花很多钱。因此,我们提出了另一种诊断心脏病的方法。本研究使用机器学习bagging算法(随机森林)检测心脏病,分为两类:无病和有病。评价结果表明,在最优网格搜索参数下,装袋算法的准确率达到97.8%。可以得出结论,该方法可以比较公平地区分心脏病。
{"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
Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872977
Mirza Ramadhani, Sidharta, Nadya Permata Budhianto
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.
自由电子泗水体育社区信息系统(FLSUB)旨在提供有关社区活动、健康、体育赛事和12周计划的信息。在12周的计划中,每个成员都有一个菜单来锻炼,并要求成员在12周的计划中以时间和身体照片的形式输入数据来报告进度。在FLSUB的开发过程中,用户体验(UX)的测量是必须经过的一个重要阶段。为了确保用户能够正确使用FLSUB,首先衡量FLSUB是否满足用户体验(UX)的所有维度是很重要的。这项研究测量了与FLSUB相关的用户体验(UX)。研究工具是用户体验问卷(UEQ)。UEQ是FLSUB中一种快速有效的用户体验(UX)度量技术。本研究成功地测量了FLSUB应用程序的特征部分,并显示了FLSUB中哪些UX维度需要改进才能被用户充分使用。研究结果表明,FLSUB系统在清晰度量表的维度上具有优势,其平均值为1.795,新颖性量表的维度最低,平均值为0.625。
{"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
Pub Date : 2022-07-27 DOI: 10.1109/ICISIT54091.2022.9872642
Justin, M. Jasmi, A. Gui, Faizah Shahudin, M. S. Shaharudin
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.
IT项目会产生高利润率,但如果管理不善,则会使公司面临风险。信息系统的集成对于项目的成功至关重要,以保证项目继续按计划进行并取得成功。本研究旨在评估这些因素对IT项目成功的联系和影响。高层管理支持、沟通、变革管理、组织文化、培训、交易型领导、变革型领导和目标清晰度只是需要考虑的几个因素。用于数据收集的问卷是使用滚雪球方法以滚雪球的方式交付给受访者的。参与这项研究的受访者是参与信息技术项目的人员:公司经理、主管、董事、专员、项目人员和实习生。使用SPSS 26和SmartPLS 3.3.5对数据进行处理和分析。根据本研究的结果,沟通、培训和组织文化的因素都有利于项目的成功。另一方面,最高管理层支持变量对项目的整体绩效有负面影响。本研究发现,在印尼,运营和中层管理人员认为高层管理和领导在追求项目成功方面不令人满意。因此,需要在高层管理人员和中层管理人员之间架起桥梁。
{"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
期刊
2022 1st International Conference on Information System & Information Technology (ICISIT)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1