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Pattern Discovery Techniques In Web Usage Mining

J. Umarani, Dr. S. Manikandan
2018 Zenodo  
WWW is a very popular and interactive medium for broadcasting information today.  ...  Web usage mining is divided into three parts Preprocessing, Pattern discovery and Pattern analysis.  ...  Techniques used in pattern discovery are given as follows: Association Rules: Association rule generation can be used to relate pages that are most often referenced together in a single server sessions  ... 
doi:10.5281/zenodo.1332043 fatcat:rplx7h6upnbpth6ddbuvyzh7m4

Exploiting data mining techniques for broadcasting data in mobile computing environments

Y. Saygin, O. Ulusoy
2002 IEEE Transactions on Knowledge and Data Engineering  
It enables clients to prefetch the data from the broadcast disk based on the rules extracted from previous data request patterns.  ...  The proposed methods are implemented on a Web log to estimate their effectiveness.  ...  Cevdet Aykanat and Bora Uçar for setting up their hypergraph partitioning tool for our use. This research is supported by the Research Council of Turkey (TÜ BITAK) under grant number EEEG-246.  ... 
doi:10.1109/tkde.2002.1047775 fatcat:miiztwqmg5cmtovgukxgx2fjmq

A Review Of Trends In Research On Web Mining

Manoj Pandia, Subhendu Kumar Pani, Sanjay Kumar Padhi, Lingaraj Panigrahy, R. Ramakrishna
2011 International Journal of Instrumentation Control and Automation  
But considering the impressive variety of the web, retrieving interesting content has become a very difficult task.So, the World Wide Web is a fertile area for data mining research.Web mining is a research  ...  topic which combines two of the activated research areas: Data Mining and World Wide Web.  ...  WEB MINING TECHNIQUES Traditional data mining techniques can also be used for web mining, such as classification, clustering, association rule mining, and visualization.  ... 
doi:10.47893/ijica.2011.1007 fatcat:arv3ub66ljdoxix7be4vve37pi

Context-aware data discovery

Dmitry Namiot, Manfred Sneps-Sneppe
2012 2012 16th International Conference on Intelligence in Next Generation Networks  
Our model for context-aware data discovery uses mobile phones as proximity sensors.  ...  This paper discusses context-aware data browsing and data retrieval for mobile subscribers. We describe existing models as well as provide a new description for our SpotEx approach.  ...  Web Intents present a framework for client-side service discovery and inter-application communication.  ... 
doi:10.1109/icin.2012.6376016 dblp:conf/icin/NamiotS12 fatcat:rbg3xiimyjg4ldutqh3araaucm

An Optimized User Behavior Prediction Model Using Genetic Algorithm on Mobile Web Structure

2015 KSII Transactions on Internet and Information Systems  
and minimize the time for determining user behavior.  ...  This paper presents an efficient method for mining optimized user behavior prediction model using genetic algorithm on mobile web structure.  ...  Different types of data mining tasks that included association rules, classification and clustering for measuring the respective information from spatiotemporal datasets were examined and reviewed.  ... 
doi:10.3837/tiis.2015.05.023 fatcat:7xfvzdatsng6rpktrt7hleapie

Table of Contents

2009 2009 Eighth IEEE/ACIS International Conference on Computer and Information Science  
on Association Rules Mining Method ...................................................357 Jianwen Xie, Jianhua Wu, and Qingquan Qian Feature-Based Data Stream Clustering ..............................  ...  , and Guillaume Cabanac Extracting Relations from Chinese Web Documents Using Kernel Methods ................................................352 Jing Qiu and Lejian Liao Feature Selection Algorithm Based  ... 
doi:10.1109/icis.2009.5 fatcat:bwvobxsinngqbfk7xfpuajgxs4

A new multimedia information data mining method

Jin Longcun, Wan Wanggen, Cui Bin, Yu Xiaoqing, Xu Hongwei
2009 Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation - GEC '09  
A list of all known web pages referring to the image i.e parent URLs. A list of keywords and a thumbnail used by the user interface for image and video Browsing.  ...  In this paper we propose a novel approach for frequent item sets mining using color, texture and shape. Frequent item set is an item set that satisfies minimum support.  ...  Ogihara and W. Li, frequent itemset has received a great deal of attention 1997. New Algorithms for Fast Discovery of in the field of knowledge discovery and data mining. Association Rules, Proc.  ... 
doi:10.1145/1543834.1543970 dblp:conf/gecco/LongcunWBYX09 fatcat:7furnvhrhne4bppkwjzcs2byw4

Parallel And Distributed Mining Of Association Rule On Knowledge Grid

U. Sakthi, R. Hemalatha, R. S. Bhuvaneswaran
2008 Zenodo  
Computational grid is integrated with data grid to form Knowledge Grid, which implements Apriori algorithm for mining association rule on grid network.  ...  In Virtual organization, Knowledge Discovery (KD) service contains distributed data resources and computing grid nodes.  ...  Mining association rule in database generates useful patterns for decision support system, knowledge discovery, mobility prediction and many other real time applications.  ... 
doi:10.5281/zenodo.1076636 fatcat:lsirej2jpjbyxi45xhbqxf5h7e


