S. Chookaew, S. Howimanporn, Warin Sootkaneung, C. Wongwatkit
{"title":"Motivating Pre-service Teachers with Augmented Reality to Developing Instructional Materials through Project-Based Learning Approach","authors":"S. Chookaew, S. Howimanporn, Warin Sootkaneung, C. Wongwatkit","doi":"10.1109/IIAI-AAI.2017.106","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.106","url":null,"abstract":"Pre-service teachers play a crucial role in educational system as they are required to be well-prepared for their future teaching to students. Hence, they should be able to construct their own teaching materials effectively. Presently, Augmented Reality has widely been adopted to make learning and teaching environments more engaging and interesting. Therefore, this study employs the advantages of AR technology to motivate the pre-service teachers in constructing the teaching materials. Project-based learning approach has been used in this proposal by requiring the pre-service teachers developing their materials in a structural manner with higher-order thinking process. By analyzing the motivation questionnaires, it has found that the proposed approach has motivated them both males and females to construct their teaching materials. This novel approach could help enhance the preparation of educational system.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"240 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":"115492791","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}
{"title":"Economic Experiments in YBG: The Case of Manufacturing Industry Game","authors":"Yasushi Narushima","doi":"10.1109/IIAI-AAI.2017.214","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.214","url":null,"abstract":"In this paper, we inspect whether Yokohama Business Game (YBG) is an effective tool for economic experiments. For this purpose, we develop a game about manufacturing industries by using YBG. By analyzing the results of proposed game by using the evolutionary game theory, we compare the results of the game with the theoretical consideration.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"37 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":"127371318","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}
{"title":"Nationwide Research Data Management Service of Japan in the Open Science Era","authors":"Yusuke Komiyama, K. Yamaji","doi":"10.1109/IIAI-AAI.2017.144","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.144","url":null,"abstract":"Recently, in Japan, there has been a great need in universities and research institutions to archive their research data for ten years because they need to maintain the reproducibility of data for ensuring research integrity and the promotion of open science. However, a research data management (RDM) service does not exist in Japan. Therefore, at the National Institute of Informatics (NII), we developed the next-generation RDM on a national scale by using the open science framework (OSF). We combined the RDM with the existing NII worldwide cyberinfrastructure services (SINET and GakuNin) and OSF add-ons for external Cloud services and institutional repositories. Finally, we displayed the first closed trial for nationwide RDM services in seven universities and a national research institute for research integrity; this helped promote open science in Japan in the fourth quarter of fiscal year 2016. NII and participant organizations obtained some RDM operating know-how and discovered new issues by follow-up meetings. The source code is available on GitHub at (http://doi.org/10.5281/zenodo.546481); (http://doi.org/10.5281/zenodo.546480).","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"25 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":"125810068","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}
C. Leenawong, Champ Wattanawalun, Kittipish Wongsa, Karnkanok Lethaisong
{"title":"Decision Support Model and Software for Consolidated Order Assignment to Delivery Trucks","authors":"C. Leenawong, Champ Wattanawalun, Kittipish Wongsa, Karnkanok Lethaisong","doi":"10.1109/IIAI-AAI.2017.138","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.138","url":null,"abstract":"In this research, a decision model for assisting in loading consolidated orders onto delivery trucks to distribute to scattered customers is constructed. Each truck can have more than one drop-off location. The case-study company based in Bangkok produces bubble wraps that can simply be stacked up on top of the companys small trucks. Most customer orders are less than truck-load. Thus, consolidating orders into full trucks according to customer locations is necessary to ensure minimum transportation and in-transit inventory carrying costs. 0-1 integer programming is used in the model construction. Also, a decision support system for dealing with this problem is developed for ease of use to logistics managers and planners.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"42 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":"126569890","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}
{"title":"Dominating Centrality Set: A New Measure on the Network Coverage of Influential Center Nodes","authors":"Yuan-Lung Lin, F. Phoa","doi":"10.1109/IIAI-AAI.2017.155","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.155","url":null,"abstract":"There is a list of traditional measures on the centrality of a network, but they may provide misleading suggestions when there are more than one center in a network. Even a sequential selection on the centers are performed, the revelation of a truly influential set of the center nodes is difficult to achieve due to the curse of double counting. In this work, we introduce a new measure on the network coverage of the influential set of center nodes via a new graph-theoretic tool called the dominating centrality set (DCS). To calculate the DCS efficiently, we derive the exact formulas for counting the number of cycles that contains a specific node. We demonstrate this method to the analysis of Amazon product network and the Web of Science citation network.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"3 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":"121826755","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}
