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Assessing Students for Industry Readiness using Classification Methods 使用分类方法评估学生的行业准备情况
Proceedings of the 9th International Conference on Applied Computing & Information Technology Pub Date : 2022-05-25 DOI: 10.1145/3543895.3543929
Jakir Hossain Molla, Sandip Basak, S. Obaidullah, Parveen Ahmed Alam, Takaaki Goto, S. Sen
{"title":"Assessing Students for Industry Readiness using Classification Methods","authors":"Jakir Hossain Molla, Sandip Basak, S. Obaidullah, Parveen Ahmed Alam, Takaaki Goto, S. Sen","doi":"10.1145/3543895.3543929","DOIUrl":"https://doi.org/10.1145/3543895.3543929","url":null,"abstract":"Although Placement of students is an intrinsic requirement for the students worldwide majorly for professional as well as for higher degree courses. However, often the students are not aware about their skill levels that are considered as the industry readiness parameters. The Institutions often take care of the students to upgrade the skill level to meet the requirement of the Industry. In order to analyze the students based on the several parameters of industry readiness intelligent methods are required to assess them. In this research work, different classification methods are applied on the existing placement data to evaluate whether a student will get a job or not. Accuracies of these methods are compared using a real life data set. This analysis will help the Institutes to take the decision how long the training programs will continue. The result of the classification methods have been improved further using Random oversampling.","PeriodicalId":191129,"journal":{"name":"Proceedings of the 9th International Conference on Applied Computing & Information Technology","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117208393","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
Obstacle Detection Surrounding a Moving Object with Fisheye Camera and Circle Line Laser Light 用鱼眼相机和圆线激光检测运动物体周围的障碍物
Proceedings of the 9th International Conference on Applied Computing & Information Technology Pub Date : 2022-05-25 DOI: 10.1145/3543895.3543942
Shiyuan Yang, Ryota Matsuo, S. Serikawa
{"title":"Obstacle Detection Surrounding a Moving Object with Fisheye Camera and Circle Line Laser Light","authors":"Shiyuan Yang, Ryota Matsuo, S. Serikawa","doi":"10.1145/3543895.3543942","DOIUrl":"https://doi.org/10.1145/3543895.3543942","url":null,"abstract":"The purpose of this study is to suggest a new method that can easily detect obstacles surrounding by use of a circle line laser and fisheye camera. This system can be attached to a mobile robot, and obstacle detection can be taken in real time while moving. Conventional obstacle detection methods are widely used such as using ultrasonic sensors to detect the presence or absence of obstacles by transmitting ultrasonic waves from a transmitter and receiving the ultrasonic waves reflected by an object at the receiver. Also obstacle detection method using LiDAR uses remote sensing technology to detect obstacles and measure distances. Our proposed method is a different obstacle detection method that can detect obstacles surrounding with large range easily. We show the system construction by use of a circle line laser and fisheye camera and obstacle detection experimental results.","PeriodicalId":191129,"journal":{"name":"Proceedings of the 9th International Conference on Applied Computing & Information Technology","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114407809","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
Characterization of Studying Process of Using Student Log Analysis on Software Programming 软件编程中学生日志分析学习过程的表征
Proceedings of the 9th International Conference on Applied Computing & Information Technology Pub Date : 2022-05-25 DOI: 10.1145/3543895.3543937
Motoi Nakao, Yuhei Oomachi
{"title":"Characterization of Studying Process of Using Student Log Analysis on Software Programming","authors":"Motoi Nakao, Yuhei Oomachi","doi":"10.1145/3543895.3543937","DOIUrl":"https://doi.org/10.1145/3543895.3543937","url":null,"abstract":"We have tried the development of estimation method using the track of log in the process of programing learning. This research were applied to elementary school students as well as university students. From the relationship between the number of “run” or “execute” and processing time of programming learning, we have extracted the learning characterization of students. As a result, it was found that each student has each characterization for learning process, and students with many “run” or “execute” have achieved the goal in the short period. These results indicate that student log analysis is very useful method to evaluate the programing learning..","PeriodicalId":191129,"journal":{"name":"Proceedings of the 9th International Conference on Applied Computing & Information Technology","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124463035","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
Authorship Verification for Hired Plagiarism Detection 雇佣抄袭检测的作者验证
Proceedings of the 9th International Conference on Applied Computing & Information Technology Pub Date : 2022-05-25 DOI: 10.1145/3543895.3543928
Daniel Canton, Gage Christensen, Hayden Donovan, Jared Lam, Noah Wong, S. Dascalu, David Feil-Seifer, Emily Hand
