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Intelligent Hypermedia for the Adaptive Web: Foreword to the SMAP '08 Special Session 面向自适应网络的智能超媒体:SMAP '08特别会议前言
2008 Third International Workshop on Semantic Media Adaptation and Personalization Pub Date : 2008-12-15 DOI: 10.1109/SMAP.2008.43
I. Anagnostopoulos, M. Bieliková, M. Wallace, John W. T. Lee
{"title":"Intelligent Hypermedia for the Adaptive Web: Foreword to the SMAP '08 Special Session","authors":"I. Anagnostopoulos, M. Bieliková, M. Wallace, John W. T. Lee","doi":"10.1109/SMAP.2008.43","DOIUrl":"https://doi.org/10.1109/SMAP.2008.43","url":null,"abstract":"Researchers need to explore and study the plethora of challenges that emergent intelligent hypermedia technologies bring to the Adaptive Web. This special session aims to increase the awareness of researchers in this area, providing an in-depth investigation on several research and deployment issues, regarding the impact of intelligent methods on this new form of Web. In addition, this special session examines the performance characteristics of various approaches in Web-based systems, while it focuses on the development of intelligent methods among different hypermedia applications.","PeriodicalId":292389,"journal":{"name":"2008 Third International Workshop on Semantic Media Adaptation and Personalization","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115171905","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
An Intelligent Mechanism for Adaptive Peer User Modeling in Web-Based Environments 基于web环境下自适应对等用户建模的智能机制
2008 Third International Workshop on Semantic Media Adaptation and Personalization Pub Date : 2008-12-15 DOI: 10.1109/SMAP.2008.33
Ioannis Giannoukos, Ioanna Lykourentzou, Giorgos Mpardis, V. Nikolopoulos, V. Loumos, E. Kayafas
{"title":"An Intelligent Mechanism for Adaptive Peer User Modeling in Web-Based Environments","authors":"Ioannis Giannoukos, Ioanna Lykourentzou, Giorgos Mpardis, V. Nikolopoulos, V. Loumos, E. Kayafas","doi":"10.1109/SMAP.2008.33","DOIUrl":"https://doi.org/10.1109/SMAP.2008.33","url":null,"abstract":"Peer assessment techniques are an effective means to take advantage of the knowledge that exists in Web-based peer environments. Through these techniques, participants act both as authors and reviewers over each other¿s work. However, as Web-based cooperating environments continuously grow in popularity, there is a need to develop intelligent mechanisms that will retrieve the optimal group of reviewers to comment on the work of each author, with a view to increasing the usefulness that these comments will have on the author¿s final result. This paper introduces a novel technique that incorporates feed forward neural networks to determine the optimal reviewers for a specific author during a peer assessment procedure. The proposed method seeks to match author to reviewer profiles based on feedback regarding the usefulness of reviewer comments as it was perceived by the author. The method was tested on educational e-learning data and the preliminary results that it yielded are promising.","PeriodicalId":292389,"journal":{"name":"2008 Third International Workshop on Semantic Media Adaptation and Personalization","volume":"25 10","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114130141","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
Object Recognition by Modified Scale Invariant Feature Transform 基于改进尺度不变特征变换的目标识别
2008 Third International Workshop on Semantic Media Adaptation and Personalization Pub Date : 2008-12-15 DOI: 10.1109/SMAP.2008.12
Gule Saman, S. Gilani
{"title":"Object Recognition by Modified Scale Invariant Feature Transform","authors":"Gule Saman, S. Gilani","doi":"10.1109/SMAP.2008.12","DOIUrl":"https://doi.org/10.1109/SMAP.2008.12","url":null,"abstract":"This paper presents a methodology for object recognition. It relies on the extraction of distinctive invariant image features that can be used to find the correspondence between different views of an object or a scene. These features are invariant to image rotation and scaling, they have substantial robustness to changes in viewpoint and illumination and addition of noise. Mikolajczyk [1] have evaluated the SIFT [2] algorithm along with other approaches and have identified it as the most resistant to image distortions. This paper improves on the SIFT algorithm by modifying its descriptor and the keypoint localization steps. The proposed technique uses the salient aspects of image gradient in keypoints neighbourhood. Moreover, instead of smoothed weighted histograms of SIFT, kernel principal component analysis (KPCA) is applied in order to normalize the image patch. Comparative results show that KPCA based descriptors are more distinctive, robust to distortions and compact. The evaluation of the technique is performed using recall precision [3].","PeriodicalId":292389,"journal":{"name":"2008 Third International Workshop on Semantic Media Adaptation and Personalization","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127769025","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: 10
