2018 4th International Conference on Computer and Information Sciences (ICCOINS)最新文献

Analysis of Learning Preferences and Learning Styles for an Undergraduate Teaching Unit 本科教学单元学习偏好与学习风格分析

2018 4th International Conference on Computer and Information Sciences (ICCOINS) Pub Date : 2018-08-01 DOI: 10.1109/ICCOINS.2018.8510563

Y. Phung, P. Dominic, Rohiza Ahmad

引用次数: 0

Enhancing MANET Performance Using S-MPRP Algorithm 利用S-MPRP算法增强MANET性能

2018 4th International Conference on Computer and Information Sciences (ICCOINS) Pub Date : 2018-08-01 DOI: 10.1109/iccoins.2018.8510592

M. Hilal, S. H. Hanizan, S. M. Shahrizan, A. Wan Mahani

{"title":"Enhancing MANET Performance Using S-MPRP Algorithm","authors":"M. Hilal, S. H. Hanizan, S. M. Shahrizan, A. Wan Mahani","doi":"10.1109/iccoins.2018.8510592","DOIUrl":"https://doi.org/10.1109/iccoins.2018.8510592","url":null,"abstract":"Mobile Ad-Hoc NETworks (MANET) designed specifically for WMNs. MANET plays an important role to find single the best path to a destination from various paths available using Ad-Hoc On Demand Distance Vector (AODV) routing protocol. However, when multiple nodes choose the same path, it will cause the path to be overload and deteriorating the overall performance of the network. Multipath Parallel Routing Protocol (MPRP) comes out to overcome this problem. The scope of this project is to study and discuss how MPRP and Coordinated Distributed Scheme (CDS) enhance the performance of WMNs. MPRP and CDS is combined to allow the selection of shortest path. The algorithm named Shortest Path Multipath Parallel Routing Protocol (S-MPRP). S-MPRP enhanced the performance of MPRP by allowing the selecting second best path when the best path is congested. Due to cost limitation, the simulation carried out using Network Simulation 2 (NS2) to compare the performance of WMNs between S-MPRP and AODV. Simple configurations have been done to configure the S-MPRP on the nodes. The simulation results shows S-MPRP helps WMNs produce a better result in terms of throughput, delay and normalized control overhead.","PeriodicalId":168165,"journal":{"name":"2018 4th International Conference on Computer and Information Sciences (ICCOINS)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125229787","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

Automated Table Partitioner (ATAP) in Apache Hive Apache Hive中的ATAP (Automated Table Partitioner)

2018 4th International Conference on Computer and Information Sciences (ICCOINS) Pub Date : 2018-08-01 DOI: 10.1109/ICCOINS.2018.8510580

Thivviyan Amirthalingam, H. Rais

{"title":"Automated Table Partitioner (ATAP) in Apache Hive","authors":"Thivviyan Amirthalingam, H. Rais","doi":"10.1109/ICCOINS.2018.8510580","DOIUrl":"https://doi.org/10.1109/ICCOINS.2018.8510580","url":null,"abstract":"Big Data and Predictive Analytics have been a game-changing paradigm in academia and industry for the past decade, inspiring numerous efforts in multiple spaces. One of many such technologies is Hadoop, an open-sourced framework based on MapReduce for highly distributive and scalable solutions. As Hadoop became more popular, other technologies were built, making it an ecosystem by itself. Currently, there are hundreds of tools and utilities that add-on to the Hadoop framework, and Apache Hive is one of the most prominent options. Hive is built as a data warehousing layer that interacts with Hadoop and the underlying filesystem, HDFS. It quickly became the market leader in query processing as it provides better user experience than MapReduce. Nevertheless, it imposes rigid structures that are unyielding to the ever changing nature of data. This paper proposes a novel mean of automating the table partitioning in Hive. It includes a lexical analyzer that reads HiveQL queries and, in return, issues Data Definition Language (DDL) for table restructure if a particular column is read more than the user-set coefficient factor. Multiple experiment made for this research have returned results that further solidified this proof of concept for its feasibility, adaptability and usability.","PeriodicalId":168165,"journal":{"name":"2018 4th International Conference on Computer and Information Sciences (ICCOINS)","volume":"5 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124996185","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

ICCOINS 2018 Breaker Page ICCOINS 2018断路器页面

2018 4th International Conference on Computer and Information Sciences (ICCOINS) Pub Date : 2018-08-01 DOI: 10.1109/iccoins.2018.8510565