{"title":"Authorship Verification for Hired Plagiarism Detection","authors":"Daniel Canton, Gage Christensen, Hayden Donovan, Jared Lam, Noah Wong, S. Dascalu, David Feil-Seifer, Emily Hand","doi":"10.1145/3543895.3543928","DOIUrl":"https://doi.org/10.1145/3543895.3543928","url":null,"abstract":"Plagiarism detection is an important tool in modern academia. With growing class sizes and the modernization of the internet, there have been more ways that allow plagiarism to excel in modern culture. Methods such as patchwriting – where an individual may copy, paste and possibly modify the content – and commissioned writing – where an individual hires another person to do the work for them – are not considered by modern plagiarism detectors. This work aims to give instructors a way to identify and detect plagiarism in student writing that addresses these difficult-to-detect issues using artificial intelligence. We introduce a tool to aid instructors in detecting plagiarism that adapts to each students’ individual writing style as they submit writing assignments. This work incorporates artificial intelligence and natural language processing that identifies the ways in which a student writes based on a collection of their essays. The proposed Authorship Verification for Hired Plagiarism Detection (AVHPD) tool includes document storage, a clean user interface, and intuitive break-downs of how a given writing sample differs from prior samples.","PeriodicalId":191129,"journal":{"name":"Proceedings of the 9th International Conference on Applied Computing & Information Technology","volume":"123 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134148754","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
Stratifying large software files to improve prediction performance in software defect prediction 对大型软件文件进行分层以提高软件缺陷预测中的预测性能
Proceedings of the 9th International Conference on Applied Computing & Information Technology Pub Date : 2022-05-25 DOI: 10.1145/3543895.3543924
Y. Alshehri, Noha Alnazzawi, Haneen Hijazi, Rawan K. Alharbi
{"title":"Stratifying large software files to improve prediction performance in software defect prediction","authors":"Y. Alshehri, Noha Alnazzawi, Haneen Hijazi, Rawan K. Alharbi","doi":"10.1145/3543895.3543924","DOIUrl":"https://doi.org/10.1145/3543895.3543924","url":null,"abstract":"Size is one of the significant factors associated with bugs, and it has been used to predict software faults. We believe that stratifying software files based on size can play an essential role in improving prediction performance. This study explored the effect of size by stratifying our sample based on each unit’s size and distributing software units in multiple stratified groups based on an equal distribution approach. We stratified the Eclipse Europa project files, and we reported the performance of each stratified group and compared them. We used two popular classifiers, decision tree J48, and random forest, to implement this experiment. These classifiers presented similar results on the same group of files. The results indicated that predicting faults with large files is better than predicting those in small files. In addition, the results showed higher median values of all performance measures and less variation in each measure.","PeriodicalId":191129,"journal":{"name":"Proceedings of the 9th International Conference on Applied Computing & Information Technology","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116435403","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
Categorization of the reviewers based on the preciseness of the consumers’ reviews in online retail marketplace 基于在线零售市场中消费者评论的准确性对评论者进行分类
Proceedings of the 9th International Conference on Applied Computing & Information Technology Pub Date : 2022-05-25 DOI: 10.1145/3543895.3543927
Anjan Dutta, Janapriyo Maitra, P. Ghosh, Punyasha Chatterjee, Takaaki Goto, S. Sen
{"title":"Categorization of the reviewers based on the preciseness of the consumers’ reviews in online retail marketplace","authors":"Anjan Dutta, Janapriyo Maitra, P. Ghosh, Punyasha Chatterjee, Takaaki Goto, S. Sen","doi":"10.1145/3543895.3543927","DOIUrl":"https://doi.org/10.1145/3543895.3543927","url":null,"abstract":"In the last decade, huge growth is observed in the online marketplace. Consumers are increasingly engaged in online shopping due to its operational flexibility, huge product search space and diversified products. In this virtual marketplace, consumers make the purchase decision not only based on product specifications given by the seller but also considers the product reviews given by the peer customers. On the other hand, inconsistent reviews make the consumers confused and thus have a negative impact on the overall sales of a business entity. Therefore, identifying the reviewers giving precise and consistent opinions about the products is important for business organizations. In this work, a novel methodology is suggested to classify reviewers into different categories based on the preciseness of the reviews. Business entities can utilize the precise reviewers for getting genuine product feedback and encourage this group to promote their products resulting in increased business growth.","PeriodicalId":191129,"journal":{"name":"Proceedings of the 9th International Conference on Applied Computing & Information Technology","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114749268","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
THURSDAY: A Web Platform to Support AutoML 星期四:支持AutoML的网络平台
Proceedings of the 9th International Conference on Applied Computing & Information Technology Pub Date : 2022-05-25 DOI: 10.1145/3543895.3543940
Chase D. Carthen, Christopher Lewis, Vinh D. Le, A. Tavakkoli, Frederick Harris, S. Dascalu
{"title":"THURSDAY: A Web Platform to Support AutoML","authors":"Chase D. Carthen, Christopher Lewis, Vinh D. Le, A. Tavakkoli, Frederick Harris, S. Dascalu","doi":"10.1145/3543895.3543940","DOIUrl":"https://doi.org/10.1145/3543895.3543940","url":null,"abstract":"THURSDAY is a web platform that aids users in building machine learning models by providing easily accessible tools to either create models manually, or through the use of automated machine learning (AutoML) libraries like AutoKeras. As part of THURSDAY’s key innovations, users are given the opportunity to configure and run multiple machine learning models. The results of these model executions can then be compared with built-in performance metrics. Finally, THURSDAY allows users to analyze hyperparameter changes, as well as the changes created by AutoML libraries, in order to provide a vital tool that aids in the revision of existing models. To meet the high volume demands of machine learning, THURDAY adopted a microservice-based design pattern that supports containerization, orchestration, and scalabability. In this paper, the design, implementation, and impact of the THURSDAY system is explored in detail. In order to evaluate the capability of THURSDAY, its core functionality is compared against similar platforms that provide machine learning support.","PeriodicalId":191129,"journal":{"name":"Proceedings of the 9th International Conference on Applied Computing & Information Technology","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123821949","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
