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Issues of Learning the Browsing Language

Kavita Das, O. P. Vyas
2011 International Journal of Computer Applications  
General Terms Web usage mining, web personalization, browsing behavior, browsing task and mood  ...  It will make the prediction of next web pages by a surfer more accurate.  ...  Generally a surfer sticks to a task not more than an upper time limit. Depending on the design of the web page, the surfer may switch between tasks (and mode) before completing one.  ... 
doi:10.5120/1839-2482 fatcat:upp4rhmyx5filauzllc6eg6cku

Survey Paper on Random surfer model in Page Ranking Algorithm

Suthar Henilkumar, Rajendra J., Nikhil Kumar
2016 International Journal of Computer Applications  
the page ranking on the world wide web.  ...  The World Wide Web have a large amount of data, the user are find the some relevant information from WWW.  ...  generated about the web pages[13].  ... 
doi:10.5120/ijca2016909880 fatcat:hmdhpjfb4jdttomgpsl743jxoq

Web page scoring systems for horizontal and vertical search

Michelangelo Diligenti, Marco Gori, Marco Maggini
2002 Proceedings of the eleventh international conference on World Wide Web - WWW '02  
In this paper, we propose a general framework for Web Page Scoring Systems (WPSS) which incorporates and extends many of the relevant models proposed in the literature.  ...  Page ranking is a fundamental step towards the construction of effective search engines for both generic (horizontal) and focused (vertical) search.  ...  Acknowledgments We would like to thank Ottavio Calzone who performed some of the experimental evaluations of the scoring systems.  ... 
doi:10.1145/511511.511512 fatcat:jtng42nuuvf7vglzan33zdot64

Surfing the Service Web [chapter]

Sudhir Agarwal, Siegfried Handschuh, Steffen Staab
2003 Lecture Notes in Computer Science  
It is not our objective that everybody can produce arbitrarily complex workflows of web services with our tool, the OntoMat-Service-Surfer.  ...  The way that web services are currently being developed places them beside rather than within the existing World Wide Web.  ...  A part of this work was funded by the SemIPort project of the federal ministry of education and research (BMBF).  ... 
doi:10.1007/978-3-540-39718-2_14 fatcat:z7vhqbymzzhgvdsmg63obwgbji

Web page scoring systems for horizontal and vertical search

Michelangelo Diligenti, Marco Gori, Marco Maggini
2002 Proceedings of the eleventh international conference on World Wide Web - WWW '02  
In this paper, we propose a general framework for Web Page Scoring Systems (WPSS) which incorporates and extends many of the relevant models proposed in the literature.  ...  Page ranking is a fundamental step towards the construction of effective search engines for both generic (horizontal) and focused (vertical) search.  ...  Acknowledgments We would like to thank Ottavio Calzone who performed some of the experimental evaluations of the scoring systems.  ... 
doi:10.1145/511446.511512 dblp:conf/www/DiligentiGM02 fatcat:ubwdcr2mbrdcxporvlfk5blc54

A cautious surfer for PageRank

Lan Nie, Baoning Wu, Brian D. Davison
2007 Proceedings of the 16th international conference on World Wide Web - WWW '07  
This work proposes a novel cautious surfer to incorporate trust into the process of calculating authority for web pages.  ...  We thank the Laboratory of Web Algorithmics, Università degli Studi di Milano and Yahoo!  ...  Research Barcelona for making the UK-2006 dataset and labels available and Stanford University for access to their WebBase collections.  ... 
doi:10.1145/1242572.1242724 dblp:conf/www/NieWD07 fatcat:hjhdy6f6o5gubaynrn54karrum

A unified probabilistic framework for web page scoring systems

M. Diligenti, M. Gori, M. Maggini
2004 IEEE Transactions on Knowledge and Data Engineering  
In this paper, we propose a general probabilistic framework for Web Page Scoring Systems (WPSS), which incorporates and extends many of the relevant models proposed in the literature.  ...  The definition of efficient page ranking algorithms is becoming an important issue in the design of the query interface of Web search engines.  ...  Some fruitful discussions with Nicola Baldini concerning the focuseek project (www.focuseek.com) were also very stimulating and useful for the development of the general framework described in the paper  ... 
doi:10.1109/tkde.2004.1264818 fatcat:rn7oojuyajdmzplvblewhsrvyi

Random surfers on a web encyclopedia

Florian Geigl, Daniel Lamprecht, Rainer Hofmann-Wellenhof, Simon Walk, Markus Strohmaier, Denis Helic
2015 Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business - i-KNOW '15  
The random surfer model is a frequently used model for simulating user navigation behavior on the Web.  ...  In this article we compare the classical uniform random surfer to empirical navigation and page access data in a Web Encyclopedia.  ...  This research was in part funded by the FWF Austrian Science Fund research project "Navigability of Decentralized Information Networks" (P 24866).  ... 
doi:10.1145/2809563.2809598 dblp:conf/iknow/GeiglLHWSH15 fatcat:t7pzrtq3knfpxmvclbx57lmhna

