The 12th International Conference on Advances in Information Technology最新文献_第2页

SkeletonVR: Educating Human Anatomy Through An Interactive Puzzle Assembly 骷髅vr:通过互动拼图组装教育人体解剖学

The 12th International Conference on Advances in Information Technology Pub Date : 2021-06-29 DOI: 10.1145/3468784.3471605

Jake Gonzalez, Chau Pham, Afamefuna Umejiaku, Juanita Benjamin, Tommy Dang

引用次数: 1

Multi-Class Primary Morphology Lesions Classification Using Deep Convolutional Neural Network 基于深度卷积神经网络的多类原发性形态学病变分类

The 12th International Conference on Advances in Information Technology Pub Date : 2021-06-29 DOI: 10.1145/3468784.3468887

Naqibullah Vakili, Worarat Krathu, Nongnuch Laomaneerattanaporn

引用次数: 2

Human Factors in Cybersecurity: A Scoping Review 网络安全中的人为因素:范围审查

The 12th International Conference on Advances in Information Technology Pub Date : 2021-06-29 DOI: 10.1145/3468784.3468789

Tashfiq Rahman, Rohani Rohan, Debajyoti Pal, P. Kanthamanon

{"title":"Human Factors in Cybersecurity: A Scoping Review","authors":"Tashfiq Rahman, Rohani Rohan, Debajyoti Pal, P. Kanthamanon","doi":"10.1145/3468784.3468789","DOIUrl":"https://doi.org/10.1145/3468784.3468789","url":null,"abstract":"Humans are often considered to be the weakest link in the cybersecurity chain. However, traditionally the Computer Science (CS) researchers have investigated the technical aspects of cybersecurity, focusing on the encryption and network security mechanisms. The human aspect although very important is often neglected. In this work we carry out a scoping review to investigate the take of the CS community on the human-centric cybersecurity paradigm by considering the top conferences on network and computer security for the past six years. Results show that broadly two types of users are considered: expert and non-expert users. Qualitative techniques dominate the research methodology employed, however, there is a lack of focus on the theoretical aspects. Moreover, the samples have a heavy bias towards the Western community, due to which the results cannot be generalized, and the effect of culture on cybersecurity is a lesser known aspect. Another issue is with respect to the unavailability of standardized security-specific scales that can measure the cybersecurity perception of the users. New insights are obtained and avenues for future research are presented.","PeriodicalId":341589,"journal":{"name":"The 12th International Conference on Advances in Information Technology","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128456099","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: 18

Exploiting Multilingual Neural Linguistic Representation for Sentiment Classification of Political Tweets in Code-mix Language 基于多语言神经语言表征的混码政治推文情感分类

The 12th International Conference on Advances in Information Technology Pub Date : 2021-06-29 DOI: 10.1145/3468784.3470787

R. Kannan, Sridhar Swaminathan, Chutiporn Anutariya, V. Saravanan

{"title":"Exploiting Multilingual Neural Linguistic Representation for Sentiment Classification of Political Tweets in Code-mix Language","authors":"R. Kannan, Sridhar Swaminathan, Chutiporn Anutariya, V. Saravanan","doi":"10.1145/3468784.3470787","DOIUrl":"https://doi.org/10.1145/3468784.3470787","url":null,"abstract":"Social media is more and more utilized by people around the world to express their feelings and opinions in the kind of short text messages. Twitter has been a rapidly growing microblogging social networking website where people express their opinions in a precise and simple manner of expressions. It has also become a platform for governmental, non-governmental and individual opinions and policy announcements. Detecting sentiments from tweets has a wide range of applications including identifying the anxiety or depression of individuals and measuring the well-being or mood of a community. In addition, the sentiment classification becomes complex when the tweet is written in codemix language which is a mix of two different languages. The main objective of this paper is to classify tweets written in mix of Tamil and English language into positive, negative, or neutral. This is achieved by fine tuning a pretrained multilingual text representation model as well as deep learning transformers. The proposed approach is experimented with large scale of tweets collected for societal issues in India. We also provide a comparative study of different machine learning and deep learning models. The proposed architecture based on neural linguistic representation provides significant accuracy in classifying both Tamil and codemix tweets.","PeriodicalId":341589,"journal":{"name":"The 12th International Conference on Advances in Information Technology","volume":"165 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116047820","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

