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PagePrompter: An Intelligent Web Agent Created Using Data Mining Techniques [chapter]

Y. Y. Yao, H. J. Hamilton, Xuewei Wang
2002 Lecture Notes in Computer Science  
In this paper, we introduce a novel algorithm for creating an intelligent agent for navigating a web site based on combining web usage mining and machine learning.  ...  web site designers.  ...  PagePrompter combines the clustering of pages with information about the contents and the web site structure to generate the adaptive web site.  ... 
doi:10.1007/3-540-45813-1_67 fatcat:7tkummwlz5bldarb3aojavypfq

Analysis of Browsing Behaviors with Ant Colony Clustering Algorithm

Xiaohua Hu, Tao Mu, Weihui Dai, Hongzhi Hu, Genghui Dai
2012 Journal of Computers  
The characteristics of users' browsing behaviors on websites can be used to analyze system performance as well as network communication, understand users' reaction and motivation, and build adaptive websites  ...  The test and results show that users are clustered accurately based on their similar browsing behavior from dynamic Web log data.  ...  This research was supported by National Natural Science Foundation of China (No. 90924013).  ... 
doi:10.4304/jcp.7.12.3096-3102 fatcat:de4yatq6gfballyqieli6jwqt4

A web usage mining framework for business intelligence

Sonal Tiwari, Deepti Razdan, Prashant Richariya, Shivkumar Tomar
2011 2011 IEEE 3rd International Conference on Communication Software and Networks  
In this paper, we introduce a web mining solution to business intelligence to discover hidden patterns and business strategies from their customer and web data.  ...  We propose a new framework based on web mining technology. Web mining attempts to determine useful knowledge from secondary data obtained from the interactions of the users with the web.  ...  Web usage mining has become very critical for effective web site management, creating adaptive web sites, business and support services, personalization and network traffic flow analysis.  ... 
doi:10.1109/iccsn.2011.6014995 fatcat:dblff7j3a5fc3lcjzea5togi2q

Data Web house to support Web intelligence in e-learning environments

M. Zorrilla, S. Millan, E. Menasalvas
2005 2005 IEEE International Conference on Granular Computing  
This paper presents the design of a data e-learning web-house as supporting structure for future e-learning personalized systems.  ...  The amazing usage of internet as a communication channel has changed the very structure of companies activities, being education a clear example of this situation.  ...  The aim of applying data mining to data captured by an e-learning tool is to build e-learning intelligent systems.  ... 
doi:10.1109/grc.2005.1547386 dblp:conf/grc/ZorrillaMR05 fatcat:zeeinmj5rrabdfppsah442yxe4

SIE – Intelligent Web Proxy Framework [chapter]

Grzegorz Andruszkiewicz, Krzysztof Ciebiera, Marcin Gozdalik, Cezary Kaliszyk, Mateusz Srebrny
2004 Lecture Notes in Computer Science  
In this paper we would like to present and describe SIE, a transparent, intelligent Web proxy framework.  ...  Its aim is to provide efficient and robust platform for implementing various ideas in broad area of Web Mining.  ...  For us, it is most important to develop SIE itself as a platform for building intelligent Web proxies.  ... 
doi:10.1007/978-3-540-27834-4_46 fatcat:gniclvsqyzgdphr7gl2fihad2y

Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces [chapter]

Petra Perner, G. Fiss
2002 Lecture Notes in Computer Science  
Holders of E-shops have thus to gather the consumer's desires and preferences from his interactions and the data resulting from the sales process, which requires a profound data analysis.  ...  As in real sales processes competent counselling, in accordance with the customer's necessities, and also after-sales assistance by help of the web play an important part for the customer faith.  ...  Conclusions We have introduced a new architecture extending an e-shop into an intelligent emarketing and selling platform which can adapt to user needs and preferences.  ... 
doi:10.1007/3-540-46131-0_3 fatcat:3u2trfjxhra4jnw3iaupuslyzy

Welcome Message from Conference Chairs and Program Chair

2005 The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05)  
new tools for building a variety of embodiments of Web-based intelligent information systems.  ...  in Web-based intelligent information technology; and (3) to cross-fertilize ideas on the development of Web-based intelligent information systems among different domains.  ...  Without their strong support, we could not have a successful conference.  ... 
doi:10.1109/wi.2005.163 dblp:conf/webi/X05 fatcat:hfbpqwatovbphhqzxxuvhezpxe

Introduction to the special topic section on mining Web resources for enhancing information retrieval