Nicolas Hervé, Marie-Luce Viaud, Jérôme Thièvre, Agnès Saulnier, Julien Champ, Pierre Letessier, Olivier Buisson, Alexis Joly
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
OTMedia addresses these questions by collecting, enriching and analysing continuously more than 1500 streams of French media from TV Radio, Web, AFP, and Twitter.  ...  Who said What, Where and How? How are images, video and stories spreading out? Who produces the information?  ...  Finally, textual labels are computed for visual clusters with classical tf/idf word saliency on the associated text content.  ... 
doi:10.1145/2502081.2502260 dblp:conf/mm/HerveVTSCLBJ13 fatcat:klacoezlafd6njgnyezb33iyti

"WBC over DVB-H" Testbed Design, Development and Results

Zhanlin Ji, Ivan Ganchev, Máirtín O'Droma
2010 EURASIP Journal on Wireless Communications and Networking  
The WBCs are used by the service providers to broadcast advertisements of their (wireless) services to the mobile terminals so that the mobile users may discover and associate with the "best" services  ...  A three-layer system architecture of WBCs established over the digital video broadcasting-handheld (DVB-H) standard is presented.  ...  Acknowledgment This publication has been supported by the Irish Research Council for Science, Engineering and Technology (IRCSET), and the Telecommunications Research Centre, University of Limerick, Ireland  ... 
doi:10.1155/2010/769683 fatcat:whxxlds2kbak7dmnmrgq2tgl6u

Enhanced Web Mining Technique To Clean Web Log File

Rachit Goel
2014 International Journal of Computer Applications  
Web usage mining is the subject field of Data Mining which deals with the discovery and analysis of usage patterns from web data specifically web logs in order to improve the web based applications.  ...  The motive of mining is to find users' access models automatically and quickly from the vast Web log data, such as frequent access paths, frequent access page groups and user clustering.  ...  and transaction identification. b) Pattern Discovery-It involves application of various data mining techniques to processed data like statistical analysis, association, clustering and pattern matching  ... 
doi:10.5120/16880-6882 fatcat:twkhw5t64bbn5d5gksxbd6vetq

Data Mining based Soft Computing Skills towards Prevention of Cyber Crimes on the Web

Sayyada Sara
2015 International Journal on Recent and Innovation Trends in Computing and Communication  
Now that information can be utilized for educational, for commercial, for personal, by means of that has a various shapes and structure of its necessity.  ...  and detect the Abnormal and typical behavior of terrorist by using and applying various algorithms of Data Mining and the textual content of terror related web sites and finally profile is give and used  ...  Typical Web Intelligence applications include but not limited to online text classification, Web document clustering, Web recommender for e-commerce, Web usage profiling and similar knowledge discovery  ... 
doi:10.17762/ijritcc2321-8169.150373 fatcat:m4syfkhfxrhqhdgt5vhjol7cuu

Web Mining Research: A Survey [article]

Raymond Kosala, Hendrik Blockeel
2000 arXiv   pre-print
With the huge amount of information available online, the World Wide Web is a fertile area for data mining research.  ...  For the survey, we focus on representation issues, on the process, on the learning algorithm, and on the application of the recent works as the criteria.  ...  rules Application Categories -Categorization -Finding frequent sub- structures -Categorization -Site construction, adapta- tion, and management -Clustering -Web site schema discovery -Clustering  ... 
arXiv:cs/0011033v1 fatcat:uczqoncgz5a6zndq2ezh7l62zm

Towards building a global oracle

Carolina Fortuna, Matevz Vucnik, Blaz Fortuna, Klemen Kenda, Alexandra Moraru, Dunja Mladenic
2012 Proceedings of the Third International Workshop on the Web of Things - WOT '12  
The data is processed and stored by SenseStream while the meta-data is fed into ResearchCyc. SenseStream indexes aggregates, performs clustering and learns rules which then it exports as RuleML.  ...  We make an analogy between human senses and sensors; and between human brain and artificial intelligence technology respectively. This analogy leads to the concept of Global Oracle.  ...  ACKNOWLEDGEMENTS The authors would like to thank Luka Bradesko and Janez Starc for assisting with ResearchCyc and all colleagues from SensorLab for supporting this work.  ... 
doi:10.1145/2379756.2379763 dblp:conf/wot/FortunaVFKMM12 fatcat:2dvfxlh7jfaz5pylmj4b36zaku

Scattercast: an adaptable broadcast distribution framework

Yatin Chawathe
2003 Multimedia Systems  
These agents collaboratively provide the broadcast service for a session. Clients locate a nearby SCX and tap into the session via that SCX.  ...  The rationale behind these overlay approaches is that they address the complexity, deployability and scalability concerns associated with IP multicast.  ...  In the context of the web, intelligent network services such as proxies have been used to adapt web content for acceleration services [13] , web anonymization [2] , and to shield web clients from the  ... 
doi:10.1007/s00530-002-0082-z fatcat:qj65m3ipnbhxtp6wsrtaxdj37m
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