2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)最新文献_第6页

Hearthstone deck-construction with a utility system 带水电系统的炉石露台建筑

2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA) Pub Date : 1900-01-01 DOI: 10.1109/SKIMA.2016.7916192

A. Stiegler, Claudius Messerschmidt, J. Maucher, K. Dahal

{"title":"Hearthstone deck-construction with a utility system","authors":"A. Stiegler, Claudius Messerschmidt, J. Maucher, K. Dahal","doi":"10.1109/SKIMA.2016.7916192","DOIUrl":"https://doi.org/10.1109/SKIMA.2016.7916192","url":null,"abstract":"Trading Card Games are turn-based games involving strategic planning, synergies and rather complex gameplay. An interesting aspect of this game domain is the strong influence of their metagame: in this particular case deck-construction. Before a game starts, players select which cards from a vast card pool they want to take into the current game session, defining their available options and a great deal of their strategy. We introduce an approach to do automatic deck construction for the digital Trading Card Game Hearthstone, based on a utility system utilizing several metrics to cover gameplay concepts such as cost effectiveness, the mana curve, synergies towards other cards, strategic parameters about a deck as well as data on how popular a card is within the community. The presented approach aims to provide useful information about a deck for a player-level AI playing the actual game session at runtime. Herein, the key use case is to store information on why cards were included and how they should be used in the context of the respective deck. Besides creating new decks from scratch, the algorithm is also capable of filling holes in existing deck skeletons, fitting an interesting use case for Human Hearthstone players: adapting a deck to their specific pool of available cards. After introducing the algorithms and describing the different utility sources used, we evaluate how the algorithm performs in a series of experiments filling holes in existing decks of the Hearthstone eSports scene.","PeriodicalId":417370,"journal":{"name":"2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125771851","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: 12

Lithium-ion battery life evaluation method based on fuzzy nonlinear accelerated degradation process 基于模糊非线性加速退化过程的锂离子电池寿命评价方法

2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA) Pub Date : 1900-01-01 DOI: 10.1109/SKIMA.2016.7916238

Linye Ma

{"title":"Lithium-ion battery life evaluation method based on fuzzy nonlinear accelerated degradation process","authors":"Linye Ma","doi":"10.1109/SKIMA.2016.7916238","DOIUrl":"https://doi.org/10.1109/SKIMA.2016.7916238","url":null,"abstract":"In engineering practice, restricted by time and expense of the test, we generally choose a small sample as the test object of accelerated degradation test. The size of the sample is so small that the parameters gotten from solving model will not precise enough, which will result in that the rationality of life evaluation results is not guaranteed. We think that this kind of uncertainty belongs to cognitive uncertainty. Through analyzing the mechanism of lithium-ion batteries, we select Wiener process, the most commonly used in degradation model, as the degradation model, and Arrhenius model, in which temperature is considered as the sensitive stress, as acceleration model. Fuzzy theory is used to fuzzify the activation energy of lithium-ion battery to quantify the cognitive uncertainty caused by sample size. Thereby we build a new accelerated degradation model in which the nonlinear degeneration, stochastic uncertainty and cognitive uncertainty of lithium-ion acceleration degradation process are all taken into account. Then we give out the statistical analysis method and evaluation process of fuzzy reliability and life assessment results. Finally, we use accelerate degradation simulated data of lithium-ion battery to illustrate the effectiveness of this method, and analyze the influence of cognitive uncertainty on evaluation results.","PeriodicalId":417370,"journal":{"name":"2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126172770","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 hyperspectral imaging technology based method for identifying the variety of mengding mountain tea 基于高光谱成像技术的蒙顶山茶品种鉴别方法研究

2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA) Pub Date : 1900-01-01 DOI: 10.1109/SKIMA.2016.7916191

Yao Li, Zhiliang Kang

{"title":"A hyperspectral imaging technology based method for identifying the variety of mengding mountain tea","authors":"Yao Li, Zhiliang Kang","doi":"10.1109/SKIMA.2016.7916191","DOIUrl":"https://doi.org/10.1109/SKIMA.2016.7916191","url":null,"abstract":"Aiming at disadvantages of labor and time consuming of traditional tea classification method, this paper proposes a tea variety classification algorithm that integrates spectral and image characteristics with Mengding Mountain Huangya tea, Zhuyeqing tea and Ganlu tea of Ya'an City, Sichuan Province as objects. It firstly collected the hyperspectral images of tea samples with “GaiaSorter” hyperspectral sorter. After performing relevant pretreatment, 18 spectral characteristic parameters including red-edge position, absorbing area and absorbing depth were extracted according to the spectral curves and 28 image characteristics including average gray scale, consistency and entropy were extracted according to the images. The confluent characteristics were carried out dimensionality reduction with PCA (principal component analysis) method before they are classified and identified with C-SVM algorithm. Experimental results showed that classification of three varieties of tea can be realized rapidly when the input principal component is selected as 3 and the accuracy rate of identification is up to 100%.","PeriodicalId":417370,"journal":{"name":"2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121970105","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 literature review on phishing crime, prevention review and investigation of gaps 网络钓鱼犯罪的文献综述、预防综述和空白调查