Research on Ontology-Based Text Clustering 基于本体的文本聚类研究
2008 Third International Workshop on Semantic Media Adaptation and Personalization Pub Date : 2008-12-15 DOI: 10.1109/SMAP.2008.14
Xiquan Yang, Dina Guo, XueYa Cao, JianYuan Zhou
{"title":"Research on Ontology-Based Text Clustering","authors":"Xiquan Yang, Dina Guo, XueYa Cao, JianYuan Zhou","doi":"10.1109/SMAP.2008.14","DOIUrl":"https://doi.org/10.1109/SMAP.2008.14","url":null,"abstract":"Text clustering as a method of organizing retrieval results can organize large amounts of web search into a small number of clusters in order to facilitate users¿ quickly browsing. In this paper, we propose a text clustering method based on ontology which is different from traditional text clustering and can improve clustering results performance. This method implements word clustering by calculating word relativity and then implements text classification. Experiments show that the proposed method clustering trends to perform better than only single term frequency based method.","PeriodicalId":292389,"journal":{"name":"2008 Third International Workshop on Semantic Media Adaptation and Personalization","volume":"15 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133043309","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
An Ontology-Based Profiling and Recommending System for Mobile TV 基于本体的移动电视分析与推荐系统
2008 Third International Workshop on Semantic Media Adaptation and Personalization Pub Date : 2008-12-15 DOI: 10.1109/SMAP.2008.9
Y. Naudet, A. Aghasaryan, Y. Toms, C. Senot
{"title":"An Ontology-Based Profiling and Recommending System for Mobile TV","authors":"Y. Naudet, A. Aghasaryan, Y. Toms, C. Senot","doi":"10.1109/SMAP.2008.9","DOIUrl":"https://doi.org/10.1109/SMAP.2008.9","url":null,"abstract":"We present here a recommending system that has been developed for filtering TV content provided to mobile devices users. This recommender is fully based on ontologies, which are used to formalize both the user and her/his interests, and the audiovisual content. The developed ontologies allow matchmaking between user and content at different levels, based on three means to define user interests: according to categories, content description, or any combination of concepts defined in an ontology. The computation of user profiles relies on both explicit and implicit profiling, based on incremental learning of interest degrees from content usage.","PeriodicalId":292389,"journal":{"name":"2008 Third International Workshop on Semantic Media Adaptation and Personalization","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133372256","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: 11
General Framework for Text Classification Based on Domain Ontology 基于领域本体的文本分类通用框架
2008 Third International Workshop on Semantic Media Adaptation and Personalization Pub Date : 2008-12-15 DOI: 10.1109/SMAP.2008.17
Xiquan Yang, Na Sun, Ye Zhang, De-ran Kong
{"title":"General Framework for Text Classification Based on Domain Ontology","authors":"Xiquan Yang, Na Sun, Ye Zhang, De-ran Kong","doi":"10.1109/SMAP.2008.17","DOIUrl":"https://doi.org/10.1109/SMAP.2008.17","url":null,"abstract":"Ontology can provide a powerful representation of information space and solve many semantic problems. It is wonderful to apply ontology to text classification. This paper proposes a general framework for text classification, which can overcome the limitations of traditional text classification methods. The results of experiment prove that the general framework is applicable across different domains and this method produces better performance.","PeriodicalId":292389,"journal":{"name":"2008 Third International Workshop on Semantic Media Adaptation and Personalization","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115022781","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: 11
Retrieving Film Heritage Content Using an MPEG-7 Compliant Ontology 使用符合MPEG-7的本体检索电影遗产内容
2008 Third International Workshop on Semantic Media Adaptation and Personalization Pub Date : 2008-12-15 DOI: 10.1109/SMAP.2008.16
Y. Cobos, Cristina Sarasua, M. Linaza, Ivan Jimenez, Ander García
{"title":"Retrieving Film Heritage Content Using an MPEG-7 Compliant Ontology","authors":"Y. Cobos, Cristina Sarasua, M. Linaza, Ivan Jimenez, Ander García","doi":"10.1109/SMAP.2008.16","DOIUrl":"https://doi.org/10.1109/SMAP.2008.16","url":null,"abstract":"This paper presents the design and implementation of an MPEG-7 based Multimedia Retrieval System for Film Heritage. The multimedia content has been indexed using an Annotation Tool based on MPEG-7 standard. Moreover, an MPEG-7 Compliant Ontology in OWL DL, which is briefly explained in this paper, has been specially developed to fulfil the requirements of the CINeSPACE project. This ontology has been instantiated so that the retrieval process can be handled. The system has been assessed during the validation of the CINeSPACE project.","PeriodicalId":292389,"journal":{"name":"2008 Third International Workshop on Semantic Media Adaptation and Personalization","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125033738","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: 9
