2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC)最新文献

A reliable and intelligent protocol for distributed data mining architecture in sporadic wireless sensor network 一种可靠智能的无线传感器网络分布式数据挖掘架构协议

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) Pub Date : 2015-05-19 DOI: 10.1109/ISMSC.2015.7594053

A. Wagan, L. T. Jung

引用次数: 0

A study on design principles and requirements for multimedia application development: MFolktales application for children's education 多媒体应用程序开发的设计原则与要求研究:面向儿童教育的MFolktales应用程序

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) Pub Date : 2015-05-19 DOI: 10.1109/ISMSC.2015.7594055

Norshahila Ibrahim, W. Ahmad, A. Shafie

{"title":"A study on design principles and requirements for multimedia application development: MFolktales application for children's education","authors":"Norshahila Ibrahim, W. Ahmad, A. Shafie","doi":"10.1109/ISMSC.2015.7594055","DOIUrl":"https://doi.org/10.1109/ISMSC.2015.7594055","url":null,"abstract":"MFolktales is a multimedia application that contains Animation Module and interactivity modules which aim to promote Malay folk stories to children. This research is limited to children aged 5 to 7 years old. Therefore, approaches in developing animated multimedia applications are studied so that they can suit the children's interest and at the same time can act as a tool for learning. This paper discusses the study on design principles and requirements for multimedia application development which covers suitable learning theories, learning taxonomy, modules, user interface principles, and usability that are appropriate with the application developed. MFolktales application was developed based on the results of the study. This paper also provides some discussions regarding the guidelines utilized in developing the prototype. Finally, a set of usability questions was given to 30 parents who have children aged between 3 to 12 years old to evaluate the usability level of the developed prototype. The results showed that majority of the respondents gave a positive feedback on the developed MFolktales application.","PeriodicalId":407600,"journal":{"name":"2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115585234","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: 8

Proposed adaptive indexing for Hive 提出了Hive的自适应索引

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) Pub Date : 2015-05-19 DOI: 10.1109/ISMSC.2015.7594057

A. Abdullahi, Rohiza bt Ahmad, Nordin Zakaria

{"title":"Proposed adaptive indexing for Hive","authors":"A. Abdullahi, Rohiza bt Ahmad, Nordin Zakaria","doi":"10.1109/ISMSC.2015.7594057","DOIUrl":"https://doi.org/10.1109/ISMSC.2015.7594057","url":null,"abstract":"The value of Big Data largely relies on its analytical outcomes; and MapReduce has so far been the most efficient tool for performing analysis on the data. However, the low level nature of MapReduce programming necessitates the development of High-level abstractions, i.e., High Level Query Languages (HLQL), such as Hive, Pig, JAQL and others. These languages can be categorized as either dataflow based or OLAP-based. For OLAP-based HLQL, in particular Hive, at the moment, the speed of retrieval of big data for the analysis is still requiring improvement. Hence, indexing is one of the techniques used for this purpose. Yet, the indexing approach still has its loopholes since it is performed manually and externally using the approach of index inclusion and two-way data scanning. It requires huge computational time and space and hence not scalable for future potential scale of big data. Thus, an adaptive indexing framework is proposed for improving both the computational time and memory usage of the indexing process. The technique shall check the user queries to determine the necessity for indexing and use internal indexing with one-way data scanning approach for the indexing strategy. In this paper, the initial framework of the technique is presented and discussed.","PeriodicalId":407600,"journal":{"name":"2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC)","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125090164","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: 2

Stability analysis of mutualism model with time delay and proportional harvesting 具有时滞和比例收获的共生模型稳定性分析

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) Pub Date : 2015-05-19 DOI: 10.1109/ISMSC.2015.7594099

Rusliza Ahmad, H. Budin, S. Ismail

引用次数: 0

On a numerical solution for fuzzy fractional differential equation using an operational matrix method 用运算矩阵法求解模糊分数阶微分方程

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) Pub Date : 2015-05-19 DOI: 10.1109/ISMSC.2015.7594093

A. Ahmadian, N. Senu, S. Salahshour, M. Suleiman

引用次数: 0

The effectiveness of Je Vous teaching and learning strategies on weak learners' performance in mathematics Je Vous教学策略对低年级学生数学成绩的影响