2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA) Pub Date : 1900-01-01 DOI: 10.1109/SKIMA.2016.7916190

Anjum N. Shaikh, A. Shabut, M. Hossain

{"title":"A literature review on phishing crime, prevention review and investigation of gaps","authors":"Anjum N. Shaikh, A. Shabut, M. Hossain","doi":"10.1109/SKIMA.2016.7916190","DOIUrl":"https://doi.org/10.1109/SKIMA.2016.7916190","url":null,"abstract":"Phishing is a rapidly growing threat in cyber world and causing billions of dollars in damage every year to internet users. It is an unlawful activity which uses a group of social engineering and technology to collect an Internet user's sensitive information. The identification of phishing techniques can be performed in various methods of communications like email, instant messages, pop-up messages, or at web page level. Over the period, a number of research articles have published with different techniques and procedures but have failed to detect all associated risks and provide a comprehensive solution. This paper presents a theoretical model of CRI to study this threat in a systematic manner. While there is a common perception about the successful phishing attack involves creating an identical messages or website to deceive the internet user however this theory has not been utilized to evaluate this threat and investigate the gaps systematically. Our model attempts to evaluate this crime, review different research perspectives and approaches and investigate the gaps. In this sense, our literature review study is significant to generate attentiveness about phishing in order to boost thoughts and actions to improve the cyber security and gain internet users' confidence.","PeriodicalId":417370,"journal":{"name":"2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126876227","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: 34

Agent based monitoring for smart cities: Application to traffic lights 智能城市基于代理的监控:在交通信号灯上的应用

2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA) Pub Date : 1900-01-01 DOI: 10.1109/SKIMA.2016.7916235

Roua Elchamaa, Baudouin Dafflon, Y. Ouzrout, Franck Gechter

引用次数: 4

Quantification of freshness loss and an optimization approach for managing fresh fruit exportation 鲜果出口损失量化及优化管理方法

2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA) Pub Date : 1900-01-01 DOI: 10.1109/SKIMA.2016.7916234

Kamhangwong Damrongpol, G. Neubert, A. Sekhari, P. Sureephong

引用次数: 0

Robust nonlinear perfect control for semiconductor refrigeration device 半导体制冷装置的鲁棒非线性完美控制

2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA) Pub Date : 1900-01-01 DOI: 10.1109/SKIMA.2016.7916257

Dongyun Wang, Aihui Wang, Yiwen Fu, Junming Xiao, Huiqin Liu

{"title":"Robust nonlinear perfect control for semiconductor refrigeration device","authors":"Dongyun Wang, Aihui Wang, Yiwen Fu, Junming Xiao, Huiqin Liu","doi":"10.1109/SKIMA.2016.7916257","DOIUrl":"https://doi.org/10.1109/SKIMA.2016.7916257","url":null,"abstract":"In this paper, operator-based robust perfect control for nonlinear semiconductor refrigeration device with uncertainties is considered. For the research about the properties of the semiconductor refrigeration, an aluminum plate with Peltier device is very representative. So, the perfect tracking control performance is studied by using this device. The robust right coprime factorization approach is convenient in analysis and design for the nonlinear system with uncertainties, based on this reason, operator-based robust right coprime factorization approach and operator-based observer approach are used. First, something about semiconductor refrigeration devices and operator-based robust right coprime factorization approach has been introduced. Second, basic conceptions and methods about operator method and robust right coprime factorization approach are described in rough. Third, a perfect tracking control design is given, the robust stability of the system is guaranteed and the perfect tracking performance can be achieved. Finally, the effectiveness of the design scheme is demonstrated by an experiment for the aluminum plate with Peltier device.","PeriodicalId":417370,"journal":{"name":"2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124696417","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

Attribute identification and predictive customisation using fuzzy clustering and genetic search for Industry 4.0 environments 使用模糊聚类和遗传搜索的工业4.0环境属性识别和预测性定制

2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA) Pub Date : 1900-01-01 DOI: 10.1109/SKIMA.2016.7916201