Swarm Intelligent Surfing in the Web [chapter]

Jie Wu, Karl Aberer
2003 Lecture Notes in Computer Science  
The local rankings can also be used 1 as input for the generation of global Web rankings in a decentralized way.  ...  We enhance the ordinary Web server/surfer model with a mechanism inspired by swarm intelligence to make it possible for the Web servers to interact with Web surfers and thus obtain a proper local ranking  ...  After this module is enabled, the Web server can automatically collect and analyze the dynamic interactions between the server and the surfers and generate on-the-fly document rankings on the Web.  ... 
doi:10.1007/3-540-45068-8_80 fatcat:zpq2fohlcfdsfl6rvbkqa4lori

Design and evaluation of improvement method on the web information navigation – A stochastic search approach

Benjamin P.-C. Yen, Y.-W. Wan
2010 Decision Support Systems  
Alternatively, improvement can be made by giving direct guidance to the surfers in navigating the Web sites.  ...  We consider four models of information retrieval based on combination of the level of skill or experience of the surfers as well as the degree of navigation support by the sites.  ...  In fact, the simulation programs only follow the random mechanism of each model to generate the next move of a surfer.  ... 
doi:10.1016/j.dss.2009.12.004 fatcat:ajys4hhkifaqlp3kezqha4xaha

Random surfer with back step

Marcin Sydow
2004 Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters - WWW Alt. '04  
THE PROBLEM In this paper we report development of a link-based ranking algorithm which is built on a random surfer model reflecting back steps made by a Web surfer.  ...  Unfortunately, the traditional Random Surfer model does not reflect some very common aspect of Web surfing i.e reverting to a Copyright is held by the author/owner(s). page visited in the previous step  ... 
doi:10.1145/1013367.1013471 dblp:conf/www/Sydow04 fatcat:pbided5dpnhdvkc2ftojsa6qcy

Design and evaluation of improvement method on the Web information navigation - a stochastic search approach

B.P.-C. Yen, Y.-W. Wan
2003 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the  
We consider four models: inexperienced surfers on guidance-less sites, experienced surfers on guidance-less sites, sites with the mean-length guidance, and sites with the known-first-arc guidance (generalized  ...  The evolution on complexity and applicability is also discussed for the design guideline of general improvement methods. The paper concludes with the summary and future directions.  ...  Jenny Zhong for implementing part of the system in the case study during her stay at HKUST. This research is partially sponsored by Taran  ... 
doi:10.1109/hicss.2003.1174476 dblp:conf/hicss/YenW03 fatcat:ylfietftwbftbpdka23v2aox4a

Random surfer with back step

Marcin Sydow
2004 Alternate track papers & posters of the 13th international conference on World Wide Web - WWW Alt. '04  
THE PROBLEM In this paper we report development of a link-based ranking algorithm which is built on a random surfer model reflecting back steps made by a Web surfer.  ...  Unfortunately, the traditional Random Surfer model does not reflect some very common aspect of Web surfing i.e reverting to a Copyright is held by the author/owner(s). page visited in the previous step  ... 
doi:10.1145/1010432.1010536 fatcat:xfvs22lrzvcmniw57237maw6by

A Web surfer model incorporating topic continuity

S.K. Pal, B.L. Narayan
2005 IEEE Transactions on Knowledge and Data Engineering  
This paper describes a surfer model which incorporates information about topic continuity derived from the surfer's history.  ...  Experiments performed on Web pages obtained from WebBase confirm the superiority of the model.  ...  ACKNOWLEDGMENTS The authors are thankful to the WebBase Group at Stanford for providing the WebBase data. Mr. B.L.  ... 
doi:10.1109/tkde.2005.69 fatcat:di43xzhaarhwfnaou2xbdamdha

Wordrank: A Method for Ranking Web Pages Based on Content Similarity

Apostolos Kritikopoulos, Martha Sideri, Iraklis Varlamis
2007 24th British National Conference on Databases (BNCOD'07)  
WordRank introduces the model of the 'biased surfer' which is based on the following assumption: "the visitor of a web page tends to visit web pages with similar content rather than content irrelevant  ...  The algorithm modifies the random surfer model by biasing the probability of a user to follow a link in favor of links to pages with similar content.  ...  A search engine that could implement and present all the above rankings, could automatically analyze the user interaction data and accentuate the best rankings. References  ... 
doi:10.1109/bncod.2007.24 dblp:conf/bncod/KritikopoulosSV07 fatcat:mosxv5vj5rd7tbd4vdacdbvh3e
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