2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)最新文献_第8页

Qualitative directions in egocentric spatial reference frame 自我中心空间参照系中的定性方向

2012 12th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2012-11-01 DOI: 10.1109/ISDA.2012.6416599

R. Baruah, S. Hazarika

引用次数: 5

A genetic programming free-parameter algorithm for mining association rules 关联规则挖掘的遗传规划无参数算法

2012 12th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2012-11-01 DOI: 10.1109/ISDA.2012.6416514

J. M. Luna, J. Romero, C. Romero, Sebastián Ventura

引用次数: 0

A heuristic as basis for an adaptive e-commerce recommender system 基于启发式的自适应电子商务推荐系统

2012 12th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2012-11-01 DOI: 10.1109/ISDA.2012.6416573

Elmar P. Wach

引用次数: 2

Person re-identification based on visual saliency 基于视觉显著性的人物再识别

2012 12th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2012-11-01 DOI: 10.1109/ISDA.2012.6416655

Y. Liu, Yunlian Shao, F. Sun

引用次数: 17

Enhancing ADSL customer satisfaction with fuzzy expert system case study: Chiang-Rai, Thailand 模糊专家系统提高ADSL用户满意度的案例研究:泰国Chiang-Rai

2012 12th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2012-11-01 DOI: 10.1109/ISDA.2012.6416675

Kayun Chantarasathaporn, C. Kimpan

{"title":"Enhancing ADSL customer satisfaction with fuzzy expert system case study: Chiang-Rai, Thailand","authors":"Kayun Chantarasathaporn, C. Kimpan","doi":"10.1109/ISDA.2012.6416675","DOIUrl":"https://doi.org/10.1109/ISDA.2012.6416675","url":null,"abstract":"Customer satisfaction of ADSL internet service provider could be improved easily by using fuzzy expert system. The researcher developed application that used fuzzy technology for ADSL Internet Service Provider in Chiang-Rai, Thailand. The application read Signal Noise Ratio (SNR) and Attenuation values from each customer' ADSL router and use these two values as input of fuzzy expert system. The software used principle of fuzzy sets and Mamdani inference method to get final answer of which support level should the ISP provide to each customer at a time. There were 3 levels of service order, level 1 - do nothing (normal situation), level 2 - remote fix (not severe situation) and level 3 - on-site fix (severe situation). By routine checking, the application could report about ADSL situation of each customer. If support level was 3, the technicians in charge would be alerted automatically by SMS and Email with detail of that customer, so they could visit customer site immediately. By using this system, all stakeholders, such as customers, managements, technicians and specialists were satisfied since it could warn beforehand so technicians could fix fast and the maintenance cost was low.","PeriodicalId":370150,"journal":{"name":"2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125229916","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

Interpreting the 2011 London riots from twitter metadata 从 twitter 元数据解读 2011 年伦敦骚乱

2012 12th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2012-11-01 DOI: 10.1109/ISDA.2012.6416660

M. Cheong, S. Ray, D. Green

引用次数: 9

Finding meaningful outliers by incorporating negative association rules in Frequent Pattern Outlier Detection Method 在频繁模式离群点检测方法中引入负关联规则来寻找有意义的离群点

2012 12th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2012-11-01 DOI: 10.1109/ISDA.2012.6416653

F. Shaari, Azmi Ahmad, A. Bakar

引用次数: 2

Classification of RSS feed news items using ontology 使用本体对RSS提要新闻项进行分类

2012 12th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2012-11-01 DOI: 10.1109/ISDA.2012.6416587

Shikha Agarwal, A. Singhal, Punam Bedi

{"title":"Classification of RSS feed news items using ontology","authors":"Shikha Agarwal, A. Singhal, Punam Bedi","doi":"10.1109/ISDA.2012.6416587","DOIUrl":"https://doi.org/10.1109/ISDA.2012.6416587","url":null,"abstract":"Explosive growth of data on the web demand techniques, which would enable the user to access desired information. In Information retrieval Document Classification is prerequisite. In practice many classification techniques were and are in use. Term Frequency-Inverse Document Frequency (TF-IDF) is an approach which represents documents based on the frequency of terms in documents. Limitation of this approach is high dimensionality of data. Moreover it does not consider the relations among the terms, resulting in less precise and noisy end result. In our approach we are using weighted Concept Frequency-Inverse Document Frequency (CF-IDF) with background knowledge of domain Ontology, for classification of RSS feed News Items. Metadata information of news items has been used to assign weight to the identified concepts. No trained classifiers are required as Ontology itself acts as a classifier. We have designed ontology based on news industry standards. This classification approach considers relations among the concepts and properties. It results in reduction of noise in final output. It considers only the key concepts of a domain for classification instead of all the terms, which curbs the problem of dimensionality. Evaluation of experimental results reveals that proposed approach gives better classification results.","PeriodicalId":370150,"journal":{"name":"2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127092439","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: 21

A formalism of the object compounds viewed as information processing support 作为信息处理支持的对象复合词的一种形式主义

2012 12th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2012-11-01 DOI: 10.1109/ISDA.2012.6416622

Luciana Morogan, A. Abraham

引用次数: 0

A bio-inspired perspective towards retail recommender system: Investigating optimization in retail inventory 对零售推荐系统的生物启发视角:调查零售库存的优化

2012 12th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2012-11-01 DOI: 10.1109/ISDA.2012.6416530

S. Banerjee, N. Ghali, Arup Roy, A. Hassanien

{"title":"A bio-inspired perspective towards retail recommender system: Investigating optimization in retail inventory","authors":"S. Banerjee, N. Ghali, Arup Roy, A. Hassanien","doi":"10.1109/ISDA.2012.6416530","DOIUrl":"https://doi.org/10.1109/ISDA.2012.6416530","url":null,"abstract":"The complexity of business and different variations of service providers inspire the sense of matching of the consumers with the most appropriate products and services. This specific attribute initiates the study of recommender systems, which analysis the patterns of user's interest in items or products and services to suggest personalized recommendations for all these verticals, and also to suit a user's taste and satisfaction. High quality recommendation demands perfect decision for classifying manifold options given to user against a particular query. Hence, research challenge remains that whether the decision taken is the optimal at the end of recommended options. In this paper coined Termite Colony Optimization (TCO) is proposed, which provides a decision making model, and it is used by termites to adjust their movement trajectories under the decision tree from web service portal. We strongly advocate that the emerging TCO could be better a choice to be used in recommender system and most importantly on a continuous data stream. The present approach is tested on a brand named as “Big Bazar” (Large Market) of India. Retail recommendation has continuous data and various constraints before achieving optimized suggestions. Empirical investigations demonstrate that Termite behavior and meta-heuristic approach is quite affin to offer optimized recommendations for specifi retail operation. The research also briefs about the potential benefi of such retail recommender model in reality.","PeriodicalId":370150,"journal":{"name":"2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115279775","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