2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)最新文献_第4页

Improving a Graph-to-Tree Model for Solving Math Word Problems 改进图形到树模型求解数学单词问题

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721720

Hyunju Kim, Junwon Hwang, Taewoo Yoo, Yun-Gyung Cheong

{"title":"Improving a Graph-to-Tree Model for Solving Math Word Problems","authors":"Hyunju Kim, Junwon Hwang, Taewoo Yoo, Yun-Gyung Cheong","doi":"10.1109/imcom53663.2022.9721720","DOIUrl":"https://doi.org/10.1109/imcom53663.2022.9721720","url":null,"abstract":"In the area of Math Word Problem (MWP), various methods based on deep learning technology have been actively researched. Graph-to-Tree (Graph2Tree) is one of those methods which uses a graph-based encoder and a tree-based decoder to understand the word problem and to generate a valid equation. This method is proven to be well-performed by achieving state-of-the-art on several benchmarks. However, on the benchmark of SVAMP, recent methods including Sequence-to-Sequence (Seq2Seq), Goal-driven Tree-Structured MWP Solver (GTS), and Graph2Tree performs poorly, unable to cope with several variation types that requires natural language comprehension capability. In this paper, we propose an improved version of Graph2Tree which considers the characteristics of natural language to understand the word problems. On top of the original Graph2Tree model, we additionally build Dependency Graph and enhance the Quantity Cell Graph to Softly Expanded Quantity Cell Graph. This helps a graph-based encoder to capture the relationship among words. Also, we introduce question embedding for the tree-based decoder to generate equation based on the question given as input. We conduct experiments to evaluate our model against the original Graph2Tree model on three available datasets: MAWPS, ASDiv-A, and SVAMP. We also present case studies to qualitatively examine the effectiveness of the methods and showed that our methods have improved the original Graph2Tree model.","PeriodicalId":367038,"journal":{"name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124536269","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

Resume Parsing Framework for E-recruitment 面向电子招聘的简历解析框架

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/IMCOM53663.2022.9721762

Hira Sajid, Javeria Kanwal, Saeed Ur Rehman Bhatti, Saad Ali Qureshi, A. Basharat, Shujaat Hussain, Kifayat-Ullah Khan

{"title":"Resume Parsing Framework for E-recruitment","authors":"Hira Sajid, Javeria Kanwal, Saeed Ur Rehman Bhatti, Saad Ali Qureshi, A. Basharat, Shujaat Hussain, Kifayat-Ullah Khan","doi":"10.1109/IMCOM53663.2022.9721762","DOIUrl":"https://doi.org/10.1109/IMCOM53663.2022.9721762","url":null,"abstract":"Modern approaches to improve networking and communication have given ways to the advancement of recruitment process through the development of e-recruitment recommender systems. The increasing expansion of internet- based recruiting has resulted in a large number of resumes being stored in recruitment systems. Most resumes are prepared in a variety of styles to attract the attention of recruiters, including different font sizes, font colors, and table formats. However, data mining operations such as resume information extraction, automatic profile matching, and applicant ranking are immensely affected by the variety of formats. Rule-based methods, supervised methods and semantics-based methods have been introduced to extract facts from resume accurately, however, these methods heavily depend on large amounts of annotated data that is usually difficult to collect Furthermore, these techniques are time-intensive and bear knowledge incompleteness that strongly affect the accuracy of resume parser. In this paper, we present a resume parsing framework that handles the limitations faced in the previous techniques. At first, the raw text is extracted from resumes and blocks are separated using text block classification. Furthermore, the entities are extracted using named entity recognition and enriched using ontology. The proposed resume parser accurately extracts information from resumes that directly contributes towards the selection of best candidate.","PeriodicalId":367038,"journal":{"name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124057344","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: 11

HELLO: An Android-based Mobile Application for Autism Individuals to Improve Socio-Communicational Learnability in Bangladesh HELLO:一款基于android的移动应用程序，用于改善孟加拉国自闭症患者的社会沟通学习能力

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721813

Ishrat Jahan Yra, Maksud Hossain Pranto, Amit Das

引用次数: 0

Developing a Chatbot system using Deep Learning based for Universities consultancy 开发基于深度学习的大学咨询聊天机器人系统

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721735

T. Le-Tien, Tai Nguyen-D.-P, Vy Huynh-Y

引用次数: 1

Descriptive Analysis of Built-in Security Features in Web Development Frameworks Web开发框架中内置安全特性的描述性分析

