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Studying page life patterns in dynamical web

Alexey Tikhonov, Ivan Bogatyy, Pavel Burangulov, Liudmila Ostroumova, Vitaliy Koshelev, Gleb Gusev
2013 Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '13  
This paper focuses on the dynamical part of the web, i.e. pages that have a limited lifespan and experience a short popularity outburst within it.  ...  We study the properties of pages that belong to each pattern and determine content topics that contain disproportionately high fractions of particular patterns.  ...  TEMPORAL PATTERNS OF PAGE LIFE This section describes the particular classes of temporal activity patterns that we distinguish in our study.  ... 
doi:10.1145/2484028.2484185 dblp:conf/sigir/TikhonovBBOKG13 fatcat:xm7ot2qbqbcwbl5yakzua7vj4u

A Dynamic Web Page Prediction Model Based on Access Patterns to Offer Better User Latency [article]

Debajyoti Mukhopadhyay, Priyanka Mishra, Dwaipayan Saha, Young-Chon Kim
2011 arXiv   pre-print
However, the increased uses of dynamic pages, frequent changes in site structure and user access patterns have limited the efficacy of these static techniques.  ...  In this paper, we have proposed a methodology to cluster related pages into different categories based on the access patterns.  ...  As the Internet grows and becomes a primary means of communication in business as well as the day to day life, the majority of Web pages will tend to be dynamic.  ... 
arXiv:1102.0684v1 fatcat:ym27kuuxlveshiyn2zujched4m

The impact of user-browser interaction on web performance

Raúl Peña-Ortiz, José A. Gil, Julio Sahuquillo, Ana Pont
2013 Proceedings of the 28th Annual ACM Symposium on Applied Computing - SAC '13  
In this paper we analyze, for the first time, the effect of considering the User-Browser Interaction (UBI) as a part of user's dynamic behavior on web workload characterization in performance studies.  ...  In contrast, in previous works we demonstrated that the use of an accurate workload model that considers user's dynamism when navigating the web clearly affects system performance metrics.  ...  INTRODUCTION Web applications and services have been introduced as a part of our daily life, evolving users from passive consumers to active contributors to the available dynamic content [9] .  ... 
doi:10.1145/2480362.2480497 dblp:conf/sac/Pena-OrtizGSP13 fatcat:bwxfa3ipfvczpaljy3vvj6eoe4

Association Between System Usage Pattern and Impact of Web-Based Telerehabilitation in Patients with Multiple Sclerosis

In Cheol Jeong, Jiazhen Liu, Joseph Finkelstein
2020 Studies in Health Technology and Informatics  
The objective of this study was to investigate web log data (weblogs) generated by PwMS in the process of web-based telerehabilitation and correlate them with rehabilitation progress.  ...  The changes in these metrics were correlated with system usage patterns.  ...  However, association between system usage pattern and impact of web-based telerehabilitation in PwMS has not been systematically studied.  ... 
doi:10.3233/shti200566 pmid:32604673 fatcat:b6ehvvhetnds5bxvtmpk5lic2u

Framework for Social Network Data Mining

Gayana Fernando, Md Gapar, MdJohar MdJohar
2015 International Journal of Computer Applications  
Social networks have become a vital component in personal life.  ...  The proposed framework tries to handle the major limitations in current web mining frameworks by handling the unstructured and dynamic behavior of web data.  ...  Yanagimoto in 2010 have proposed web page clustering method using social bookmarking data with dimension reduction regarding web pages' similarity by using k-means to partition web pages [9] .  ... 
doi:10.5120/20434-2765 fatcat:a5j5scp7krhwjnx36fs57672ye

Near-miss clone patterns in web applications: An empirical study with industrial systems

Tariq Muhammad, Minhaz F. Zibran, Yosuke Yamamoto, Chanchal K. Roy
2013 2013 26th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)  
In this paper, we present an in-depth study on the patterns (i.e., forking and templating) of exact and near-miss code clones in two industrial dynamic web applications having distinct architecture.  ...  Dynamic web pages composed of inter-woven (tangled) source code written in multiple programming languages (e.g., HTML, PHP, JavaScript, CSS) makes it difficult to analyze and manage clones in web applications  ...  Acknowledgement: This works is supported in part by the Walter C. Sumner Memorial Foundation.  ... 
doi:10.1109/ccece.2013.6567821 dblp:conf/ccece/MuhammadZYR13 fatcat:th2ji7xe6vdffioyce6zzuxhm4

Raising reliability of web search tool research through replication and chaos theory

Scott Nicholson
2000 Journal of the American Society for Information Science  
Because the World Wide Web is a dynamic collection of information, the Web search tools (or "search engines") that index the Web are dynamic.  ...  This study is the result of ten replications of the classic 1996 Ding and Marchionini Web search tool research.  ...  Mark Rorvig, Kathleen Murray, and Terry Sullivan for their assistance and encouragement in the development of this research.  ... 
doi:10.1002/(sici)1097-4571(2000)51:8<724::aid-asi40>3.3.co;2-# fatcat:rnhpqasxizhorj5rsyxtbdv7ni

Raising reliability of web search tool research through replication and chaos theory