Proposal of Host Computer Camera Controlling Method for Remote Meeting System User Utilizing Gesture Recognition 基于手势识别的远程会议系统用户上位机摄像机控制方法的提出
Proceedings of the 9th International Conference on Applied Computing & Information Technology Pub Date : 2022-05-25 DOI: 10.1145/3543895.3543941
Takumi Saito, Shiyuan Yang, S. Serikawa, Fenghui Yao
{"title":"Proposal of Host Computer Camera Controlling Method for Remote Meeting System User Utilizing Gesture Recognition","authors":"Takumi Saito, Shiyuan Yang, S. Serikawa, Fenghui Yao","doi":"10.1145/3543895.3543941","DOIUrl":"https://doi.org/10.1145/3543895.3543941","url":null,"abstract":"In this research, we propose a system that allows participants to freely change their viewpoints and move using a remote camera control system that can share screens. We use the gesture picture of a participant through any web meeting system such as the zoom system to control the shared camera by any provider using shared screen. As an example, we construct the system using the general zoom system and two programs that are gesture recognition by capturing the participant window picture and camera control according the command of gesture to share the camera movies using zoom sharing screen. There is nothing special to purchase on the participant side, and no need to create an account for the cloud server, just install the above two programs on the PC of camera provider. The weak points of the conventional remote operation can be overcome by using our proposed system.","PeriodicalId":191129,"journal":{"name":"Proceedings of the 9th International Conference on Applied Computing & Information Technology","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116620062","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
Social Media Usage Amongst University of Botswana First Year Undergraduate Students 博茨瓦纳大学一年级本科生的社交媒体使用情况
Proceedings of the 9th International Conference on Applied Computing & Information Technology Pub Date : 2022-05-25 DOI: 10.1145/3543895.3543926
T. Taukobong, O. T. Eyitayo, B. Gopolang
{"title":"Social Media Usage Amongst University of Botswana First Year Undergraduate Students","authors":"T. Taukobong, O. T. Eyitayo, B. Gopolang","doi":"10.1145/3543895.3543926","DOIUrl":"https://doi.org/10.1145/3543895.3543926","url":null,"abstract":"Despite extensive literature about social media usage among tertiary students, little is reported about Botswana's context. This study therefore seeks to investigate the extent of social media adoption among University of Botswana (UB) first year students. The study adapted a questionnaire that has been developed and tested for the measurement of social media usage in India. Students who registered for Information and Computing Skills Fundamentals II (ICT122) in five faculties in UB during the academic year 2021/22 participated in the study. The findings show that WhatsApp, Facebook and Instagram were the most commonly used applications. Social media was mostly used for entertainment purposes followed by academic use. Additionally, there were no statistically significant differences in terms of dimensions of social media use of first year undergraduate students across the various faculties and students background in relation to location and type of secondary education. Furthermore, in general students faced some constraints with social media use, although overall it was moderate.","PeriodicalId":191129,"journal":{"name":"Proceedings of the 9th International Conference on Applied Computing & Information Technology","volume":"11 19","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113934409","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
API Integrator: A UI Design and Code Automation Application Supporting API-First Design API集成器:一个支持API优先设计的UI设计和代码自动化应用程序
Proceedings of the 9th International Conference on Applied Computing & Information Technology Pub Date : 2022-05-25 DOI: 10.1145/3543895.3543939
Nicole Beaulieu, S. Dascalu, Emily Hand
{"title":"API Integrator: A UI Design and Code Automation Application Supporting API-First Design","authors":"Nicole Beaulieu, S. Dascalu, Emily Hand","doi":"10.1145/3543895.3543939","DOIUrl":"https://doi.org/10.1145/3543895.3543939","url":null,"abstract":"Microservice Architecture (MSA) is a standard for solving the technical challenges of distributed software systems. Design methodologies assist in making decisions about the functionality encapsulated by each microservice in a system. Despite the documentation supporting microservice design, challenges remain in defining microservice boundaries and concise APIs exposing business capacities of the modern distributed, data-intensive, microservice-based system. API-First Design is an emerging methodology for enterprise system design. Its primary principle suggests that software design focus on well-defined APIs as its foundation. In its infancy, research, documentation, and tools that assist in adopting an API-First Design approach are minimal. The project discussed in this paper provides the research community with a set of practitioner-defined features and a prototype for an application intended to help promote the adoption of API-First Design via an API-Driven UI design and code generation application.","PeriodicalId":191129,"journal":{"name":"Proceedings of the 9th International Conference on Applied Computing & Information Technology","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116055386","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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