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Ling Chen, Sourav S. Bhowmick, Wolfgang Nejdl
2009 Proceedings of the VLDB Endowment  
Web archives preserve the history of autonomous Web sites and are potential gold mines for all kinds of media and business analysts.  ...  We devise a data mining-driven policy for selectively (re)downloading Web pages that are located in hierarchical directory structures which are believed to have changed significantly (e.g., a substantial  ...  Our work differs from nectar mining fundamentally because we focus on site-level Web archive maintenance, while [5] addresses a data mining problem defined on general trees.  ... 
doi:10.14778/1687627.1687757 fatcat:ygon7d6bwzgb3claa6554sibbi

Data Mining for the Web [chapter]

Myra Spiliopoulou
1999 Lecture Notes in Computer Science  
In this tutorial, we discuss data mining for the web.  ...  The web is being increasingly used as a borderless marketplace for the purchase and exchange of goods, the most prominent among them being information.  ...  We then elaborate on the need for guidelines to transform the results of a data miner into suggestions or hints for web site reorganization or proaele-based size construction.  ... 
doi:10.1007/978-3-540-48247-5_81 fatcat:vq6ri7l275fbfouqestjjhjfcy

Web Usage Mining with Personalization on Social Web

Rutvija Pandya
2015 International Journal of Engineering Trends and Technoloy  
web mining is the technique to extract the useful knowledge from web. For mining the web, three categories -Web Content Mining, Web Structure Mining and Web Usage Mining is used.  ...  These user navigation patterns can be applied to many realworld problems, such as improving Web sites, product recommendations, user or customer behaviour studies, etc.  ...  It teaches me how to participate in a serious project.  ... 
doi:10.14445/22315381/ijett-v29p260 fatcat:pr2mgo5obfcnfcv6kn6yz6hena

Third Party Privacy Preserving Protocol for Secure Web Services

B. Raghuram, S. Sandeep, B. Hanmanthu
2013 International Journal of Computer Applications  
Web services is become major issue in distributed data mining.  ...  In order to perform web service we propose third party protocol for secure computations.  ...  In this paper, we provide a framework based on Web service, integrating a privacy preserving data mining components, including data preprocessing for privacy requirements, model construction and model  ... 
doi:10.5120/14099-2118 fatcat:dnahpbnennc6xhqvjr4ncqis3u

Defect Analysis of Secondary Equipment Based on Power Dictionary and Apriori Algorithm

Jinshuang Mu, Zhanjun Gao, Fengyuan Zhou, P. Siano, Q. Li
2021 E3S Web of Conferences  
From the perspective of data mining, this paper use Apriori algorithm to correlate and analyze the defect data, establish a analysis model for the secondary equipment defect data.  ...  Take a provincial electric power company's secondary equipment historical defect data mining as an example, describes the application process and analysis method of Apriori algorithm.  ...  It has a certain significance for the key maintenance and overhaul of the equipment.  ... 
doi:10.1051/e3sconf/202125602028 fatcat:yb7nvhjnlrgrlmtkffwhw7ruva

Research on the Web Application Development Pattern and UI Optimization Mode under Data Warehouse Environment

Shi Fu
2016 DEStech Transactions on Social Science Education and Human Science  
Despite the application of Web standards for Web site construction, the concept, technology, efficiency has a certain advantage, but if chose the development process of application of the Web standards  ...  Under this condition, we integrate the data warehouse environment for the basic optimization.  ...  For the suggestion, we propose the RMM methodology. RMM is a kind of to design, build, and the maintenance methods of Intranet and Internet Web system.  ... 
doi:10.12783/dtssehs/isetem2016/4367 fatcat:ijh3bqk6pzdaxovxhcsriqwngi

Introduction to the minitrack: managing information on the web

Ting-Peng Liang, M.J.P. Shaw, Chih-Ping Wei
2003 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the  
management, knowledge discovery and data mining, and environmental scanning on the Internet.  ...  The second paper, "Design and Evaluation of Improvement Method on the Web Information Navigation: A Stochastic Search Approach" by Yen and Wan, adopted a stochastic searching approach to provide users  ...  management, knowledge discovery and data mining, and environmental scanning on the Internet.  ... 
doi:10.1109/hicss.2003.1174474 fatcat:cklojb33w5dmrkgpowc7t3p3i4

An Efficient Web Content Extraction from Large Collection of Web Documents using Mining Methods

