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WEB CONTENT MINING
2012
Annals of the University of Petrosani: Economics
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One answer to this problem is using the data mining techniques that is known as web content mining, which is defined as "the process of extracting useful information from the text, images and other forms ...
There is a need of methods to help us extract information from the content of web pages. ...
Research in web mining tries to address this problem by applying techniques from data mining and machine learning to Web data and documents. ...
doaj:b2cf0f0eb4314468aa92e124e2349b50
fatcat:amltzwqslbeyfodkmrebauzoze
A Survey of Web Mining and Various Web Mining Techniques
2019
International Journal for Research in Applied Science and Engineering Technology
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Mining is essence of valuable information from the huge set of raw information. Mining techniques in data mining is known as web mining. ...
The search engine are depends on the ranking technology instead of the other vector based approaches. This paper will focuses on different web mining techniques and the various algorithm used in it. ...
Survey A validation or definition for the mine patterns. ...
doi:10.22214/ijraset.2019.9130
fatcat:2iphkpuogvf5fj4dh7soijioee
Data Mining Techniques for Web Mining: A Survey
2022
Artificial Intelligence and Applications
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Due to its importance, a survey about DM techniques in WM is necessary, as performed in this paper. ...
Moreover, an evolving perspective of DM is web mining (WM), which refers to the whole of DM and related routines. ...
GXWD20201230155427003-20200821160539001) and Shenzhen Basic Research (General Project) (No. JCYJ20190806142601687). Moreover, it is supported by Islamic Azad University, Iran ...
doi:10.47852/bonviewaia2202290
fatcat:eitxo7u43bgd5nloliho453agy
Web Social Mining
[chapter]
2009
Encyclopedia of Library and Information Sciences, Third Edition
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The essential concepts, models and techniques of these Web social mining topics will be surveyed so as to establish the basic foundation for developing novel applications and for conducting research. 1 ...
With increasing user presence in the Web and Web 2.0, Web social mining becomes an important and challenging task that finds a wide range of new applications relevant to e-commerce and social software. ...
This article provides a brief survey of the essential concepts and techniques used in Web social mining. ...
doi:10.1081/e-elis3-120043522
fatcat:7e7ajhkhingy7bwhsijm3iu3we
Web Mining Research: A Survey
[article]
2000
arXiv
pre-print
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In this paper, we survey the research in the area of Web mining, point out some confusions regarded the usage of the term Web mining and suggest three Web mining categories. ...
With the huge amount of information available online, the World Wide Web is a fertile area for data mining research. ...
It gives a Web mining taxonomy but restricted to Web content and Web usage mining, and gives a survey on Web usage mining. ...
arXiv:cs/0011033v1
fatcat:uczqoncgz5a6zndq2ezh7l62zm
Web Usage Mining: A Fact Finding Approach in Web Mining
English
2014
International Journal of Computer Trends and Technology
English
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This article provides a survey and analysis of current Web usage mining systems and technologies. ...
Web usage mining is a main research area in Web mining focused on learning about Web users and their interactions with Web sites. ...
Shraddha Tripathi for hosting this research, making available the data and valuable comments. ...
doi:10.14445/22312803/ijctt-v12p119
fatcat:yvks33w42vchlpwzoit4m7e42u
Using Open Web APIs in Teaching Web Mining
2009
IEEE Transactions on Education
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With the advent of the World Wide Web, many business applications that utilize data mining and text mining techniques to extract useful business information on the Web have evolved from Web searching to ...
The instructor's observations of the students' performance and a survey of the students' opinions show that the class project achieved its objectives and students acquired valuable experience in leveraging ...
ACKNOWLEDGMENT The authors thank Google, Amazon, eBay, Yahoo, and WEKA for making their APIs, software, and data available to the public. The authors thank all the students who took the ...
doi:10.1109/te.2008.930509
fatcat:63zxf2ope5eljmfwoy6lxu5jiu
Web Content Mining
[chapter]
2010
Web Mining and Social Networking
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Web's convenience Richness of information, diversity, and applications For emerging topics, it may be essential -no book. Can we mine "a book" from the Web on a topic? ...
Knowledge synthesis: a case study (Liu, Chee and Ng, Motivation: traditionally, when one wants to learn about a topic, one reads a book or a survey paper. ...
