2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)最新文献_第3页

Text-Mining Application on CSR Report Analytics: A Study of Petrochemical Industry 文本挖掘在企业社会责任报告分析中的应用——以石化行业为例

2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2017-07-09 DOI: 10.1109/IIAI-AAI.2017.164

Sheng-Hung Liu, Sih-Yu Chen, Sheng-Tun Li

引用次数: 6

Competence Estimation: Classifying Expertise of Web Discussion Participants 能力估计:网络讨论参与者的专业知识分类

2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2017-07-09 DOI: 10.1109/IIAI-AAI.2017.123

Gaku Morio, K. Fujita

{"title":"Competence Estimation: Classifying Expertise of Web Discussion Participants","authors":"Gaku Morio, K. Fujita","doi":"10.1109/IIAI-AAI.2017.123","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.123","url":null,"abstract":"Web discussion bulletin boards have been attracting much attention in recent years. They enable people to hold discussions online, whereas these have traditionally been conducted face-to-face at town meetings, etc. However, in a large-scale bulletin board, not all of the participants have a deep understanding of a topic when engaging in discussion. In particular, it is important to automatically classify a person who is making useful posts if a bulletin board is intended to make agreements. This paper proposes an automated method to identify the expertise of participants by defining expertise as a requisite argumentative competence. In this paper, we propose novel features for competence estimation models: lexical features (IDF, discourse marker, and topic similarity) and a directed influence graph feature. Furthermore, in the evaluation experiments, we evaluate the precision-recall curve against the baseline. As for datasets for evaluation, the expertise of the participants in the data of discussion conducted in the actual Web discussion bulletin board is annotated in seven grades. The experimental results demonstrate that the proposed methodology is effective in many cases.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114341834","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

Technological Opportunity Analysis for the Telehealth Industry 远程医疗行业的技术机会分析

2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2017-07-09 DOI: 10.1109/IIAI-AAI.2017.97

Juite Wang, Yi-Jing Chen

{"title":"Technological Opportunity Analysis for the Telehealth Industry","authors":"Juite Wang, Yi-Jing Chen","doi":"10.1109/IIAI-AAI.2017.97","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.97","url":null,"abstract":"Early identification of emerging technological opportunities is crucial for companies to formulate technology strategies that can provide a core competitive advantage over competitors in the future. It is required to have an effective approach to support industrial practitioners to identify and analyze technological opportunities, especially for a new emerging technology-enabled market. This research develops an outlier-based patent analysis approach to explore potential technological opportunities for the telehealth industry. The proposed methodology applies text mining based on the vector space model (VSM) to represent patent documents as a term-document matrix. Latent semantic analysis (LSA), a technique in natural language processing, is used to transform the original term-document matrix into a lower dimensional space to alleviate the problem of curse of dimensionality. Then, the angle-based outlier detection (ABOD) method is applied to determine outlier patents that provide fresh ideas for new technological opportunities. Several potential opportunities are identified from the experimental results, such as new material, unified data transmission hub, new indicators for more accurate data collection, and facilitating coordination among care team members. The research finding may help Taiwans telehealth firms identify potential opportunities and improve their product strategies.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126551263","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 Multi-model SVR Approach to Estimating the CEFR Proficiency Level of Grammar Item Features 基于多模型SVR的CEFR语法项特征熟练程度评估

2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2017-07-09 DOI: 10.1109/IIAI-AAI.2017.169

Brendan Flanagan, S. Hirokawa, Emiko Kaneko, Emi Izumi, H. Ogata

引用次数: 0

Important User Group Based Web Service Recommendation 基于重要用户组的Web服务推荐

2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2017-07-01 DOI: 10.1109/IIAI-AAI.2017.114

Lulan Yu, Min Gao, Xinyu Xiao, Xiang Li, Qingyu Xiong

引用次数: 2

A Musical Composition Assistant System Using a Stochastic Musical Model 基于随机音乐模型的作曲辅助系统

2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2017-07-01 DOI: 10.1109/IIAI-AAI.2017.24

Yumi Isowa, Nami Iino, Shigeki Okino, Yasuki Iizuka

引用次数: 1

Paper Romance©-An Educational Simulation Game for Learning Papermaking with Contextual Scaffoldings for Elementary Students: The Evaluation of Learning Performance and Flow State 纸上的浪漫©-一种具有情境脚手架的小学生学习造纸的教育模拟游戏:学习表现和心流状态的评价

