Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003)最新文献_第5页

A new method for query generation applied to learning text classifiers 一种用于文本分类器学习的查询生成新方法

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003) Pub Date : 2003-10-13 DOI: 10.1109/WI.2003.1241284

L. Jimmy, Q. Mohamed

引用次数: 1

User attributes in Web-based electronic service adoption model (e-sam) 基于web的电子服务采用模型(e-sam)中的用户属性

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003) Pub Date : 2003-10-13 DOI: 10.1109/WI.2003.1241252

K. Sandhu, B. Corbitt

引用次数: 6

Intelligent mapping of hyperspace 超空间的智能映射

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003) Pub Date : 2003-10-13 DOI: 10.1109/WI.2003.1241238

C. Ralha, J. Ralha

引用次数: 4

On the temporal analysis for improved hybrid recommendations 改进混合推荐的时间分析

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003) Pub Date : 2003-10-13 DOI: 10.1109/WI.2003.1241196

T. Tang, Pinata Winoto, Keith C. C. Chan

{"title":"On the temporal analysis for improved hybrid recommendations","authors":"T. Tang, Pinata Winoto, Keith C. C. Chan","doi":"10.1109/WI.2003.1241196","DOIUrl":"https://doi.org/10.1109/WI.2003.1241196","url":null,"abstract":"Recommender systems address the issue of information overload by providing personalized recommendations towards a target user based upon a history of his/her likes and dislikes. Collaborative filtering and content-based methods are two most commonly used approaches in most recommender systems. Although each of them has both advantages and disadvantages in providing high quality recommendations, a hybrid recommendation mechanism incorporating components from both of the methods would yield satisfactory results in many situations. Unfortunately, most hybrid approaches have focused on the contents of items but the temporal feature of them, which is the theme of our study here. In particular, we argue, here in the context of movie recommendation, that movie's production year, which reflects the situational environment where the movies were filmed, might affect the values of the movies being recommended, and in turn significantly affect target user's future preferences. We called it the temporal effects of the items on the performance of the recommender systems. We perform some experiments on the famous MovieLens data sets, and significant results were obtained from our experiments. We believe that the temporal features of items can be exploited to not only scale down the huge amount of data set, especially for Web-based recommender system, but also allow us to quickly select high quality candidate sets to make more accurate recommendations.","PeriodicalId":403574,"journal":{"name":"Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123838562","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: 24

Design and implementation of a Web-based computational grid portal 基于web的计算网格门户的设计和实现

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003) Pub Date : 2003-10-13 DOI: 10.1109/WI.2003.1241244

Ge He, Zhiwei Xu

引用次数: 6

Service-oriented autonomous decentralized community communication technique for a complex adaptive information system 复杂自适应信息系统的面向服务自治分散社区通信技术

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003) Pub Date : 2003-10-13 DOI: 10.1109/WI.2003.1241211

K. Ragab, N. Kaji, K. Mori

{"title":"Service-oriented autonomous decentralized community communication technique for a complex adaptive information system","authors":"K. Ragab, N. Kaji, K. Mori","doi":"10.1109/WI.2003.1241211","DOIUrl":"https://doi.org/10.1109/WI.2003.1241211","url":null,"abstract":"In rapidly changing large-scale information system, users' requirements are changing constantly. To address the extreme dynamism in the large-scale information system, we have proposed the autonomous community information system (ACIS). It is a decentralized bilateral-hierarchy architecture that forms a community of individual end-users (community members) having the same interests and demands in somewhere, at specified time. ACIS allows the community members to mutually cooperate and share information without loading up any single node excessively. We propose an autonomous decentralized community communication technique to assure a flexible, scalable and multilateral communication among the community members. The main ideas behind this communication technique are: content-code communication (community service-based) for flexible information service provision/utilization and multilateral benefits communication for scalable and productive cooperation among members. All members communicate productively for the satisfaction of all the community members. The scalability of the system's response time regardless of the number of the community members has been shown by simulation. Thus, the autonomous decentralized community communication technique reveals significant results of the response time with continuous increasing in the total number of members.","PeriodicalId":403574,"journal":{"name":"Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124622658","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: 7

A negotiation strategy for electronic trade using intelligent agents 基于智能代理的电子贸易谈判策略研究

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003) Pub Date : 2003-10-13 DOI: 10.1109/WI.2003.1241193

O. Cairó, Juan Gabriel Olarte, F. Rivera-Illingworth

引用次数: 4

A comparative framework for EB systems development methodologies 电子商务系统开发方法的比较框架

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003) Pub Date : 2003-10-13 DOI: 10.1109/WI.2003.1241235

Jinghua Huang, J. Wang, Tao Chang, Chunjun Zhao, Liao Wang

引用次数: 1

Semantic reliability in distributed systems: ontology issues and system engineering 分布式系统中的语义可靠性:本体问题和系统工程

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003) Pub Date : 2003-10-13 DOI: 10.1109/WI.2003.1241207

C. Linn

{"title":"Semantic reliability in distributed systems: ontology issues and system engineering","authors":"C. Linn","doi":"10.1109/WI.2003.1241207","DOIUrl":"https://doi.org/10.1109/WI.2003.1241207","url":null,"abstract":"Key to the successful operation of any distributed computing system is that messages between systems be interpreted in such a way that the sender's desired effect is achieved. To achieve this effect the meaning of a message as interpreted by the receiver must align with the meaning intended by the sender. If it does not then we have semantic mismatch or variance, which if severe can result in system failure. A system with little semantic variance is a semantically reliable system. While relevant to all heterogeneous distributed systems, semantic reliability is particularly relevant to those systems that seek to utilise the ideas embodied in the notion of the semantic Web. These systems include: Web services, heterogeneous multiagent systems, and autonomic computing. In such nontrivial systems achieving semantic reliability is a complex and multifacetted challenge. We first consider classic notions of reliability in hardware and software engineering. The problem of meaning exchange is then considered at length from a semiotic standpoint. It is argued that while the use of ontologies certainly effectively mitigates the problem, ontologies alone cannot be the complete solution and human dimensions must also be considered. By drawing on sources from a range of foundation disciplines (reliability theory, semiotics, linguistics, philosophy, logic, and ontology practice), some of the deeper and more intractable semantic issues associated with meaning exchange are exposed and explored. From this base, semantic reliability's relationship with classic reliability theory is considered, and several systems engineering techniques are identified that have potential to significantly improve semantic reliability, and hence overall system reliability.","PeriodicalId":403574,"journal":{"name":"Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133012529","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: 7

Towards know-when technology in the mobile information space: long-term user trace log analysis in the mobile Internet 走向移动信息空间的know-when技术:移动互联网长期用户跟踪日志分析

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003) Pub Date : 2003-10-13 DOI: 10.1109/WI.2003.1241263

T. Yamakami

引用次数: 4