S. Mahesha, M. Giri, M.S Shashidhara
2013 International Journal of Computer Applications  
Web mining is a one class of data mining. Web Mining is a variation of data mining that distills untapped source of abundantly available free textual information.  ...  Web data Clustering is the organization of a collection of web documents into clusters based on similarity.  ...  Then using the grouping of browse interestingness and site topology interestingness of association rules for web mining they revealed a new pattern to provide valuable data for the site construction.  ... 
doi:10.5120/11852-7614 fatcat:cou7w6u2b5bflnmi6ybc32iwne

Database research at UT Arlington

Sharma Chakravarthy, Alp Aslandogan, Ramez Elmasri, Leonidas Fegaras, JungHwan Oh
2003 SIGMOD record  
As a complement to the analytical results based on the cost model, a testbed (for both single source and multi-source DW) has been implemented for a typical maintenance scenario using Interbase and an  ...  Additional information on these projects can be found at the web site (or send email to  ...  "Query engines for Web-accessible XML data". Very Large Data Bases (VLDB) Conference, Roma, Italy, September 2001, pages 251-260.  ... 
doi:10.1145/640990.641006 fatcat:ml6mv5cwcnfdngomhemhabrxou


Robinson Joel M, Srinath M V, Adhiselvam A
2014 ICTACT Journal on Soft Computing  
Web Usage Mining is the application of data mining technique used to retrieve the web usage from web proxy log file.  ...  In this proposed approach, the web directories are discovered based on the user's interestingness. The web proxy log file undergoes a preprocessing phase to improve the quality of data.  ...  Varghese et al. proposed a cluster optimization methodology based on fuzzy logic. Web usage mining method was used for eliminating the redundancies occurred in data after clustering.  ... 
doi:10.21917/ijsc.2014.0108 fatcat:ht74hjhyq5cj3b2gewok3u7rjq

Determination of User Navigational Patterns from Server Log Files using Hadoop Techniques

Ruchi Patil
2020 International Journal for Research in Applied Science and Engineering Technology  
Web Usage Mining (WUM) is the major application of data mining to the web data and analyzes the user's visiting activities and attains their interests by inspecting the web log files.  ...  The first and crucial step in WUM is preprocessing of log for cleaning data, after that it can be suitable for mining purposes.  ...  They had presented a method for data preprocessing based on user characteristic of interests.  ... 
doi:10.22214/ijraset.2020.6306 fatcat:utwyh6jelzcmbocham6li554qi

Features Analysis of Online Shopping System Using WCM

Maria Erum, Muhammad Waqas, Sidra Arshad, Tahir Nawaz
2018 EAI Endorsed Transactions on Scalable Information Systems  
Data mining techniques being used for web information extraction are unbelievable systems and suggested for the protection of extremely susceptible data.  ...  By the web sources huge amount of data is maintained and can be easily retrieved by using the web mining techniques as the techniques are applied exactly based on the needs of the users.  ...  In earlier days the techniques used for the information extraction from web documents were based on the HTML documents. Based on that HTML document a tree is formed of a web page.  ... 
doi:10.4108/eai.13-4-2018.154471 fatcat:gv5446uooba2fcmeuawgpaykoa

Research on Adaptive Information Retrieval of Educational Resource Library Based on Web Knowledge Discovery

Ning JIANG, Xiao-dong ZHU
2017 DEStech Transactions on Economics Business and Management  
Through these design ideas, you can integrate a variety of applications and information together, so as to achieve a smooth flow between each other and coordinated management.  ...  Based on the collaborative thinking of the digital campus information system using two design ideas, embodied in the collaborative matrix model and gear interaction model.  ...  As a result, Web-oriented data mining is much more complex than data mining for a single data warehouse.  ... 
doi:10.12783/dtem/eced2017/9909 fatcat:iepevmhhnrg4tfalg5hvhnydca

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

Petra Perner, G. Fiss
2002 Lecture Notes in Computer Science  
We describe what kind of data mining methods are necessary and how they can be applied to the data.  ...  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.  ...  With these methods we can solve such problems as learning the user model, web usage mining for web site organization, campaign management, and event monitoring.  ... 
doi:10.1007/3-540-46131-0_3 fatcat:3u2trfjxhra4jnw3iaupuslyzy

Research on User Identification Algorithm based on Rewriting URL

Zhou Jiadi, Geng Hai
2016 International Journal of Security and Its Applications  
With the gradual maturity of data mining technology, applying data mining technology into the log files of Web server has become an important research direction in data mining area.  ...  Better user identification effect can be achieved through this method.  ...  Session refers to the collection of continuous requests to one Web site by the user, and session mechanism is also a very common user tracking method.  ... 
doi:10.14257/ijsia.2016.10.3.20 fatcat:wvw3omxfs5bafbzh7bh7vrscim
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