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SEWeP: A Web Mining System Supporting Semantic Personalization [chapter]

Stratos Paulakis, Charalampos Lampos, Magdalini Eirinaki, Michalis Vazirgiannis
2004 Lecture Notes in Computer Science  
We present SEWeP, a Web Personalization prototype system that integrates usage data with content semantics, expressed in taxonomy terms, in order to produce a broader yet semantically focused set of recommendations  ...  We present SEWeP, a Web Personalization prototype system, based on the framework proposed in [3] .  ...  To tackle this problem we propose a Web personalization framework based on semantic enhancement of the Web usage logs and the related Web content.  ... 
doi:10.1007/978-3-540-30116-5_63 fatcat:bz2cjmsqtjd4dbfr4bwo5ialty

Development of a Recommender System based on Extending Contexts of Content and Personal History

Katsuaki Tanaka, Koichi Hori, Masato Yamamoto
2010 Journal of Emerging Technologies in Web Intelligence  
One way to redress the balance between a person and the flood is a computer-based recommender system, and many Web sites use such systems. These systems on a Web site work for similar items.  ...  We have developed a recommender system that captures personal context from a history of personal online and offline activities, treats information on Web sites as a large set of context, and discovers  ...  Usually, the target of a recommender system is a single Web site. Such recommenders are sufficient for a person whose activity is limited to a Web site.  ... 
doi:10.4304/jetwi.2.3.197-203 fatcat:g3zy2poa4bhc7hmxfcl4xlf23i

Personalized and Location aware Online Product Recommendation System

2017 International Journal of Science and Research (IJSR)  
Based on user's requirements and preferences, the personalized recommendation systems are in need to provide proper recommendations .  ...  Other recommendation techniques included in the project are: Personal interest based recommendation and Friend Circle based recommendation.  ...  recommendation and 3) Location based recommendation. 1) Interest based recommendation In personal interest based product recommendation, recommend products based on their interest category.  ... 
doi:10.21275/art20175182 fatcat:q2qm2sotlngrbjt7bfeoys4jp4

Personalized web search using browsing history and domain knowledge

Rakesh Kumar, Aditi Sharan
2014 2014 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT)  
Personalized web search is an important field for tuning the traditional IR system for focused information retrieval. This paper is an attempt to improve personalized web search.  ...  User's ProfIle provides an important input for performing personalized web search.  ...  Once the user inputs query, the system provides good suggestions for personalized web search based on enhanced user profile.  ... 
doi:10.1109/icicict.2014.6781332 fatcat:sgyrj5zozrhozm42ahshwvymba

Enabling multimodal interaction in web-based personal digital photo browsing

N.A. Ismail, E. A. O'Brien
2008 2008 International Conference on Computer and Communication Engineering  
In this paper, we describe an interactive web-based photo retrieval system that enables personal digital photo users to accomplish photo browsing by using multimodal interaction.  ...  The prototype system and it architecture utilize web technology which was build using web programming scripting (JavaScript, XHTML, ASP, XML based markup language) and image database in order to achieve  ...  flexibility in the web based personal digital photo retrieval interaction process.  ... 
doi:10.1109/iccce.2008.4580737 fatcat:psid6eeulrfhldcjum6b4ounla

Web personalization integrating content semantics and navigational patterns

Magdalini Eirinaki, Charalampos Lampos, Stratos Paulakis, Michalis Vazirgiannis
2004 Proceedings of the 6th annual ACM international workshop on Web information and data management - WIDM '04  
Both methods are integrated in the semantic web personalization system SEWeP.  ...  To address this problem, web sites provide recommendations to the end users, based on similar users' navigational patterns mined from past visits.  ...  SEWeP is a web personalization system based on the semantic characterization of the web content, and the enhancement of the web usage logs with these content semantics.  ... 
doi:10.1145/1031453.1031468 dblp:conf/widm/EirinakiLPV04 fatcat:c6xxpa7ce5gdhjh2uqdeswl2jm

Implementation of Recommender System for Web pages

Anuradha G
2018 International Journal of Engineering & Technology  
In Web based applications, Recommender systems have become fundamental information access system.  ...  The abstract should be written using third person instead of first person.  ...  Phase3: Personalization Diagnosis Personalization methodology is used to categorize the users into various categories and the web pages are categorized into various categories based on their usage.  ... 
doi:10.14419/ijet.v7i4.5.20188 fatcat:inlnvheu5fgi5dx6wtddcipekq

Web personal name disambiguation based on reference entity tables mined from the web

Xianpei Han, Jun Zhao
2009 Proceeding of the eleventh international workshop on Web information and data management - WIDM '09  
In this paper, to overcome the previous methods' deficiencies, we propose a web-querying method to mine the reference entity tables from the Web automatically with the help of professional category knowledge  ...  Ambiguous personal names are common on the Web, which pose a challenge for many different tasks. The traditional disambiguation employs the clustering methods.  ...  The Performance of Web Personal Name Disambiguation The web personal name disambiguation method outputs a category for each appearance(web page here) of a personal name (for clustering methods, the category  ... 
doi:10.1145/1651587.1651605 dblp:conf/widm/HanZ09 fatcat:kpigf7ixcfbphmqjs7pvbu4fza