引用次数: 0

IoT and Machine Learning Based Prediction of Smart Building Indoor Temperature 基于物联网和机器学习的智能建筑室内温度预测

2018 4th International Conference on Computer and Information Sciences (ICCOINS) Pub Date : 2018-08-01 DOI: 10.1109/ICCOINS.2018.8510597

Debayan Paul, Tanmay Chakraborty, S. K. Datta, Debolina Paul

引用次数: 19

Collaborative Research Management Method in Knowledge Management: Conceptual Foundations and Research Issues 知识管理中的协同研究管理方法:概念基础与研究问题

2018 4th International Conference on Computer and Information Sciences (ICCOINS) Pub Date : 2018-08-01 DOI: 10.1109/ICCOINS.2018.8510583

Roslinda Murad, H. S. Hussain, Hafiza Samad, Wan Asiah Tahi, Mohd Hanif Ali

引用次数: 0

A Hybrid Technique for Enhancing Data Integrity in Big Data Transmission Environment 大数据传输环境下增强数据完整性的混合技术

2018 4th International Conference on Computer and Information Sciences (ICCOINS) Pub Date : 2018-08-01 DOI: 10.1109/ICCOINS.2018.8510562

Shiladitya Bhattacharjee, Lukman bin AB Rahim, M. N. Zakaria, Izzatdin Bin Ab. Aziz

{"title":"A Hybrid Technique for Enhancing Data Integrity in Big Data Transmission Environment","authors":"Shiladitya Bhattacharjee, Lukman bin AB Rahim, M. N. Zakaria, Izzatdin Bin Ab. Aziz","doi":"10.1109/ICCOINS.2018.8510562","DOIUrl":"https://doi.org/10.1109/ICCOINS.2018.8510562","url":null,"abstract":"Data loss primarily occurs due to huge data size, channel limitations, transmission errors and distinct security attacks. A number of individual or combined efforts have been made to control data size and channel capacity using distinct data compressions, protect numerous security hazards and transportation errors using diverse cryptographies as well as error control techniques. However, the current literature fails to address all these issues mutually with desired time and space efficiencies. Therefore, this research work suggests a hybrid technique which comprises an innovative pattern generation and a new error restraint technique for handling any numbers of isolated or incessant transmission errors. The pattern strings are generated in this mechanism by using a newly designed pattern table. A distinctive lossless compression technique is further incorporated within it to control data size and integrity. Experimented results indicate that the planned hybrid technique is competent to decrease the data loss and errors in compare to other existing technique by offering low Information Loss percentage and high SNR. The obtained results also display its time and space efficiencies by producing higher Compression Percentage and Throughput.","PeriodicalId":168165,"journal":{"name":"2018 4th International Conference on Computer and Information Sciences (ICCOINS)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126645235","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

Learning Block Programming using Scratch among School Children in Malaysia and Australia: An Exploratory Study 在马来西亚和澳大利亚的学龄儿童中使用Scratch学习块编程:一项探索性研究

2018 4th International Conference on Computer and Information Sciences (ICCOINS) Pub Date : 2018-08-01 DOI: 10.1109/ICCOINS.2018.8510586

N. Zamin, Hazrita Ab Rahim, K. Savita, E. Bhattacharyya, Maryam Zaffar, Siti Nor Katijah Mohd Jamil

{"title":"Learning Block Programming using Scratch among School Children in Malaysia and Australia: An Exploratory Study","authors":"N. Zamin, Hazrita Ab Rahim, K. Savita, E. Bhattacharyya, Maryam Zaffar, Siti Nor Katijah Mohd Jamil","doi":"10.1109/ICCOINS.2018.8510586","DOIUrl":"https://doi.org/10.1109/ICCOINS.2018.8510586","url":null,"abstract":"Over the past decade, there is a growing interest in block-based programming that aims support early learning and teaching of programming for young children. Block-based programming is suitable for children aged between 8 to 12 years old who are too young to understand and learn the logic and scripting language in view of their low maturity level and lack of exposure to programming. However, the visual Integrated Development Environment (IDE) of block programming allows children aged between 8 to 12 years old to quickly grab the underlying logics, code the program and solve the given problem. This paper explores the learning of block programming using Scratch programming among schoolchildren between the ages of 9 to 11 years old. The school children are characterized into three categories who are (1) Australian kids based in Perth, (2) Malaysian kids based in Perth and (3) Malaysian kids based in Kuala Lumpur. These school children have been selected as they have been exposed to Scratch programming through a week long session of programming camp. The preliminary analysis indicates that the children have enjoyed learning Scratch programing. They feel the language is fun and easy to learn. They are very interested to learn more and would eventually like to master the programming language. They look forward to enrolling to the Scratch programing classes in schools if it is being offered and even as programs conducted in external classes. The findings gathered are still preliminary in nature, therefore, a much-detailed study needs to be carried out before these findings can be generalized and concluded. The learning of programming like Scratch has indirectly promoted the learning of Science, Technology, Engineering and Mathematics (STEM) in Malaysia and Australia.","PeriodicalId":168165,"journal":{"name":"2018 4th International Conference on Computer and Information Sciences (ICCOINS)","volume":"4 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113981485","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: 6

