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2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)最新文献

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Affective Property Computation of Visual Texture 视觉纹理的情感属性计算
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.45
Jianli Liu, E. Lughofer, Xianyi Zeng, Lei Wang
{"title":"Affective Property Computation of Visual Texture","authors":"Jianli Liu, E. Lughofer, Xianyi Zeng, Lei Wang","doi":"10.1109/ISKE.2015.45","DOIUrl":"https://doi.org/10.1109/ISKE.2015.45","url":null,"abstract":"Affective computing of visual textures is a cross-disciplinary research field. In this paper, we propose a hierarchical feed-forward layer model represented by multiple linear regression to investigate the relationship between human aesthetic texture perception and computational low-level texture features. Instead of black-box models not allowing any interpretable insights, we tried to build white-box models within each layer that can be psychologically interpreted from aspects of both, structure and interrelations between aesthetic properties and texture features. Based on these combined with the hierarchical structure, someone can gain the degree of influence of texture features as well as properties in lower layers on to the properties in higher layers, achieving a kind of step-wise psychological interpretation in terms stage-wise cognitive depth.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131947139","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
A Method of Economic Indicator Nowcasting Using Baidu Searches 一种基于百度搜索的经济指标临近预测方法
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.27
Fengqi Li, Guangming Li
{"title":"A Method of Economic Indicator Nowcasting Using Baidu Searches","authors":"Fengqi Li, Guangming Li","doi":"10.1109/ISKE.2015.27","DOIUrl":"https://doi.org/10.1109/ISKE.2015.27","url":null,"abstract":"Macroeconomic indicators reflect status of economic entities in different domains, especially some leading economic indicators, which are helpful for nowcasting consumption trends, like CCI and CPI, therefore are important for economic trend prediction, policy making and strategy decision. As the largest provider of search engine services in China, Baidu has massive time-series data that uncovers user search behaviors, which have some relationship with economic activities. In this paper, we propose a method called PBS (Predictable Baidu Searches), automatically mining correlated information in Baidu's massive search query data to nowcast leading economic indicators. PBS helps us understand our economic and nowcast macroeconomic indicators. The nowcasting of CPI and CCI in China demonstrates the validity of PBS.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132124984","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
Dynamic Updating Rough Approximations in Distributed Information Systems 分布式信息系统中的动态更新粗略逼近
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.48
Yanyong Huang, Tianrui Li, Chuan Luo, S. Horng
{"title":"Dynamic Updating Rough Approximations in Distributed Information Systems","authors":"Yanyong Huang, Tianrui Li, Chuan Luo, S. Horng","doi":"10.1109/ISKE.2015.48","DOIUrl":"https://doi.org/10.1109/ISKE.2015.48","url":null,"abstract":"Rough set theory is an effective mathematical tool for processing the uncertainty and inexact data. In some real-life applications, data stores in information systems distributively which are called as Distributed Information Systems (DIS). It is hard to centralize the large-scale data in DIS for data mining tasks. Furthermore, knowledge needs updating as the attributes dynamically increase in size in DIS. In this paper, we present an incremental approach for maintaining rough approximations in DIS under attribute generalization. Firstly, a matrix-based approach is presented to compute approximations. Then, an incremental approach for updating rough approximations in DIS is proposed, which does not need to centralize data from different locations and recompute the whole data sets from scratch. Finally, a case study is provided for validating the efficiency and effectiveness of the proposed method.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123345254","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
Design and Implementation of Smart City Big Data Processing Platform Based on Distributed Architecture 基于分布式架构的智慧城市大数据处理平台的设计与实现
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.7
Shuangmei Ma, Zhengli Liang
{"title":"Design and Implementation of Smart City Big Data Processing Platform Based on Distributed Architecture","authors":"Shuangmei Ma, Zhengli Liang","doi":"10.1109/ISKE.2015.7","DOIUrl":"https://doi.org/10.1109/ISKE.2015.7","url":null,"abstract":"For the problem about the low shared efficiency and the poor integrating degree of the massive multivariate data, in the paper, we propose a design scheme based on distributed architecture, mainly using Kafka, Storm and Spark clusters, and the real-time transmission among the structured data, unstructured data and database data are implemented. And the real-time analysis system of real-time data and statistical analysis system of offline data are developed. Finally, the test results show the performance of Big Data processing platform, and demonstrate fully the advantage of the distributed architecture.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"175 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123739870","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: 14
Differential Based Hologram RFID Indoor Localization Method 差分全息RFID室内定位方法
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.16
Zhangqin Huang, Guang Yang, Lanxin Qiu, Yiyuan Ren
{"title":"Differential Based Hologram RFID Indoor Localization Method","authors":"Zhangqin Huang, Guang Yang, Lanxin Qiu, Yiyuan Ren","doi":"10.1109/ISKE.2015.16","DOIUrl":"https://doi.org/10.1109/ISKE.2015.16","url":null,"abstract":"Radio Frequency Identification (RFID) has been widely used in many application domains. However, current indoor positioning systems are lack of accuracy due to the interference of multi-path and other factors. In this paper, a differential based hologram localization method has been proposed to improve the indoor positioning system accuracy. A differential hologram is calculated to locate target based on the naive hologram which is generated at first. Several experiments have been conducted to evaluate localization performance. Based on the experimental results, both the naïve hologram method and the differential based hologram method are better than enhanced Phase Differential of Arrival (PDOA) based method in terms of accuracy, and the results also reveal that the differential based hologram method is more accurate than the naïve hologram method.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128999390","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: 5