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721750

Abdulaziz Aborujilah, J. Adamu, S. Shariff, Zalizah Awang Long

{"title":"Descriptive Analysis of Built-in Security Features in Web Development Frameworks","authors":"Abdulaziz Aborujilah, J. Adamu, S. Shariff, Zalizah Awang Long","doi":"10.1109/imcom53663.2022.9721750","DOIUrl":"https://doi.org/10.1109/imcom53663.2022.9721750","url":null,"abstract":"Many challenges are facing modern web applications, and security is a major concern for web applications developers especially when today's web applications are interactive and support user collaboration. SQL injections, cross-site scripting, cross-site request forgery, and broken authentication are examples of these common security vulnerabilities. Several web development frameworks (e.g., Laravel, Spring Boot, Django, Ruby on Rails, and ASP.NET Core) provide out-of-the-box security features to protect modern web applications against the above-mentioned vulnerabilities. Developers usually use manual protection mechanisms to secure modern web applications. Although, manual protection increases the probability of web application attacks. This study focuses on reviewing and comparing and analyzing the most common vulnerabilities found in modern web applications and the web development frameworks built-in security features. This study aid software developers and organizations in selecting the most effective protection methods which are provided by web application frameworks.","PeriodicalId":367038,"journal":{"name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128313807","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 Conceptual Framework for an Integrated Healthcare Information Systems from an Organizational Perspective 从组织角度看整合医疗保健信息系统的概念框架

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/IMCOM53663.2022.9721767

Abdulaziz Aborujilah, Abubaker-Eseddig Fathi Mahmoud Elsebaie, S. A. Mokhtar, Zalizah Awang Long, S. Shariff, Nur Syahela Hussien, Mohd Nizam Husen

{"title":"A Conceptual Framework for an Integrated Healthcare Information Systems from an Organizational Perspective","authors":"Abdulaziz Aborujilah, Abubaker-Eseddig Fathi Mahmoud Elsebaie, S. A. Mokhtar, Zalizah Awang Long, S. Shariff, Nur Syahela Hussien, Mohd Nizam Husen","doi":"10.1109/IMCOM53663.2022.9721767","DOIUrl":"https://doi.org/10.1109/IMCOM53663.2022.9721767","url":null,"abstract":"Healthcare information technology integration is an essential factor to improve healthcare quality services. During COVID 19 epidemic, there is a high necessity to set up a comprehensive framework for integrating healthcare information systems (IHIS). Most of the existing works address this issue from technical perspectives. This study aims to create a comprehensive understanding and identify the crucial dimensions of the IHIS at an organizational level using the human, organization, and technology model (HOT-fit model). To achieve the study’s goal, the qualitative evaluation method is adopted to explore and analyze the existing studies on IHIS from organizational perspectives. The study investigates the key dimensions that affect the development of IHIS at the organizational level, which do not adequately discuss in the previous studies. The findings indicate that the key IHIS dimensions could be recognized by using the three dimensions of IT infrastructure, and organizational process, as well as the human factor. From the other side, the organization would be able to curb the coronavirus COVID-19 outbreak as the conceptual framework highlighted the relationships among the dimensions by facilitating the information sharing within an organization to attain coordination and cooperation between stakeholders which can improve the monitoring capability in the system. This study contributes to academic research, by producing a conceptual framework for IHIS dimensions. As the framework can be used as a guideline by healthcare decision-makers and healthcare project managers to understand the integration requirements at the organizational level.","PeriodicalId":367038,"journal":{"name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121398120","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

Collection Tree for Wireless Coverage Problem in Mobile Crowdsensing 移动众测中无线覆盖问题的收集树

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721737

Dejun Kong, Xiaofeng Gao, Guihai Chen

引用次数: 0

Monocular Intra-vehicular Distance Estimation using Front Vehicle License Plate 基于车牌的单目车内距离估计

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721763

Yu Rong, Jinglong Jiang, Husna Mutahira, S. M. Mannan

{"title":"Monocular Intra-vehicular Distance Estimation using Front Vehicle License Plate","authors":"Yu Rong, Jinglong Jiang, Husna Mutahira, S. M. Mannan","doi":"10.1109/imcom53663.2022.9721763","DOIUrl":"https://doi.org/10.1109/imcom53663.2022.9721763","url":null,"abstract":"Intra-vehicular distance estimation is crucial for advanced driver assistance systems (ADAS), since it is capable of efficiently avoiding the dangers while driving. Most methods for distance estimation use the height of the camera above the road level, which is difficult to obtain. In this paper, a measurement method for license plate detection based on monocular distance estimation is proposed. The method consists of license plate localization, digital segmentation, and distance measurement modules. At first, license plate is detected using traditional method. To reduce the interference, a trapezoid area in front of the vehicle is chosen as the region of interest (ROI), and Sobel operator is employed to perform edge detection. Later, segmentation is performed followed by distance calculation using the heights of the digits on the license plate. The actual distance is then estimated by comparing the real height and the pixel height of the license plate digits that are obtained with a single camera. The experimental results show improved performance than the previous methods.","PeriodicalId":367038,"journal":{"name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","volume":"6 18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123644253","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

A gain boosted single stage wideband InP HBT amplifier for terahertz applications 用于太赫兹应用的增益增强单级宽带InP HBT放大器

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/IMCOM53663.2022.9721734

Waseem Abbas, M. Seo

引用次数: 1

Implementation on Partially Verifiable Multi-signature Scheme in Electronic Contract Systems 电子合同系统中部分可验证多重签名方案的实现

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721802

Dongwoo Kang, Hoil Ryu, Dongho Won

引用次数: 0