{"title":"Equilibrium Decisions of a Dual Channel Supply Chain with the Cooperative Delivery Strategy","authors":"Shan Chen, Xu Wang, Yingbo Wu, Yun Lin, Longxi Li, Qianqian Guo","doi":"10.1109/IIAI-AAI.2017.85","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.85","url":null,"abstract":"The paper investigates equilibrium decisions for the dual channel large product supply chain where the manufacturer produces large products and sells it through the traditional channel and the direct sale channel applying the cooperative delivery strategy with the retailer. We take the Stackelberg game model led by the retailer to explore the optimal condition where the cooperative delivery strategy is efficient in the centralized and decentralized models. Analytical results show that the service cost structure determines the efficiency of the cooperative delivery strategy. The profitability of the retailer and manufacturer can be enhanced within the scheme of pure cooperative delivery strategy.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"1 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":"122172722","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}
Senlin Guan, T. Shikanai, Morikazu Nakamura, K. Fukami
{"title":"Mathematical Model and Solution for Land-Use Crop Planning with Cooperative Work","authors":"Senlin Guan, T. Shikanai, Morikazu Nakamura, K. Fukami","doi":"10.1109/IIAI-AAI.2017.110","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.110","url":null,"abstract":"Most farm work planning for land-use crops such as sugarcane belongs to flexible flow shop scheduling if neglecting cooperative work and other specific constraints. Because the conventional approaches to the flexible flow shop scheduling cannot formulate these specific constraints, we require a new approach for solving land-use crop planning problems that considers cooperative work. This paper describes a detailed mathematical model and a hybrid algorithm for solving the model, in which many practical constraints are taken into account, including cooperative work, optimum time windows, waiting time between operations, and moving time. The hybrid algorithm uses meta-heuristic simulated annealing and a mixed integer programming solver in Gurobi. In order to obtain good schedules in a reasonable time, we adopt a strategy of fixing partial work sequences in the simulated annealing procedure and optimizing the partial schedule using the solver. The results of the evaluation computation show that the proposed model is operative for the practical constraints, and that the hybrid algorithm is adaptable to scheduling computation. The strategy of fixing partial work sequences is applicable to reducing computation times for large-sized land-use crop planning problems.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"61 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":"128319295","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}
{"title":"Relationship between Good Grades and Brain Waves","authors":"Yoshihiro Kokubo, Yoshihiko Shoji","doi":"10.1109/IIAI-AAI.2017.142","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.142","url":null,"abstract":"The relationship between motivation and performance is examined because students grades depend more on student motivation (concentration) than the guidance of a teacher. To elucidate student motivation in a lesson, we examine the relationship between the time spent concentrating by measuring brain waves and exam results. Students who focused longer earned better grades or showed a significant improvement between the first and second tests.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"19 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":"128393904","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}
{"title":"The Role of Visual/Verbal Cognitive Styles and Self-Efficacy in Online Searching Behaviors and Performance in the Text-Based Learning Environment","authors":"Shu-Ling Wang, Mei-Xuan Kuo","doi":"10.1109/IIAI-AAI.2017.212","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.212","url":null,"abstract":"The purpose of this study was to investigate the role of verbal/visual cognitive styles in self-efficacy, online searching behaviors (i.e. deep diving/fast surfing searching strategies, online searching process) and online performance in the text-based searching environment. There were seventy-four junior high students who enrolled in the course of Chinese participated in this study. The study used both quantitative and qualitative methods for data analysis. The content analysis was used to analyze the students on-line searching process and performance, while questionnaires were used to analyze students cognitive styles, self-efficacy, and on-line searching strategies.The result showed that in the text-based learning environment (1) Students verbal cognitive styles significantly predicted their self-efficacy. (2) Students verbal cognitive styles significantly predicted deep diving searching strategies, and negatively correlated to fast surfing strategies. In addition, students with high verbal cognitive style have better online searching process behaviors than those with lower verbal cognitive style. (3) Students self-efficacy significantly predicted deep diving searching strategies, but did not predict searching process in the text-based learning environment (4) Self-efficacy did not significantly predict performance in the text-based learning environment. (5)Students online searching process significantly predicted performance, and fast surfing negatively predicted performance. Although deep diving strategies did not significantly predict online performance, students with higher deep diving strategies performed better than those with lower deep diving behaviors in the text-based learning environment. Finally, implications and suggestions for teaching and future research were provided.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"53 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":"132685512","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}
{"title":"Recovery of Lost Color Information Using Neural Network","authors":"Shun Ogiue, Hiroshi Ito","doi":"10.1109/IIAI-AAI.2017.143","DOIUrl":"https://doi.org/10.1109/IIAI-AAI.2017.143","url":null,"abstract":"We propose a method of recovering lost information in an image using a neural network. As human brains recall a missing piece of information from memory of multiple events that occur simultaneously, the lost information is recovered from typical combinations of colors memorized in the network. We show by experiments that one of color channels is recovered with good fidelity from remaining information using a neural network as simple as the self-organizing map. Even if our success is limited to images with only a few colors, the same idea would apply to recovery of more useful information as the network evolves to be more complicated.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"44 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":"114934095","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}