Web Components Template Generation from Web Screenshot 从Web截图生成Web组件模板

The 12th International Conference on Advances in Information Technology Pub Date : 2021-06-29 DOI: 10.1145/3468784.3468787

Pattana Anunphop, P. Chongstitvatana

{"title":"Web Components Template Generation from Web Screenshot","authors":"Pattana Anunphop, P. Chongstitvatana","doi":"10.1145/3468784.3468787","DOIUrl":"https://doi.org/10.1145/3468784.3468787","url":null,"abstract":"AI-driven automation is the game-changer in this decade. The one concept that belongs to this domain is to simulate human working processes by using machine learning. An adaptation of this knowledge in web development is popularized topic in the web developer society. Moreover, Web Components, the new paradigm in software engineering practices in web development, becomes the new standard defined by World Wide Web Consortium (W3C). It is an essential building block for modularizing large and complex web applications into smaller pieces and then presenting them via the web browser on the user's computer or mobile. We combine knowledge between Computer Vision (CV) with deep learning and Web Components developer framework together to train the machine to recognize bounding boxes and category labels for each object of interest in an image. This paper introduces the methodology to automatically generate a website by neuron network model composite with many small web components. Our work's best result has a validation loss of 1.873, which can recognize the web object and transform it into the Web Components Template by React web framework.","PeriodicalId":341589,"journal":{"name":"The 12th International Conference on Advances in Information Technology","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126247677","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

Building Energy Consumption Forecasting: A Comparison of Gradient Boosting Models 建筑能耗预测:梯度提升模型的比较

The 12th International Conference on Advances in Information Technology Pub Date : 2021-06-29 DOI: 10.1145/3468784.3470656

Abnash Bassi, Anika Shenoy, Arjun Sharma, Hanna Sigurdson, Connor Glossop, Jonathan H. Chan

{"title":"Building Energy Consumption Forecasting: A Comparison of Gradient Boosting Models","authors":"Abnash Bassi, Anika Shenoy, Arjun Sharma, Hanna Sigurdson, Connor Glossop, Jonathan H. Chan","doi":"10.1145/3468784.3470656","DOIUrl":"https://doi.org/10.1145/3468784.3470656","url":null,"abstract":"Abstract: Building energy consumption forecasting is essential for improving the sustainability of buildings in the context of addressing climate change. Accurate building load predictions are useful for energy efficient building design selection and demand-side management initiatives. Using historical building energy consumption data has allowed researchers to develop machine learning models to improve the accuracy of such predictions, beyond inefficient traditional approaches otherwise used by the building sector. This work examines gradient boosting machine learning models, namely LightGBM, CatBoost, and XGBoost, for the purpose of comparing their performance on a select dataset. These gradient boosting models are popular in Kaggle machine learning contest solutions but have not been compared formally for the application of building energy consumption predictions. This work applies the three gradient boosting algorithms to a synthesized dataset for a large office building in Chicago. Preliminary results from the presented comparison demonstrate that XGBoost performs better than LightGBM and CatBoost when trained on the selected dataset.","PeriodicalId":341589,"journal":{"name":"The 12th International Conference on Advances in Information Technology","volume":"272 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131691590","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: 10

Interactive Qualitative Data Visualization for Educational Assessment 交互式定性数据可视化教育评估

The 12th International Conference on Advances in Information Technology Pub Date : 2021-06-29 DOI: 10.1145/3468784.3469851

Huyen N. Nguyen, Caleb M. Trujillo, Kevin Wee, Kathleen A. Bowe

{"title":"Interactive Qualitative Data Visualization for Educational Assessment","authors":"Huyen N. Nguyen, Caleb M. Trujillo, Kevin Wee, Kathleen A. Bowe","doi":"10.1145/3468784.3469851","DOIUrl":"https://doi.org/10.1145/3468784.3469851","url":null,"abstract":"Data visualization accelerates the communication of quantitative measures across many fields, including education, but few visualization methods exist for qualitative data in educational fields that capture both the context-specific information and summarize trends for instructors. In this paper, we design an interface to visualize students’ weekly journal entries collected as formative educational assessments from an undergraduate data visualization course and a statistics course. Using these qualitative data, we present an interactive WordStream and word cloud to show the temporal and topic-based organization of students’ development during instruction and explore the patterns, trends, and diversity of student ideas in a context-specific way. Informed by the Technology Acceptance Model, we used an informal user study to evaluate the perceived ease of use and usefulness of the tool for instructors using journal entries. Our evaluation found the tool to be intuitive, clear, and easy-to-use to explore student entries, especially words of interest, but might be limited by focusing on word frequencies rather than underlying relationships among the student’s ideas or other measures in assessment. Implications and challenges for bridging qualitative data for educational assessment with data visualization methods are discussed.","PeriodicalId":341589,"journal":{"name":"The 12th International Conference on Advances in Information Technology","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133075477","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