Recommendations of Personal Web Pages Based on User Navigational Patterns

Yin-Fu Huang, Jia-Tang Jhang
2014 International Journal of Machine Learning and Computing  
These navigational patterns are then used to generate recommendation web pages by matching the navigation behavior of a user personal knowledge base.  ...  The experimental results show that the web pages recommended by our system are of better quality and acceptable for humans from various domains, based on human evaluators ranking as well as quality-value-based  ...  Personal Knowledge Base A personal knowledge base (PKB) is knowledge repository used to store the personal knowledge of an individual.  ... 
doi:10.7763/ijmlc.2014.v4.429 fatcat:hwo74szi3basbncn6lychcw2r4

User Modeling of Disabled Persons for Generating Instructions to Medical First Responders [chapter]

Luca Chittaro, Roberto Ranon, Luca De Marco, Augusto Senerchia
2009 Lecture Notes in Computer Science  
This paper describes how we built such a user model and illustrates the Web-based system that allows all interested stakeholders to access and provide user model data.  ...  To provide personalized health recommendations concerning disabled persons, an adaptive system needs a detailed user model that can account for the peculiar aspects of the many existing disabilities.  ...  the Friuli Venezia Giulia region under the project "Servizi avanzati per il soccorso sanitario al disabile basati su tecnologie ICT innovative" ("Advanced emergency medical services for the disabled based  ... 
doi:10.1007/978-3-642-02247-0_49 fatcat:v635ezhurrbilkcqo6g2xen22i

SEWeP

M. Eirinaki, M. Vazirgiannis, I. Varlamis
2003 Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '03  
In this paper, we present SEWeP, a system that makes use of both the usage logs and the semantics of a Web site's content in order to personalize it.  ...  Web personalization is the process of customizing a Web site to the needs of each specific user or set of users, taking advantage of the knowledge acquired through the analysis of the user's navigational  ...  To tackle this problem we designed and developed a Web personalization system that is based on semantic enhancement of the Web usage logs and the related Web content.  ... 
doi:10.1145/956750.956765 dblp:conf/kdd/EirinakiVV03 fatcat:c75nmzr4gvbmzi22uyjgsecwv4

SEWeP

M. Eirinaki, M. Vazirgiannis, I. Varlamis
2003 Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '03  
In this paper, we present SEWeP, a system that makes use of both the usage logs and the semantics of a Web site's content in order to personalize it.  ...  Web personalization is the process of customizing a Web site to the needs of each specific user or set of users, taking advantage of the knowledge acquired through the analysis of the user's navigational  ...  To tackle this problem we designed and developed a Web personalization system that is based on semantic enhancement of the Web usage logs and the related Web content.  ... 
doi:10.1145/956755.956765 fatcat:tdigotwounhhfbnxung54a5aki

Introducing Semantics in Web Personalization: The Role of Ontologies [chapter]

Magdalini Eirinaki, Dimitrios Mavroeidis, George Tsatsaronis, Michalis Vazirgiannis
2006 Lecture Notes in Computer Science  
The web personalization systems are mainly based on the exploitation of the navigational patterns of the web site's visitors.  ...  When a personalization system relies solely on usage-based results, however, valuable information conceptually related to what is finally recommended may be missed.  ...  In the Section that follows we present work related to thesaurus-based WSD algorithms and web personalization systems which use ontologies.  ... 
doi:10.1007/11908678_10 fatcat:jtpv6xshnzcgroad32575yfdlu

Intelligent tutoring interoperability for the new web

Marko Rosić, Vlado Glavinić, Slavomir Stankov
2006 Telecommunications Systems  
An important subclass of distant learning systems is represented by intelligent tutoring systems (ITSs) that base their work on the simulation of the "real" teacher in the learning and teaching process  ...  Interoperability of systems based on knowledge is a very important element for reducing their development cost and enabling an easy-to-perform service enrichment.  ...  It shows the ontology that defines categories person, student and teacher. The category person is starting category.  ... 
doi:10.1007/s11235-006-9138-2 fatcat:4hibwmjp3rbyjan36dlkkyrtva

Mining user navigation patterns for personalizing topic directories

Theodore Dalamagas, Panagiotis Bouros, Theodore Galanis, Magdalini Eirinaki, Timos Sellis
2007 Proceedings of the 9th annual ACM international workshop on Web information and data management - WIDM '07  
The key feature of our methodology is that the personalization is based on the mining of navigation patterns extracted from previous user visits.  ...  Topic directories are popular means of organizing information resources in the web. In this work, we introduce a methodology for personalizing topic directories.  ...  Thus, the methods that seem to be more relevant to ours, in terms of identifying different interest groups and personalize the web site based on these profiles, are those that are based on collaborative  ... 
doi:10.1145/1316902.1316916 dblp:conf/widm/DalamagasBGES07 fatcat:zxs5tlywrfhsndhun2nzmjrlz4
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