A Topological Characterization of Multiple Revision 多重修正的拓扑表征
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.19
Hua Meng, Tianrui Li
{"title":"A Topological Characterization of Multiple Revision","authors":"Hua Meng, Tianrui Li","doi":"10.1109/ISKE.2015.19","DOIUrl":"https://doi.org/10.1109/ISKE.2015.19","url":null,"abstract":"Multiple revision is a straightforward generalization of traditional belief revision. Peppas (2004) showed a multiple revision operator can be characterized by well-ranked system of spheres. A well-ranked system of spheres is a system of spheres (given by Grove) which satisfies extra conditions (SM) and (SD). An open problem is whether or not (SD) is necessary to derive a multiple revision operator. Peppas has mentioned this problem in Handbook of Knowledge Representation. In this paper, we will discuss this problem by using topological tools and give an answer. Moreover, we show a new model of multiple revision by using total preorder on worlds.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116736013","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
Tacit Knowledge Mining Algorithm Based on Linguistic Truth-Valued Concept Lattice 基于语言真值概念格的隐性知识挖掘算法
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2012-01-15 DOI: 10.1109/ISKE.2015.59
Li Yang, Yuhui Wang, Yang Xu
{"title":"Tacit Knowledge Mining Algorithm Based on Linguistic Truth-Valued Concept Lattice","authors":"Li Yang, Yuhui Wang, Yang Xu","doi":"10.1109/ISKE.2015.59","DOIUrl":"https://doi.org/10.1109/ISKE.2015.59","url":null,"abstract":"Natural language processing is one of the important research in the field of artificial intelligence, and tacit knowledge expressed by natural language is the research hotspot. In order to provide a mathematical tool for mining tacit knowledge, we establish a concrete model of 6-ary linguistic truth-valued concept lattice to deal with natural language and introduce a mining algorithm of tacit knowledge through the structure consistency. Specifically, we utilize the attributes to depict knowledge, propose the 6-ary linguistic truth-valued object tacit context and homotype context to characterize tacit knowledge, and research the necessary and sufficient conditions of forming tacit knowledge. We respectively give the generating algorithm of the linguistic truth-valued homotype context and the constructing algorithm the 6-ary linguistic truth-valued concept lattice.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130418077","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
A Knowledge Management and Need-Capacity Matching Approach for Community-Based Disaster Management and Recovery 基于社区的灾害管理和恢复的知识管理和需求能力匹配方法
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 1900-01-01 DOI: 10.1109/ISKE.2015.37
I. Palomares, L. Galway, M. Haran, Martin Neef, Conor Woods, Hui Wang
{"title":"A Knowledge Management and Need-Capacity Matching Approach for Community-Based Disaster Management and Recovery","authors":"I. Palomares, L. Galway, M. Haran, Martin Neef, Conor Woods, Hui Wang","doi":"10.1109/ISKE.2015.37","DOIUrl":"https://doi.org/10.1109/ISKE.2015.37","url":null,"abstract":"Post-crisis response and recovery necessitates the identification and prioritization of the needs and capacities of the affected community in order to provide efficient and well-coordinated humanitarian assistance. The Community Based Comprehensive Recovery platform aims to facilitate enhanced communication flows between professional communities, affected communities, and volunteer responders to enhance situational awareness, inform and guide response planning, and ensure more effective coordination of activities by volunteer responders. Underpinning the platform, an information framework has been designed to support acquisition and analysis of the needs and capacities that arise across affected communities. In addition, a multi-criteria decision making algorithm has been designed and developed in order to enhance sense making and situational awareness within the platform. Subsequently, this paper introduces the core concepts that provide a basis for the information model, along with the associated ontology. Furthermore, the paper presents details of the decision making algorithm in conjunction with results from its application to a representative set of sample data.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"24 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":"125848849","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
Operation Properties and delta-Equalities of Complex Fuzzy Classes 复杂模糊类的运算性质和delta等式
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 1900-01-01 DOI: 10.1109/ISKE.2015.77
Mumtaz Ali, Vahid Behbood
{"title":"Operation Properties and delta-Equalities of Complex Fuzzy Classes","authors":"Mumtaz Ali, Vahid Behbood","doi":"10.1109/ISKE.2015.77","DOIUrl":"https://doi.org/10.1109/ISKE.2015.77","url":null,"abstract":"A complex fuzzy class is a set of fuzzy sets which is characterized by a pure complex fuzzy grade of membership where both the real and imaginary parts are fuzzy functions. The values that a pure complex fuzzy grade of membership may receive all lie within the unite square or unit circle in the complex plane. In this paper, we investigate different operation properties and propose a distance measure for complex fuzzy classes. The distance of two complex fuzzy classes measures the difference between the memberships of the fuzzy sets in the two complex fuzzy classes as well as the difference between the memberships in the related fuzzy sets in the two complex fuzzy classes. d-equalities of two complex fuzzy classes are then defined which mainly base on this distance measure. If the distance between two complex fuzzy classes is less than or equal to d, then they are said to be d-equal. This paper reveals that different operations between complex fuzzy classes can affect given delta-equalities of complex fuzzy classes. Further, an application of utilizing the concept of d-equalities of complex fuzzy classes in stocks and mutual funds in the stock market is presented.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"57 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":"130680284","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
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