Service Personalisation for Assisted Living of Elderly People at Home 为家居辅助长者提供个人化服务
2008 Third International Workshop on Semantic Media Adaptation and Personalization Pub Date : 2008-12-15 DOI: 10.1109/SMAP.2008.38
D. Vergados
{"title":"Service Personalisation for Assisted Living of Elderly People at Home","authors":"D. Vergados","doi":"10.1109/SMAP.2008.38","DOIUrl":"https://doi.org/10.1109/SMAP.2008.38","url":null,"abstract":"Worldwide, the population of elderly people grows absolutely and in relation to the overall population. This means that more and more consumers will be over 60 years of age in the near future. Independent living is probably something most people have taken for granted during most of their life. As people become older though, independent living can present more of a challenge. Thus, the provision of in-home services will assist aged people in carrying out their daily tasks. In this paper, the personalized framework of the INHOME project is presented, which aims to provide the means for improving the quality of life of elderly people at home, by developing generic technologies for managing their domestic ambient environment.","PeriodicalId":292389,"journal":{"name":"2008 Third International Workshop on Semantic Media Adaptation and Personalization","volume":"94 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122502304","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
Personalizing e-Commerce by Semantics-Enhanced Strategies and Time-Aware Recommendations 基于语义增强策略和时效性推荐的个性化电子商务
2008 Third International Workshop on Semantic Media Adaptation and Personalization Pub Date : 2008-12-15 DOI: 10.1109/SMAP.2008.11
Y. Blanco-Fernández, Martín López Nores, J. Pazos-Arias, A. Gil-Solla, M. Cabrer
{"title":"Personalizing e-Commerce by Semantics-Enhanced Strategies and Time-Aware Recommendations","authors":"Y. Blanco-Fernández, Martín López Nores, J. Pazos-Arias, A. Gil-Solla, M. Cabrer","doi":"10.1109/SMAP.2008.11","DOIUrl":"https://doi.org/10.1109/SMAP.2008.11","url":null,"abstract":"Current e-commerce recommender systems adapt the selection of commercial items suggested to the users as their preferences evolve over time. However, this adaptation process misses the time elapsed since the user has bought an item, which is an essential parameter that affects differently to each purchased product. This results in some useless recommendations, including regularly items that the users are only willing to buy sporadically. In this paper, we explore a new recommendation strategy that offers time-aware suggestions to e-commerce users, by enhancing reasoning techniques from the Semantic Web with item-dependent time functions. This combination leads to suggestions adapted to the particular needs of each user at any given moment.","PeriodicalId":292389,"journal":{"name":"2008 Third International Workshop on Semantic Media Adaptation and Personalization","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131507337","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
A Logic Framework for Sports Video Summarization Using Text-Based Semantic Annotation 基于文本语义标注的体育视频摘要逻辑框架
2008 Third International Workshop on Semantic Media Adaptation and Personalization Pub Date : 2008-12-15 DOI: 10.1109/SMAP.2008.25
Mohammed A. A. Refaey, W. Abd-Almageed, L. Davis
{"title":"A Logic Framework for Sports Video Summarization Using Text-Based Semantic Annotation","authors":"Mohammed A. A. Refaey, W. Abd-Almageed, L. Davis","doi":"10.1109/SMAP.2008.25","DOIUrl":"https://doi.org/10.1109/SMAP.2008.25","url":null,"abstract":"Detection of semantic events in sports videos is an essential step towards video summarization. A large volume of research has been conducted for automatic semantic event detection and summarization of sports videos. In this paper we present a novel sports video summarization framework using a combination of text, video and logic analysis. Parse trees are used to analyze structured and free-style text webcasting of sports games and extract the game¿s semantic events, such as goals and penalties in soccer games. Semantic events are then hierarchically arranged before being passed to a logic processing engine. The logic engine receives the summary preferences from the user and subsequently parses the event hierarchy to generate the game¿s summary according to the user¿s preferences. The proposed framework was applied to both soccer and basketball videos. We achieved an average accuracy of 98.6% and 100% on soccer and basketball videos, respectively.","PeriodicalId":292389,"journal":{"name":"2008 Third International Workshop on Semantic Media Adaptation and Personalization","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115218558","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
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