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) Pub Date : 2015-05-19 DOI: 10.1109/ISMSC.2015.7594085

W. Z. W. Bakar, Nazhatul Sahima Mohd Yusoff, W. W. Husain, S. H. C. Hassan

{"title":"The effectiveness of Je Vous teaching and learning strategies on weak learners' performance in mathematics","authors":"W. Z. W. Bakar, Nazhatul Sahima Mohd Yusoff, W. W. Husain, S. H. C. Hassan","doi":"10.1109/ISMSC.2015.7594085","DOIUrl":"https://doi.org/10.1109/ISMSC.2015.7594085","url":null,"abstract":"Weak learners can be identified in mathematics classrooms. They are the students who have problems in adapting to the learning process, slow to understand concepts, unable to retain information for long and have difficulties in applying their knowledge to various situations. Weak learners should be helped because they are the asset of the country and reducing their numbers, means, a better chance for the country to achieve the mission as a developed country. The aim of this paper is to discuss about the effectiveness of the implementation of Je Vous Teaching and Learning Strategies on weak learners. 50 weak learners were involved in this study. They were from Pre Commerce students of Mengubah Destini Anak Bangsa Programme Semester December 2012 to April 2013 at Mara University of Technology Kelantan branch, Malaysia. To achieve this objective JE VOUS Teaching and Learning Strategies involve five phases such as gathering students' Mathematics results in SPM examination, giving diagnostic test, imparted knowledge through direct teaching, having peer mentoring and doctor - patient session as well as evaluating the students' performance. The result indicates that there is an improvement in students understanding, thus helping them to score in their examinations.","PeriodicalId":407600,"journal":{"name":"2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126371340","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

The impact of FOU size and number of MFs on the prediction performance of Interval Type-2 Fuzzy Logic Systems FOU大小和MFs数量对区间2型模糊逻辑系统预测性能的影响

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) Pub Date : 2015-05-19 DOI: 10.1109/ISMSC.2015.7594036

Saima Hassan, A. Khosravi, J. Jaafar

引用次数: 2

Multi attribute decision making assessment on knowledge sharing through social media 基于社交媒体的知识共享多属性决策评价

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) Pub Date : 2015-05-19 DOI: 10.1109/ISMSC.2015.7594050

Nor Intan Saniah Sulaiman, Saadiah Ghazali, R. A. Alias, Mohd Faizal Omar, N. Z. Zabidi

引用次数: 1

Human tracking in video surveillance using particle filter 视频监控中基于粒子滤波的人体跟踪

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) Pub Date : 2015-05-19 DOI: 10.1109/ISMSC.2015.7594032

Abdul-Lateef Yussiff, S. Yong, B. Baharudin

{"title":"Human tracking in video surveillance using particle filter","authors":"Abdul-Lateef Yussiff, S. Yong, B. Baharudin","doi":"10.1109/ISMSC.2015.7594032","DOIUrl":"https://doi.org/10.1109/ISMSC.2015.7594032","url":null,"abstract":"Automated human tracking is a task that has a wide area of applications and has become more important nowadays. This research proposes to investigate the use of Bayesian inference technique specifically particle filter for tracking human in video surveillance. Kalman filter which has been the de facto technique for real world tracking performs poorly for most of the problems because, the real world applications are often non-linear and non Gaussian. The particle filter on the other hand is a tool for estimating the posterior probability density of state of a dynamic model that includes non-linear and non-Gaussian real world applications. The filter uses random sample to estimate the possible location of the tracked object in the next immediate frame even in the presence of occlusion. In order to initialize the tracking process, humans are first detected using a pretrained human detection model in video. The detector utilize model fusing method which is the combination of histogram of oriented gradient based human detector model and Haar feature based upper body detector to locate position of moving person in video. The technique performed excellently well when evaluated on the publicly available CAVIAR dataset and outperformed the Kalman filter algorithm.","PeriodicalId":407600,"journal":{"name":"2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124802388","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

Exploring the role of Transactive Memory Systems in virtual teams: Review and synthesis of literature 探索交互记忆系统在虚拟团队中的作用:文献综述与综合

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) Pub Date : 2015-05-19 DOI: 10.1109/ISMSC.2015.7594070

Mohamed Imran, Mohamed Ariff, Rajeev Sharma, N. Arshad

引用次数: 5