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

Thanadechteemapat, Wigrai; Fung, Chun Che

doi:10.1109/icebe.2011.34

Cited by 4 publications

(7 citation statements)

References 8 publications

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“…Assessment of the accuracy of multiple page extraction is similar to the measurement of single page extraction as proposed in [8]. It is worth noting that there is no well established or commonly accepted means of measurement at this moment of time.…”

Section: Discussionmentioning

confidence: 99%

“…The details of the single page extraction technique [8] have been described in another publication. In the reported work, although the single page extraction produces reasonable results, the accuracy of the extraction could be improved by extending the approach to multiple pages.…”

Section: Proposed Techniquesmentioning

confidence: 99%

“…Specific rules [8] are applied in order to eliminate the unnecessary elements such as programming scripts.…”

Section: ) Web Page Elements and Features Extractionmentioning

confidence: 99%

See 2 more Smart Citations

Improving Webpage Content Extraction by extending a novel single page extraction approach: A case study with Thai websites

Thanadechteemapat

Fung

2012

2012 International Conference on Machine Learning and Cybernetics

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Abstract:Web Content Extraction technique is proposed in this paper. The technique is able to work with both single and multiple pages based on heuristic rules. An Extracted Content Matching (ECM) technique is proposed in the multiple page extraction to identify the noises among the extracted results. Some features in this technique are also introduced in order to reduce processing time such as use of XPath, file compression, and parallel processing. Assessment of the performance is based on precision, recall and F-measure by using the length of extracted content. Initial results by comparing results from the proposed approach to extraction by manual process are good.

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Section: Discussionmentioning

confidence: 99%

Section: Proposed Techniquesmentioning

confidence: 99%

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Improving Webpage Content Extraction by extending a novel single page extraction approach: A case study with Thai websites

Thanadechteemapat

Fung

2012

2012 International Conference on Machine Learning and Cybernetics

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“…A previously published technique on single page extraction has been reported by the authors in [8] and the technique has been further improved to address multiple page extraction. A summary of the techniques are given as follows:…”

Section: A Web Content Extractionmentioning

confidence: 99%

“…The approaches for Web content extraction can be generally grouped into two categories [8] which are either based on single page, or, multiple page extraction. Moreover, some approaches work on particular types of content such as news.…”

Section: A Web Content Extractionmentioning

confidence: 99%

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

Thanadechteemapat

Fung

2012

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

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Abstract-This paper presents an integrated approach to automatically provide an overview of content on Thai websites based on tag cloud. This approach is intended to address the information overload issue by presenting the overview to users in order that they could assess whether the information meets their needs. 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. From the experimental study, the generated Thai Tag clouds are able to provide an overview of the tags which frequently appear in the title and body of the content. Moreover, the first few lines in the tag cloud offer an improved readability.

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Variable tag cloud: Automatic dynamic information presentation from Thai websites

Thanadechteemapat

Piyatamrong

2013

2013 International Conference on Machine Learning and Cybernetics

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

Cited by 4 publications

References 8 publications

Improving Webpage Content Extraction by extending a novel single page extraction approach: A case study with Thai websites

Improving Webpage Content Extraction by extending a novel single page extraction approach: A case study with Thai websites

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

Variable tag cloud: Automatic dynamic information presentation from Thai websites

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