Scott Nicholson
2000 Journal of the American Society for Information Science  
Because the World Wide Web is a dynamic collection of information, the Web search tools (or "search engines") that index the Web are dynamic.  ...  This study is the result of ten replications of the classic 1996 Ding and Marchionini Web search tool research.  ...  Mark Rorvig, Kathleen Murray, and Terry Sullivan for their assistance and encouragement in the development of this research.  ... 
doi:10.1002/(sici)1097-4571(2000)51:8<724::aid-asi40>3.0.co;2-8 fatcat:p5ryw5t7hbci5ctjczhgpjvniq

Formalization of Learning Patterns Through SNKA

Mr Rajesh, Dr. K.David
2016 International Journal of Advanced Computer Science and Applications  
data and the Dynamic Itemset Count (DIC) algorithm is tried for predicting the users about the usage of web content before and after the knowledge is acquired.  ...  In this paper, In order to streamline the knowledge acquisition patterns and their sharing means a new framework is defined as Social Networking based Knowledge Acquisition (SNKA) to formalize the observed  ...  in downloading patterns iv) To Study the trust and behavior analysis v) To Find the importance of designing a KM Framework for social networking web pages vi) To Formalize the social networking web pages  ... 
doi:10.14569/ijacsa.2016.070119 fatcat:uv2u754hubfarhvw4cty33goay

Traffic in Social Media II: Modeling Bursty Popularity

Jacob Ratkiewicz, Filippo Menczer, Santo Fortunato, Alessandro Flammini, Alessandro Vespignani
2010 2010 IEEE Second International Conference on Social Computing  
In these systems, we track the change in the number of links to pages, and the number of times these pages are visited.  ...  We provide a quantitative, large scale, longitudinal analysis of the dynamics of online content popularity in two massive model systems, the Wikipedia and an entire country's Web space.  ...  We thank Ricardo Baeza-Yates for facilitating our access to the TodoCL data set, Virgil Griffith for his assistance in our (unsuccessful) attempts to obtain data from the Internet Archive, Bharat Dravid  ... 
doi:10.1109/socialcom.2010.63 dblp:conf/socialcom/RatkiewiczMFFV10 fatcat:3txk2molqfcujlepyq5beax4vy

Qualitative Evolution of Performance and Validity Indices for Web Usage Mining

Narendra Kumar Kachhwaha, Bhupendra K Malviya
2017 International Journal of Advanced Research in Computer Science and Software Engineering  
Web Usage Mining has develop into a dynamic region of study in field of data mining because of its crucial values.  ...  The development of web is great as about one million pages are added every day. Users' accesses are traced in web logs.  ...  Doru Tanasa [8] , in his study brought two large contributions for a Web Usage Mining process.  ... 
doi:10.23956/ijarcsse/sv7i5/0198 fatcat:d654x5uchbenbft2bp5szckbva

Multivariate analysis of Web content changes

Maria Carla Calzarossa, Daniele Tessera
2014 2014 IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA)  
However, a certain degree of similarity in the overall patterns of each website exists.  ...  In particular, the application of multivariate analysis techniques allows us to identify groups of days with similar change patterns, thus allowing for the customization of the crawling policies adopted  ...  To study Web dynamics, Brewington and Cybenko [4] consider properties, such as, frequency and nature of modifications of Web pages.  ... 
doi:10.1109/aiccsa.2014.7073268 dblp:conf/aiccsa/CalzarossaT14 fatcat:pcimfwld7rhmlbh7gtzc3gt4oq

Integrated Web Recommendation Model with Improved Weighted Association Rule Mining

S.A.Sahaaya Arul Mary, Malarvizhi M
2013 International Journal of Data Mining & Knowledge Management Process  
World Wide Web plays a significant role in human life. It requires a technological improvement to satisfy the user needs. Web log data is essential for improving the performance of the web.  ...  In this work, a new weighted association mining algorithm is developed to identify the best association rules that are useful for web site restructuring and recommendation that reduces false visit and  ...  INTRODUCTION Web data access becomes a regular activity in human life. Every user attempts are collected and stored into the web server and is known as log data.  ... 
doi:10.5121/ijdkp.2013.3206 fatcat:4fwg4rudn5ewjfnth62i7ysbxq

Why Creating Web Page Objects Manually If It Can Be Done Automatically?

Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella
2015 2015 IEEE/ACM 10th International Workshop on Automation of Software Test  
Page Object is a design pattern aimed at making web test scripts more readable, robust and maintainable.  ...  In this paper we present APOGEN, a tool for the automatic generation of page objects for web applications.  ...  in a web page.  ... 
doi:10.1109/ast.2015.26 dblp:conf/icse/StoccoLRT15 fatcat:n74ohiir5jf55gspn37oxdsg2q

Noise Reduction In Web Data: A Learning Approach Based On Dynamic User Interests

Julius Onyancha, Valentina Plekhanova
2017 Zenodo  
One of the significant issues facing web users is the amount of noise in web data which hinders the process of finding useful information in relation to their dynamic interests.  ...  Current research works consider noise as any data that does not form part of the main web page and propose noise web data reduction tools which mainly focus on eliminating noise in relation to the content  ...  ACKNOWLEDGMENTS Special thanks to the University of Sunderland, Faculty of Computer Science for the continued support in my research work.  ... 
doi:10.5281/zenodo.1314911 fatcat:fheelbzoafcarex3i5rys6evji
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