Investigation of SIFT and ORB descriptors for Indoor Maps Fusion for the Multi-agent mobile robots 基于SIFT和ORB描述符的多智能体移动机器人室内地图融合研究

The 12th International Conference on Advances in Information Technology Pub Date : 2021-06-29 DOI: 10.1145/3468784.3469950

Ming-Hsien Chuang, K. Sukvichai

{"title":"Investigation of SIFT and ORB descriptors for Indoor Maps Fusion for the Multi-agent mobile robots","authors":"Ming-Hsien Chuang, K. Sukvichai","doi":"10.1145/3468784.3469950","DOIUrl":"https://doi.org/10.1145/3468784.3469950","url":null,"abstract":"There are many applications for creating an indoor map by a single robot already. When using a single robot in a large working space like a factory, the performance and robustness are needed to be increased. Multi-Agent Robot System (MAR) is introduced to meet this requirement. MAR could increase productivity and flexibility while works in a dynamic environment because it is modular and can work simultaneously. When MAR combines with Simultaneous Localization and Mapping (SLAM) technology, it can explore and discover the indoor environment cooperatively and simultaneously. Each robot creates its map with different initial poses and path planning. The main issue of a Multi-Robot SLAM (MRSLAM) is how to combine maps from different robots correctly. In this research, we will focus on algorithms of map merging. SIFT and ORB descriptors are selected along with some image processing techniques, and a proposed approach including the algorithms is verified by general benchmark map data. The results will be shown and discussed. Then, the proposed approach will be deployed into a real robot platform based on Robot Operating System (ROS). Experiments will be conducted to prove the feasibility and the limitation of the proposed approach in the real-world scenario.","PeriodicalId":341589,"journal":{"name":"The 12th International Conference on Advances in Information Technology","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115126199","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

VixLSTM: Visual Explainable LSTM for Multivariate Time Series 多维时间序列的可视化可解释LSTM

The 12th International Conference on Advances in Information Technology Pub Date : 2021-06-29 DOI: 10.1145/3468784.3471603

Tommy Dang, Huyen N. Nguyen, Ngan V. T. Nguyen

引用次数: 2

A Study of Effect of Architectural Design on Quality of Service of a Live Streaming Application with Multiple Endpoints over LTE Network 基于LTE网络的多终端直播应用体系结构设计对服务质量的影响研究

The 12th International Conference on Advances in Information Technology Pub Date : 2021-06-29 DOI: 10.1145/3468784.3469855

Charlif Prapawit, C. Angsuchotmetee

{"title":"A Study of Effect of Architectural Design on Quality of Service of a Live Streaming Application with Multiple Endpoints over LTE Network","authors":"Charlif Prapawit, C. Angsuchotmetee","doi":"10.1145/3468784.3469855","DOIUrl":"https://doi.org/10.1145/3468784.3469855","url":null,"abstract":"The number of streaming service providers has been increasing dramatically every year. Hence, users may prefer to publish their stream to multiple service endpoints simultaneously to increase visibility. However, most service providers prefer to monopolize their services. Hence, a study of a suitable architectural design of a streaming service that supports multiple streaming endpoints has not gained lots of attention. In this study, the effect of adopting different architectural design on developing a live streaming service over LTE network which can supports multiple streaming endpoints are investigated. Two major designs are selected which are a selective forwarding unit based architecture, and a non-selective forwarding unit based architecture. The results suggest that a selective forwarding unit architecture has an advantage over a non-selective forwarding unit based architecture on keeping overall average streaming end-to-end delay to be minimum., while a fluctuation in an end-to-end delay occurs in a non-selective forwarding unit based architecture in our experiment testbed. The results, discussions, and suggestions on future studies are given at the end of this study.","PeriodicalId":341589,"journal":{"name":"The 12th International Conference on Advances in Information Technology","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134254831","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