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Discover Information and Knowledge from Websites Using an Integrated Summarization and Visualization Framework

Chun Che Fung, W. Thanadechteemapat
2010 2010 Third International Conference on Knowledge Discovery and Data Mining  
This approach is capable to reduce the time required to identify and search for information or knowledge from the Web.  ...  This includes text summarization, tag cloud, Document Type View, and interactive features such as drill down and thumbnails.  ...  Tag Cloud Tag cloud is another key feature of this framework for visualising abstract information from the Web's content.  ... 
doi:10.1109/wkdd.2010.109 dblp:conf/wkdd/FungT10 fatcat:eiqrpc46dzdf7h2qgozw4f3xay

Automatic Web Content Extraction for Generating Tag Clouds from Thai Web Sites

Wigrai Thanadechteemapat, Chun Che Fung
2011 2011 IEEE 8th International Conference on e-Business Engineering  
The main objective is to address the problem of Web visualization by generating tag clouds from Thai Web sites in order to provide an overview of the key words in the Web pages.  ...  This paper proposes a novel Web content extraction approach based on heuristic rules and the XPath utility in XML.  ...  The use of Tag clouds is an example of Web content visualization, which is an approach to provide the overall content of Web pages [2] . There are generally two methods to generate tag clouds.  ... 
doi:10.1109/icebe.2011.34 dblp:conf/icebe/ThanadechteemapatF11 fatcat:x4jeycm22ffzpfnhwxhfensyge

Automatic content extraction and visualization of Thai websites for improved information representation

Wigrai Thanadechteemapat, Chun Che Fung
2012 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)  
The approach has incorporated Web content extraction, Thai word segmentation, and information presentation to generate a tag cloud in Thai language as an overview of the key content in the webpage.  ...  This paper presents an integrated approach to automatically provide an overview of content on Thai websites based on tag cloud.  ...  ACKNOWLEDGMENT Wigrai Thanadechteemapat is supported by a Murdoch University International PhD Scholarship. The support for this work is greatly appreciated.  ... 
doi:10.1109/icsmc.2012.6378072 dblp:conf/smc/ThanadechteemapatF12 fatcat:mcc6rdolf5adbhtabef6lkorti

iWISE, an intelligent Web Interactive Summarization Engine

Chun Che Fung, Wigrai Thanadechteemapat, Kit Po Wong
2009 2009 International Conference on Machine Learning and Cybernetics  
The Internet is expanding at a rapid rate and in particular the World Wide Web (WWW) has a huge number of users and providers of information.  ...  While search engines are capable to return a collection of links according to key terms and some form of ranking mechanism, the users are still need to access the Web page and navigate through the site  ...  These steps have to be preceded subsequent steps for Web mining. In this paper, Web mining however is not covered as this forms another part of the project.  ... 
doi:10.1109/icmlc.2009.5212746 fatcat:f3cjb6srybaadadanmvyyxxvnm

Recommender Systems, Semantic-Based [chapter]

Fatih Gedikli, Dietmar Jannach
2014 Encyclopedia of Social Network Analysis and Mining  
Note that for a content-based recommender no user community is required for generating recommendations.  ...  The authors compare their tag-based approach with a pure content-based recommender in a user study.  ... 
doi:10.1007/978-1-4614-6170-8_116 fatcat:qdiedjovxrauxjitbpjx7zi3qe


Sugiarto Cokrowibowo, Ismail Majid
2018 Journal of Computer and Information System ( J-CIS )  
Pada penelitian ini penulis mengajukan pustaka Java Jsoup untuk mengekstraksi dokumen web kemudian memvisualisasikan hasilnya dalam bentuk word cloud.  ...  Terdapat milyaran dokumen web di world wide web yang terus bertumbuh dalam volume, kecepatan dan kompleksitas yang besar dan secara alamiah sebagian besar kontennya tidak terstruktur.  ...  Pranali Gatfane, Rani Tanpure, Anjali Masodkar dan Vrushali Patil, pada tahun 2015 mengadakan penelitian berjudul "Extraction of Information from Web Page Using Content Mining Approach".  ... 
doi:10.31605/jcis.v1i1.230 fatcat:i6joqy2gr5hz7oepft6pncbwom

Content-Based Clustering for Tag Cloud Visualization

Arkaitz Zubiaga, Alberto P. García-Plaza, Víctor Fresno, Raquel Martínez
2009 2009 International Conference on Advances in Social Network Analysis and Mining  
These sites present a tag cloud made up by the most popular tags, where neither tag grouping nor their corresponding content is considered.  ...  We present a methodology to obtain and visualize a cloud of related tags based on the use of self-organizing maps, and where the relations among tags are established taking into account the textual content  ...  Our map is a reorganization of the original Delicious tag cloud, providing a new cloud grouped by tag content and a term list to allow deeper navigation possibility.  ... 
doi:10.1109/asonam.2009.19 dblp:conf/asunam/ZubiagaGFM09 fatcat:o5amfy7g6rgihl6hgqlqso42se

Event Representation and Visualization from Social Media [chapter]

Xueliang Liu, Benoit Huet
2013 Lecture Notes in Computer Science  
Then, we use the parsed information to mine the latest and hottest related events from social news web services.  ...  The resulting documents are shown within a vivid interface featuring both event description, tag cloud and photo collage. the work was performed while the first author was working towards his PhD at EURECOM  ...  For each event, we segment each tweets into tags, count the frequency of each tag and generate the tag cloud with tags in different font size and color.  ... 
doi:10.1007/978-3-319-03731-8_69 fatcat:zkgw7ppwmbcgxdn6s5fgoybdum