Wai Lam, Christopher C. Yang, Filippo Menczer
2007 Journal of the American Society for Information Science and Technology  
Web has been expanding at an enormous pace. There are a variety of Web documents in different genres, such as news, reports, reviews.  ...  Traditionally, the information displayed on Web sites has been static. Recently, there are many Web sites offering content that is dynamically generated and frequently updated.  ...  It is a model-based clustering approach that builds on a principled statistical foundation. It makes use of Markov models to represent a user's navigation process.  ... 
doi:10.1002/asi.20626 fatcat:hnnx7uowarampmyo7kjllnpysy

Web mining: research and practice

P. Kolari, A. Joshi
2004 Computing in science & engineering (Print)  
He is a senior member of the IEEE and a member of the IEEE Computer Society and the ACM. Contact him at  ...  His research interests are in the broad area of networked computing and intelligent systems, with a primary focus on data management for mobile computing systems, and most recently on data management and  ...  a Web server, including Web logs, clickstreams, and database transactions at a Web site or a group of related sites.  ... 
doi:10.1109/mcse.2004.23 fatcat:y6a6f4gvfjesfciuajlpfododu

Guest editorial

Gary William Flake, Paolo Frasconi, C. Lee Giles, Marco Maggini
2004 ACM Transactions on Internet Technology  
Machine learning is the study of how to build adaptive solutions that make explicit use of regularities in data.  ...  Together these form a solid bulk of results underpinning many of the present approaches to intelligent information processing on the Web.  ... 
doi:10.1145/990301.990302 fatcat:gons374cvbbtdck6cj4bsxhlei

Educational data mining: A survey from 1995 to 2005

C. Romero, S. Ventura
2007 Expert systems with applications  
This paper surveys the application of data mining to traditional educational systems, particular web-based courses, well-known learning content management systems, and adaptive and intelligent web-based  ...  The success of the plentiful work needs much more specialized work in order for educational data mining to become a mature area.  ...  Acknowledgement The authors gratefully acknowledge the financial support provided by the Spanish Department of Research of the Ministry of Science and Technology under TIN2005-08386-C05-02 Project.  ... 
doi:10.1016/j.eswa.2006.04.005 fatcat:sjoj4y6aejfcbowaqgjehesjh4

Integration of recommendations and adaptive hypermedia into java tutoring system

Aleksandra Klasnja-Milicevic, Boban Vesin, Mirjana Ivanovic, Zoran Budimac
2011 Computer Science and Information Systems  
This paper presents an idea for integration of such recommender system into existing web-based Java tutoring system in order to provide various adaptive programming courses.  ...  This can be achieved by recommending and adapting the appearance of hyperlinks or simply by recommending actions and resources.  ...  One possible solution to this problem is to use adaptive and intelligent web-based educational systems.  ... 
doi:10.2298/csis090608021k fatcat:556fxfnkkvetlnpnx4q43dzbeq

Natural computation for business intelligence from Web usage mining

A. Abraham
2005 Seventh International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'05)  
Web usage mining has become very critical for effective Web site management, creating adaptive Web sites, business and support services, personalization, network traffic flow analysis and so on.  ...  Web usage mining attempts to discover useful knowledge from the secondary data obtained from the interactions of the users with the Web.  ...  Web usage mining has become very critical for effective web site management, creating adaptive web sites, business and support services, personalization and network traffic flow analysis [16] [18] [19  ... 
doi:10.1109/synasc.2005.48 dblp:conf/synasc/Abraham05 fatcat:ijrgyis3mjd2riwplhgng7yw7y

The Web as an Autobiographical Agent [chapter]

Maya Dimitrova, Emilia I. Barakova, Tino Lourens, Petia Radeva
2004 Lecture Notes in Computer Science  
The approach is based on the analogy between the Web and the environmental exploration by a robot and has branched off from a currently developed method for autonomous agent learning of novel environ ments  ...  The rewardbased autobiographic memory approach has been applied to the Web search agent.  ...  This work is supported in part by TIC20001635C0404, TIC20000399C0201 of CICYT, Ministerio de Ciencia y Tecnologia of Spain and a reseach grant to Maya Dimitrova by CVCUAB.  ... 
doi:10.1007/978-3-540-30106-6_52 fatcat:lkf67w4g7bgpbpe6czkzjdzzxq

Preface to the Special Issue on Personalization in Social Web systems

Peter Brusilovsky, David N. Chin
2012 User modeling and user-adapted interaction  
The new generation of web systems known as Web 2.0 or Social Web systems offers a new challenge to the researchers and practitioners working on Web personalization.  ...  An already broad stream of new information created by owners and developers of Web sites and information systems is being joined by another stream of information produced by the users of various kinds  ...  The first paper The Evaluation of a Social Adaptive Web Site for Cultural Events by Gena et al. evaluates an adaptive social website, iCITY, that provides information about cultural resources and events  ... 
doi:10.1007/s11257-012-9133-0 fatcat:wkvvcyt4jvdl7nvj5oun62jnbq
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