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- research-articleApril 2022
A Case Study of Clustering and Visualization With Clickstream Data Using UX2Vec
WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent TechnologyPages 192–196https://doi.org/10.1145/3498851.3498950Along the trend of digital transformation, brand website does not only promote brand image, but it also provides an experience in the path-to-purchase. With the incorporation of ecommerce capabilities on brand websites, we will need to revisit how we ...
- posterJune 2019
Temporal Analysis of Supply and Demand of Topics on The Web
WebSci '19: Proceedings of the 10th ACM Conference on Web SciencePages 143–144https://doi.org/10.1145/3292522.3326054Timing of supply and demand for information on a topic does not always coincide. Sometimes one of them rises first, then the other follows. We show a classification of hot topics on the Web in the past based on the temporal relationship between their ...
- ArticleNovember 2013
Detecting Impolite Crawler by Using Time Series Analysis
ICTAI '13: Proceedings of the 2013 IEEE 25th International Conference on Tools with Artificial IntelligencePages 123–126https://doi.org/10.1109/ICTAI.2013.28Numerous web crawlers especially impolite crawlers visit websites to get contents every day, which yields higher access frequency than the websites can hold. The big traffic of impolite crawlers causes a strong hazard on analysis of normal users and ...
- research-articleJune 2012
Race detection for web applications
PLDI '12: Proceedings of the 33rd ACM SIGPLAN Conference on Programming Language Design and ImplementationPages 251–262https://doi.org/10.1145/2254064.2254095Modern web pages are becoming increasingly full-featured, and this additional functionality often requires greater use of asynchrony. Unfortunately, this asynchrony can trigger unexpected concurrency errors, even though web page scripts are executed ...
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ACM SIGPLAN Notices: Volume 47 Issue 6 - articleApril 2010
A segmentation method for web page analysis using shrinking and dividing
International Journal of Parallel, Emergent and Distributed Systems (IJPEDS), Volume 25, Issue 2Pages 93–104https://doi.org/10.1080/17445760802429585On the basis of image processing technology and characteristics of web pages, a new web segmentation method-iterated shrinking and dividing is proposed in this paper. Dividing conditions and concept of dividing zone are introduced, based on which web ...
- ArticleJune 2009
Constructing a landmark identification system for geo-tagged photographs based on web data analysis
In this research, we propose a method to automatically generate a landmark identification system for geo-tagged photographs, based on analysis of various data collected from the Web. The method first conducts Web analysis based on three major procedures:...
- research-articleOctober 2008
Mars: a MapReduce framework on graphics processors
PACT '08: Proceedings of the 17th international conference on Parallel architectures and compilation techniquesPages 260–269https://doi.org/10.1145/1454115.1454152We design and implement Mars, a MapReduce framework, on graphics processors (GPUs). MapReduce is a distributed programming framework originally proposed by Google for the ease of development of web search applications on a large number of commodity ...
- ArticleMay 2005
BackRank: an alternative for PageRank?
WWW '05: Special interest tracks and posters of the 14th international conference on World Wide WebPages 1122–1123https://doi.org/10.1145/1062745.1062899This paper proposes to extend a previous work, The Effect of the Back Button in a Random Walk: Application for PageRank [5]. We introduce an enhanced version of the PageRank algorithm using a realistic model for the Back button, thus improving the ...
- ArticleMay 2004
The effect of the back button in a random walk: application for pagerank
WWW Alt. '04: Proceedings of the 13th international World Wide Web conference on Alternate track papers & postersPages 370–371https://doi.org/10.1145/1013367.1013480Theoretical analysis of the Web graph is often used to improve the efficiency of search engines. The PageRank algorithm, proposed by Brin and Page, is used by the Google search engine to improve the results of the queries. The purpose of this article is ...
- ArticleNovember 2002
Inferring hierarchical descriptions
CIKM '02: Proceedings of the eleventh international conference on Information and knowledge managementPages 507–514https://doi.org/10.1145/584792.584876We create a statistical model for inferring hierarchical term relationships about a topic, given only a small set of example web pages on the topic, without prior knowledge of any hierarchical information. The model can utilize either the full text of ...
- ArticleOctober 2001
Reverse Engineering to Achieve Maintainable WWW Sites
The growth of the World Wide Web and the accelerated development of web sites and associated web technologies has resulted in a variety of maintenance problems. The maintenance problems associated with web sites and the WWW are examined. It is argued ...