Adopting Centroid and Amended Trilateration for better accuracy of range-based non-GPS localization 采用质心法和修正三边法提高基于距离的非gps定位精度

2018 4th International Conference on Computer and Information Sciences (ICCOINS) Pub Date : 2018-08-01 DOI: 10.1109/ICCOINS.2018.8510605

Marina Md Din, N. Jamil, Nik Fariz Nik Ahmad Aziz

{"title":"Adopting Centroid and Amended Trilateration for better accuracy of range-based non-GPS localization","authors":"Marina Md Din, N. Jamil, Nik Fariz Nik Ahmad Aziz","doi":"10.1109/ICCOINS.2018.8510605","DOIUrl":"https://doi.org/10.1109/ICCOINS.2018.8510605","url":null,"abstract":"There has been massive amount of research have been conducted in the area of indoor positioning systems specifically it's upwards research trending in Localization Based Services (LBS) within a non-open space environment or in the vicinity of high rise buildings due to the incapability of Global Positioning System (GPS) to do so. Most of the indoor localization techniques proposed by researchers to discover an optimized solution for indoor location tracking that has high precision and accuracy. This paper proposes a model for better accuracy on range-based localization algorithm in non-GPS positioning systems. The proposed model adopts the enhanced Kalman Filter (KF) and Centroid Localization Algorithm that can manipulate noise signal from raw Received Signal Strength Indicator (RSSI). There are 12 tests conducted in two different environments; at the area with less-obstacles and at the area with more obstacles. Three different algorithms are deployed with and without KF where a series of observations and comparisons are made to measure the effectiveness and reliability of KF implementation. Our analysis and finding show that the proposed model improves the accuracy percentage by more than 80%.","PeriodicalId":168165,"journal":{"name":"2018 4th International Conference on Computer and Information Sciences (ICCOINS)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115163832","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

A Hybrid Alert System for Deaf People using Context-Aware Computing and Image Processing 基于上下文感知计算和图像处理的聋人混合报警系统

2018 4th International Conference on Computer and Information Sciences (ICCOINS) Pub Date : 2018-08-01 DOI: 10.1109/ICCOINS.2018.8510584

Maythem K. Abbas, Bie Tong, Raid Abdulla

{"title":"A Hybrid Alert System for Deaf People using Context-Aware Computing and Image Processing","authors":"Maythem K. Abbas, Bie Tong, Raid Abdulla","doi":"10.1109/ICCOINS.2018.8510584","DOIUrl":"https://doi.org/10.1109/ICCOINS.2018.8510584","url":null,"abstract":"The life of deaf people or People with Hearing Impairments (PHIs) is difficult as they have to face challenges in identifying sounds like a visitor pressing the doorbell. The traditional doorbell uses an audio signal to notify people. However, it does not notify PHIs because PHIs are insensitive to sound. Due to the lack of help from support services, PHIs may not have normal daily lives. Therefore, it is necessary to propose an efficient doorbell solution in helping PHIs to be notified, and the intangible benefit for PHIs is that it will reduce their dependency on their families in their daily lives. This paper proposes a hybrid (Image Processing and Context-Aware Computing) alert system that would notify PHIs by using visual communication signals and tactile cues instead of audio signals. Compared with the existing solutions, the enhanced face recognition feature included in the proposed system design, made it smart enough to know when the visitor’s image has to be snapped or not and how to reduce the transmission time of the image. In addition, what is context aware, and how the context aware feature will benefit the system design is also discussed. On the other hand, the intangible benefit of this research would be helping PHIs by reducing their dependency on others and building their self-confidence.","PeriodicalId":168165,"journal":{"name":"2018 4th International Conference on Computer and Information Sciences (ICCOINS)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132115345","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