Social networking for scientists using tagging and shared bookmarks: a Web 2.0 application

Marlon E. Pierce, Geoffrey C. Fox, Joshua Rosen, Siddharth Maini, Jong Y. Choi
2008 2008 International Symposium on Collaborative Technologies and Systems  
Underlying our system, and folksonomy systems generally, is a graphbased data model that links external URLs, system users, and descriptive tags.  ...  Web-based social networks, online personal profiles, keyword tagging, and online bookmarking are staples of Web 2.0-style applications.  ...  For example, finding a group of people who share specific set of tags of interest, finding a person whose tags are similar with mine, and so on.  ... 
doi:10.1109/cts.2008.4543939 dblp:conf/cts/PierceFRMC08 fatcat:xe6e3t3irbhwnmk72spuapn5wi

Modeling and exploiting tag relevance for Web service mining

Liang Chen, Jian Wu, Zibin Zheng, Michael R. Lyu, Zhaohui Wu
2013 Knowledge and Information Systems  
Web service tags, i.e., terms annotated by users to describe the functionality or other aspects of Web services, are being treated as collective user knowledge for Web service mining.  ...  To evaluate the accuracy of tag relevance measurement and its impact to Web service mining, experiments are implemented based on Titan which is a Web service search engine constructed based on 15,968 real  ...  The rest of this paper is organized as follows: Sect. 2 gives a survey of related work in Web service mining by utilizing tag information. Section 3 gives an overview of our proposed WS-TRM approach.  ... 
doi:10.1007/s10115-013-0703-1 fatcat:slfsssh655fobk4ldiljnnick4

Visualizing the Results of Opinion Mining from Social Media Contents: Case Study of a Noodle Company
소셜미디어 콘텐츠의 오피니언 마이닝결과 시각화: N라면 사례 분석 연구

Yoosin Kim, Do Young Kwon, Seung Ryul Jeong
2014 Journal of Intelligence and Information Systems  
In this study, we attempted to formulate a more comprehensive and practical approach to conduct opinion mining with visual deliverables.  ...  Second phase is pre-processing to generate useful materials for meaningful analysis.  ...  A word cloud (or tag cloud), which is presented in Figure 5, communicates the above situation but from a different angle.  ... 
doi:10.13088/jiis.2014.20.4.89 fatcat:dwvtll4x4bgidi7zjh6igazdru

ACM SIGMM the first workshop on web-scale multimedia corpus (WSMC09)

Benoit Huet, Jinhui Tang, Alex Hauptmann
2009 Proceedings of the seventeen ACM international conference on Multimedia - MM '09  
WORKSHOP OVERVIEW The purpose of this workshop is to bring together researchers interested in the construction and analysis of Web Scale multimedia datasets and resources.  ...  The Workshop will provide a forum to consolidate key factors related to research on very large scale multimedia dataset such as the construction of dataset, creation of ground truth, sharing and extension  ...  Web-scale Corpus analysis techniques 3.1 Knowledge mining from web-scale multimedia corpus. 3.2 Optimization techniques on web-scale multimedia data for efficiency. 3.3 Techniques for web-scale content-based  ... 
doi:10.1145/1631272.1631551 dblp:conf/mm/HuetTH09 fatcat:kwufdtgghnhi7jqbfs5mtepkce

Leveraging web resources for keyword assignment to short text documents [article]

Ayush Singhal, Ravindra Kasturi, Ankit Sharma, Jaideep Srivastava
2017 arXiv   pre-print
As a solution to these challenges, we show that the proposed approaches which leverage knowledge from several open source web resources enhance the quality of the tags (keywords) assigned to the low text  ...  However, the approaches developed in the literature for full text documents cannot be used to assign keywords to low text content documents like twitter feeds, news clips, product reviews or even short  ...  The concepts and named entities for W C(S 0 ) together form a keyword cloud T. Figure 5 highlights a keyword cloud consisting of keywords generated using the above described technique.  ... 
arXiv:1706.05985v1 fatcat:mnfxumshgbgcxkg6nwwhjo4gjy

An Approach of Information Extraction Based on Dom Tree and Weight Value

Haitao Wang, Shufen Liu
2016 International Journal of Grid and Distributed Computing  
In this paper, we present an approach of information extraction based on Dom tree and weight value calculation, which contains the following steps, parse the web page to construct the Dom tree, extract  ...  Eliminating noisy information and extracting information content from web pages are increasing to become an important research issue in information retrieval field.  ...  Acknowledgement The authors are grate to the editor and anonymous reviewers for their valuable comments on this paper, and the work of this paper is supported by the National Nature Science  ... 
doi:10.14257/ijgdc.2016.9.10.28 fatcat:mlerk3xrprfrnde3dz3iey7z2q

Sentiment Analysis of RSS Feeds on Sports News – A Case Study

Khalid Mahboob, Dept. of Software Engineering, Sir Syed University of Engineering & Technology, Karachi, Pakistan, Fayyaz Ali, Hafsa Nizami
2019 International Journal of Information Technology and Computer Science  
Today, it's an everyday practice for some individuals to read the news on the web.  ...  With the advent of online social media, such as articles, websites, blogs, messages, posts, news channels, and by and large web content has drastically changed the way individuals take a glimpse at different  ...  Word clouds (also known as tag clouds or text clouds) have been generated with more specific and frequent words appear bigger and bolder in a source of the corpus.  ... 
doi:10.5815/ijitcs.2019.12.02 fatcat:3rizhfmhknd5bas2cnaujupo6a
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