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Mining the Web's link structure

S. Chakrabarti, B.E. Dom, S.R. Kumar, P. Raghavan, S. Rajagopalan, A. Tomkins, D. Gibson, J. Kleinberg
1999 Computer  
W e believe the mining of Web link topology has the potential for beneficial overlap with several areas, including the field of information retrieval. 8 Mining well-structured relational data offers  ...  FINDING AUTHORITIES You could use the Web's link structure in any of several ways to infer notions of authority-some much more effective than others.  ...  Soumen Chakrabarti is an assistant professor in the E-mail accounts on overload? A free e-mail alias from the Computer Society forwards all your mail to one place.  ... 
doi:10.1109/2.781636 fatcat:53qjuq7a3nafribxa67e7buxri

Data mining for Web intelligence

Jiawei Han, K.C.-C. Chang
2002 Computer  
Thus the Web's linkage data provides a rich Web mining source.  ...  Analyzing the Web's link structures Given a keyword or topic, such as investment, we assume a user would like to find pages that are not only highly relevant, but authoritative and of high quality.  ... 
doi:10.1109/mc.2002.1046977 fatcat:53klpcrkyvdtvgmswl3msaljmm

PageRank algorithm for Directed Hypergraph [article]

Loc Tran, Tho Quan, An Mai
2022 arXiv   pre-print
During the last two decades, we easilly see that the World Wide Web's link structure is modeled as the directed graph.  ...  In this paper, we will model the World Wide Web's link structure as the directed hypergraph. Moreover, we will develop the PageRank algorithm for this directed hypergraph.  ...  In general, this model, the directed graph, is not the best and the generalized model for the World Wide Web's link structure.  ... 
arXiv:1909.01132v2 fatcat:3puflmr7ijgctdjs2no3uoeej4

Pagerank Algorithm for Directed Hypergraph

Loc Tran
2019 JOURNAL OF MECHANICS OF CONTINUA AND MATHEMATICAL SCIENCES  
During the last two decades, we easily see that the World Wide Web's link structure is modeled as the directed graph.  ...  In this paper, we will model the World Wide Web's link structure as the directed hypergraph. Moreover, we will develop the PageRank algorithm for this directed hypergraph.  ...  In general, this model, the directed graph, is not the best and the generalized model for the World Wide Web's link structure.  ... 
doi:10.26782/jmcms.spl.4/2019.11.00004 fatcat:4l7zu7oc75gidgtivnbgfcndfi

Web mining: research and practice

P. Kolari, A. Joshi
2004 Computing in science & engineering (Print)  
He is also interested in the Semantic Web and data and Web mining.  ...  He is a senior member of the IEEE and a member of the IEEE Computer Society and the ACM. Contact him at  ...  Acknowledgments The US National Science Foundation helped support this work under grant NSF IIS-9875433, as did the DARPA DAML program under contract F30602-97-1-0215.  ... 
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  
Although none of these studies can be technically seen as belonging to the subject of machine learning, they all explore the Web's systematic structural regularities.  ...  In many of these studies, the network structure of the Web's hyperlinks played a prominent role; however, many other efforts grounded the more theoretical studies by explicitly exploring the relationship  ... 
doi:10.1145/990301.990302 fatcat:gons374cvbbtdck6cj4bsxhlei

A Survey on Link Analysis Extension of Correspondence Analysis to Mine Web Pages

2017 International Journal of Science and Research (IJSR)  
The Web is Growing Very fast, Sometimes the Users lost in the web's hyper structure. Users don't get that kind of results what actually they want.  ...  The main goal of Link Analysis to give the accurate result to the users. . The aim of this paper is providing the users accurate and relevant results.  ...  It gives me details about the web content mining and parts, crawler, web structure mining, Page Rank, HITS etc.  ... 
doi:10.21275/art20164613 fatcat:6e4rkpddgjdo3cxd4ppstl3xii

Research of Page ranking algorithm on Search engine using Damping factor

Punit Patel
2014 International Journal of Advance Engineering and Research Development  
The web consists of a huge number of documents that have been published without any quality control.  ...  To retrieve necessary information from World Wide Web, search engines carry out number of tasks based on their respective structural design.  ...  Process of Image mining is quite difficult compare to text. Web Structure Mining: It deals with searching and modeling the web's link structure.  ... 
doi:10.21090/ijaerd.0101002 fatcat:plae6jrx7ng2td4sczc3v2t5ra