More research is needed.
Template Detection and Page Segmentation 157 Learning Block Importance Models Build the graph and perform ranking The user enters a web page from a link S with anchor text. ...
doi:10.1007/978-1-4419-7735-9_4
fatcat:nsqi7v7enjbfnjp72ohs2ejtyu
Users' recognition in web using web mining techniques
2013
Management Science Letters
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Web mining is a subset of data mining and it means the mining of the related data from WWW, which is categorized into three parts including web content mining, web structure mining and web usage mining ...
The web usage mining makes a profile from users to recognize them and it has direct relationship to web personalizing. ...
Web mining is a subset of data mining techniques divided into three parts including web content mining, web structure mining and web usage mining. Data and web texts are in web content mining. ...
doi:10.5267/j.msl.2013.05.014
fatcat:s4quk5z3rrditoinrn2rjoz3qy
Web mining: Machine learning for web applications
2005
Annual Review of Information Science and Technology
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Machine learning is the basis for most data mining and text mining techniques, and information retrieval research has largely influenced the research directions of Web mining applications. ...
However, these techniques are currently used primarily for information retrieval on the Web, rather than for Web mining. ...
doi:10.1002/aris.1440380107
fatcat:wdqwbszj7valbnyjfysbb4ap4y
Web mining for self-directed e-learning
[chapter]
2006
Data Mining in E-Learning
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In this chapter, we investigate specific examples of selfdirected e-learning and how their functionality and utility can be improved through the use of Web Mining technology, techniques, and practices. ...
Web Mining, however, may potentially offer a solution to this issue. ...
Acknowledgements We would like to thank Data Analysis and Management Research group at the Department of Computer Science for providing valuable suggestions. ...
doi:10.2495/1-84564-152-3/02
fatcat:l7d26y7hkngixopnudrnolazca
Web Content Mining Techniques: A Survey
2012
International Journal of Computer Applications
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Web content mining is a subdivision under web mining. This paper deals with a study of different techniques and pattern of content mining and the areas which has been influenced by content mining. ...
The Quest for knowledge has led to new discoveries and inventions. With the emergence of World Wide Web, it became a hub for all these discoveries and inventions. ...
Web mining helps to understand customer behavior, helps to evaluate the performance of a web site and the research done in web content mining indirectly helps to boost business. ...
doi:10.5120/7236-0266
fatcat:zsc5tzbqgvg3vn7l4al4h2e75i
Knowledge Extraction for Semantic Web using Web Mining with Ontology
2014
International Journal of Computer Applications
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Web mining technique is used to categorize users and pages by analyzing users behavior, the content of pages and order of URLs accessed. ...
This paper presents two web mining techniques namely, web content mining and web usage mining in the process of extracting conceptual relationships, and applying web structure mining process which focus ...
LITERATURE SURVEY This research is a clear evidence to show how the two fast developing research areas semantic web and web mining met each other closely. ...
doi:10.5120/18922-0266
fatcat:4gtoweyrsrc6lghw4fa7d5andy
Recent Developments in Web Usage Mining Research
[chapter]
2003
Lecture Notes in Computer Science
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In this paper, we present a survey of the recent developments in this area that is receiving increasing attention from the Data Mining community. ...
Web Usage Mining is that area of Web Mining which deals with the extraction of interesting knowledge from logging information produced by web servers. ...
Acknowledgements This work has been supported by the consortium on discovering knowledge with Inductive Queries (cInQ ) [1] , a project funded by the Future and Emerging Technologies arm of the IST Programme ...
doi:10.1007/978-3-540-45228-7_15
fatcat:zahqpldqqjhfredqmjdubh6oxu
Mining the Semantic Web
2012
Data mining and knowledge discovery
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This is intended to show the breadth and general potential of this exiting new research and application area for data mining. ...
Ontological knowledge bases enable formal querying and reasoning and, consequently, a main research focus has been the investigation of how deductive reasoning can be utilized in ontological representations ...
With the growing amounts of data becoming available in semantic representations, the investigation of mining techniques for the Semantic Web constitutes an emerging branch of Web mining with specific problems ...
doi:10.1007/s10618-012-0253-2
fatcat:qhkv27bbkvba3mlolhixrepioq
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