2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2017-07-01 DOI: 10.1109/IIAI-AAI.2017.27

Fu-Jung Lin, Chia-Ping Wang, Hui-Ci Zhung, Hsin-Yi Wang, Shu-ming Wang, Cheng-Tai Li, Ming-Chaun Li, H. Hou

引用次数: 3

Quality of Service Assurance for Internet of Things Time-Critical Cloud Applications: Experience with the Switch and Entice Projects 物联网时间关键型云应用的服务质量保证:Switch和诱使项目的经验

2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2017-07-01 DOI: 10.1109/IIAI-AAI.2017.209

S. Taherizadeh, V. Stankovski

{"title":"Quality of Service Assurance for Internet of Things Time-Critical Cloud Applications: Experience with the Switch and Entice Projects","authors":"S. Taherizadeh, V. Stankovski","doi":"10.1109/IIAI-AAI.2017.209","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.209","url":null,"abstract":"Various Internet of Things (IoT) applications, such as home automation and disaster early warning systems, are being introduced in various areas of human life and business. Today, a common method for delivery of such applications is via component-based software engineering disciplines based on cloud computing technologies such as containers. However, there are still numerous technological challenges to be solved particularly related to the time-critical Quality of Service (QoS) aspects of such applications. Runtime variations in the workload intensity as the amount of service tasks to be processed may radically affect the application performance perceived by the end-users or lead to the underutilization of resources. In order to assure the QoS of these containerized applications, monitoring is required at both container and application levels. Currently, there is a great lack of such multi-level monitoring systems. In this study, we present an architecture and implementation of a multi-level monitoring framework to ensure system health and adapt an IoT application in response to varying quantity, size and computational requirements of arrival requests. In this work, cloud application adaptation possibility includes horizontal scaling of container-based application instances.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127217685","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: 4

The Effect of Positive and Negative Switching Barriers on Switching Intention in Mobile Phone Services 手机服务中正负转换障碍对转换意愿的影响

2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2017-07-01 DOI: 10.1109/IIAI-AAI.2017.64

Yi-Fei Chuang, Chorng-Jian Liu

引用次数: 1

An Interactive Story-Based Mobile Game Application to Diagnosing Learning Style and Learning Suggestion Based on ILS: Development and Evaluation of the Adventure Hero Game 基于ILS的基于互动故事的手机游戏学习风格诊断与学习建议应用——冒险英雄游戏的开发与评价

2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2017-07-01 DOI: 10.1109/IIAI-AAI.2017.31

C. Wongwatkit, S. Chookaew, Kullawee Chaturarat, Chonlada Krutthakha

{"title":"An Interactive Story-Based Mobile Game Application to Diagnosing Learning Style and Learning Suggestion Based on ILS: Development and Evaluation of the Adventure Hero Game","authors":"C. Wongwatkit, S. Chookaew, Kullawee Chaturarat, Chonlada Krutthakha","doi":"10.1109/IIAI-AAI.2017.31","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.31","url":null,"abstract":"Unknowing learning style has unavoidably become limitations for improving learning performance. Index of Learning Style (ILS) has widely been used to identify students learning style and to provide learning suggestions accordingly; unfortunately, question items are presented in text-based format, in which students may simply give responses without any careful considerations or misinterpret the questions. This could lead to misidentify their learning styles and to provide inappropriate learning tasks/activities to their preferences. Therefore, this study proposes an alternative instrument to diagnose students learning style with an interactive story-based mobile game application based on ILS. Students can interact with the scenario-based story in the game with enjoyment; meanwhile, they can make decisions by giving responses on the quest items through different situations. The quests were carefully designed and validated to ensure similar measurement to the original ILS items. Furthermore, an experiment has been conducted to evaluate its effectiveness. The findings showed that all quest items on the proposed game application are effective and reliable to diagnose students learning style and to suggest practical learning tasks/activities accordingly in lesser time in order to enhance their learning performance. In addition, students were highly satisfied and strongly accepted this novel tool; therefore, this novel game can be used as an alternative to the original ILS.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123698549","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