A. Saldivar, C. Goh, Yun Li, Hongnian Yu, Yi Chen

{"title":"Attribute identification and predictive customisation using fuzzy clustering and genetic search for Industry 4.0 environments","authors":"A. Saldivar, C. Goh, Yun Li, Hongnian Yu, Yi Chen","doi":"10.1109/SKIMA.2016.7916201","DOIUrl":"https://doi.org/10.1109/SKIMA.2016.7916201","url":null,"abstract":"Today s factory involves more services and customisation. A paradigm shift is towards “Industry 4.0” (i4) aiming at realising mass customisation at a mass production cost. However, there is a lack of tools for customer informatics. This paper addresses this issue and develops a predictive analytics framework integrating big data analysis and business informatics, using Computational Intelligence (CI). In particular, a fuzzy c-means is used for pattern recognition, as well as managing relevant big data for feeding potential customer needs and wants for improved productivity at the design stage for customised mass production. The selection of patterns from big data is performed using a genetic algorithm with fuzzy c-means, which helps with clustering and selection of optimal attributes. The case study shows that fuzzy c-means are able to assign new clusters with growing knowledge of customer needs and wants. The dataset has three types of entities: specification of various characteristics, assigned insurance risk rating, and normalised losses in use compared with other cars. The fuzzy c-means tool offers a number of features suitable for smart designs for an i4 environment.","PeriodicalId":417370,"journal":{"name":"2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127291118","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

Research on network learning platform and its application in teaching 网络学习平台及其在教学中的应用研究

2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA) Pub Date : 1900-01-01 DOI: 10.1109/SKIMA.2016.7916252

Huiting Wu, Yanshen Liu, Lin Qiu, Yi Liu

{"title":"Research on network learning platform and its application in teaching","authors":"Huiting Wu, Yanshen Liu, Lin Qiu, Yi Liu","doi":"10.1109/SKIMA.2016.7916252","DOIUrl":"https://doi.org/10.1109/SKIMA.2016.7916252","url":null,"abstract":"In consideration of the problem of the poor efflciency in traditional classroom teaching owing to the constraint in time and space, a research which combines traditional classroom with E-learning in blended learning is proposed. The software engineering course is chosen and the network platform can serve as an effective instrument for teaching. In our study, the teaching content can be shared in the network learning platform and students can be permitted to choose the learning content according to their study situation. Students can be involved in various online test, formal test or experimental work through the network. After the completion of the examination, the system will automatically score and rank test scores, and put forward some learning suggestions according to the weakness of the learners. The learning mode is changed from single classroom learning to the combination of curricular and extracurricular learning. Through the questionnaire survey which includes the indication of participation and satisfaction among the students on both traditional learning and blended learning, it shows that the blended learning model can greatly improve students' autonomous learning ability, learning interest, practical ability and innovation ability. The application of network platform provides rich teaching resources for teachers so that the communication between teachers and students is more frequent and the quality of teaching can be substantially improved. It indicates that blended learning can effectively promote teaching effectiveness.","PeriodicalId":417370,"journal":{"name":"2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)","volume":"3 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120900227","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

Cognitive radio engine learning adaptation 认知无线电引擎学习适应

2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA) Pub Date : 1900-01-01 DOI: 10.1109/SKIMA.2016.7916241

Martins Olaleye, K. Dahal, Zeeshan Pervez

{"title":"Cognitive radio engine learning adaptation","authors":"Martins Olaleye, K. Dahal, Zeeshan Pervez","doi":"10.1109/SKIMA.2016.7916241","DOIUrl":"https://doi.org/10.1109/SKIMA.2016.7916241","url":null,"abstract":"Cognitive radio (CR) system being an intelligence-based communication device has been considered as the next generation emerging technologies to Wireless Communication Systems (WCS). This CR's embedded-intelligent agent is called Cognitive Engine (CE), and is responsible for the dynamic adaptation between the WCS's environment and the radio operational parameters. As a result of CR's intelligence capability, the WCS's quality of service (QoS) and its connectivity operations get enhanced. In order to evaluate the CR engine performance in respect to its learning, timing, and its computational performances. This paper proposes an alternative state-of-the-art enhanced CR learning engine based on Random Neural Network (RNN). Unlike Artificial Neural Network (ANN) systems, RNN establishes strong data generalization, converges faster and produces relatively smaller levels of prediction errors. Subjected to similar environmental conditions, the simulation cumulative results show that the performance of the proposed RNN system is satisfactory and produces 36.895% performance improvement above the ANN learning engine.","PeriodicalId":417370,"journal":{"name":"2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130817267","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