Avoiding Vulnerabilities and Attacks with a Proactive Strategy for Web Applications

Shahzad Ashraf
2021 Advances in Robotics & Mechanical Engineering  
To prevent the web addresses mining challenges a script was designed to mines irrelevant web address URL by visiting multiple search engines based on user input.  ...  In 3rd step, various gape has been identified in dark web hosting using crawls that create the new links from configuration files.  ...  than the surface web's access time.  ... 
doi:10.32474/arme.2021.03.000157 fatcat:qsp5pucl3behtbsukhmxn4njwm

Guest Editors' Introduction: Information Discovery--Needles and Haystacks

C. Lagoze, A. Singhal
2005 IEEE Internet Computing  
In the Web context, this keyword indexing has been enhanced by deriving indexing information from link structure.  ...  This article presents a nice study of the relationship between document content and link structure and user-perceived document semantics.  ... 
doi:10.1109/mic.2005.55 fatcat:bbsnvfew5jf37lo5t463z7q3gi

Dynamic neighborhoods: browsing the World Wide Web together

Michael Merz, Konrad Froitzheim, Heiner Wolf, Stephan Fischer, Ralf Steinmetz, Heinrich J. Stuettgen, Harmen R. van As, Roberto Vercelli
1998 Broadband European Networks and Multimedia Services  
We introduce an original scheme that turns the World Wide Web (WWW) into a social place. Our vicinity-based approach is to show the Web's user space to the people surfing on the WWW.  ...  Being aware of other Web surfers, people browsing the Web may invoke synchronous communication by a single mouse-click -surfing the Web turns from a lonely affair into a joint experience.  ...  ACKNOWLEDGEMENTS This work was performed in the framework of the CoBrow project, which is partially funded by the European Community under the program "Telematics for Research" and the Swiss Department  ... 
doi:10.1117/12.321919 dblp:conf/syben/MertzFW98 fatcat:y5tgfiewtfcwrn635emjlmu2fq

Neurons, viscose fluids, freshwater polyp hydra-and self-organizing information systems

F. Heylighen, C. Gershenson, S. Staab, G.W. Flake, D.M. Pennock, D.C. Fain, D. De Roure, K. Aberer, Wei-Min Shen, O. Dousse, P. Thiran
2003 IEEE Intelligent Systems  
Acknowledgments This work was supported (in part) by the National Competence Center in Research on Mobile Information and Communication Systems, which the Swiss National Science Foundation supports under  ...  This work is partially supported by research grants from the Airforce Office of Scientific Research.  ...  Web data mining Given the Web's size and decentralization, it seems almost a paradox that pure hyperlink data mining algorithms work.  ... 
doi:10.1109/mis.2003.1217631 fatcat:qm2r6vmijrcc7f742j4oivfgui

Page Ranking Algorithms for Web Mining

Rekha Jain, Dr. G. N. Purohit
2011 International Journal of Computer Applications  
As the web is growing rapidly, the users get easily lost in the web's rich hyper structure.  ...  Web mining technique is used to categorize users and pages by analyzing users behavior, the content of pages and order of URLs accessed. Web Structure Mining plays an important role in this approach.  ...  Web Structure Mining It is the process by which we discover the model of link structure of the web pages.  ... 
doi:10.5120/1775-2448 fatcat:i73oqevoazerxixefnwqrmkxky

Survey on Online Social Networks Analysis Concepts and Knowledge Discovery Techniques

Noha Negm, Hany Mahgoub
2019 International Journal of Computer Applications  
unstructured and structured data available on the OSNA.  ...  This survey investigates the current progression in the field of knowledge discovery in OSNA and covers all basic techniques of Data, Text, and Web mining that are widely used for the exploration of the  ...  ACKNOWLEDGMENTS The authors would like to thank the anonymous reviewers for their help to improve this paper.  ... 
doi:10.5120/ijca2019918904 fatcat:cpgrjidxxvhcxjycf3xewrss4y

Lexical and semantic clustering by Web links

Filippo Menczer
2004 Journal of the American Society for Information Science and Technology  
Recent Web-searching and -mining tools are combining text and link analysis to improve ranking and crawling algorithms.  ...  The central assumption behind such approaches is that there is a correlation between the graph structure of the Web and the text and meaning of pages.  ...  for contributions to the crawling and parsing code.  ... 
doi:10.1002/asi.20081 fatcat:vicrrqf6x5d7xexgw5w3cvr36q
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