Web metadata extraction and semantic indexing for learning objects extraction

John Atkinson; Andrea Gonzalez; Mauricio Munoz; Hernan Astudillo

doi:10.1007/978-3-642-38577-3_14

Web metadata extraction and semantic indexing for learning objects extraction

John Atkinson, Andrea Gonzalez, Mauricio Munoz, Hernan Astudillo

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Abstract

In this work, a new approach to automatic metadata extraction and semantic indexing for educational purposes is proposed to identify learning objects that may assist educators to prepare pedagogical materials from the Web. The model combines natural language processing techniques and machine learning methods to deal with semi-structured information on the web from which metadata are extracted. Experiments show the promise of the approach to effectively extract metadata web resources containing educational materials.

Original language	English
Title of host publication	Recent Trends in Applied Artificial Intelligence - 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Proceedings
Pages	131-140
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-642-38577-3_14
State	Published - 2013
Externally published	Yes
Event	26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013 - Amsterdam, Netherlands Duration: 17 Jun 2013 → 21 Jun 2013

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	7906 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013
Country/Territory	Netherlands
City	Amsterdam
Period	17/06/13 → 21/06/13

Access to Document

10.1007/978-3-642-38577-3_14

Cite this

Atkinson, J., Gonzalez, A., Munoz, M., & Astudillo, H. (2013). Web metadata extraction and semantic indexing for learning objects extraction. In Recent Trends in Applied Artificial Intelligence - 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Proceedings (pp. 131-140). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7906 LNAI). https://doi.org/10.1007/978-3-642-38577-3_14

Atkinson, John ; Gonzalez, Andrea ; Munoz, Mauricio et al. / Web metadata extraction and semantic indexing for learning objects extraction. Recent Trends in Applied Artificial Intelligence - 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Proceedings. 2013. pp. 131-140 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{7617385cd5594e02a8a672836a3347a4,

title = "Web metadata extraction and semantic indexing for learning objects extraction",

abstract = "In this work, a new approach to automatic metadata extraction and semantic indexing for educational purposes is proposed to identify learning objects that may assist educators to prepare pedagogical materials from the Web. The model combines natural language processing techniques and machine learning methods to deal with semi-structured information on the web from which metadata are extracted. Experiments show the promise of the approach to effectively extract metadata web resources containing educational materials.",

author = "John Atkinson and Andrea Gonzalez and Mauricio Munoz and Hernan Astudillo",

note = "Funding Information: This research was partially supported by the National Council for Scientific and Technological Research (FONDECYT, Chile) under grant number 1130035: “An Evolutionary Computation Approach to Natural-Language Chunking for Biological Text Mining Applications”.; 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013 ; Conference date: 17-06-2013 Through 21-06-2013",

year = "2013",

doi = "10.1007/978-3-642-38577-3_14",

language = "English",

isbn = "9783642385766",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

pages = "131--140",

booktitle = "Recent Trends in Applied Artificial Intelligence - 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Proceedings",

}

Atkinson, J, Gonzalez, A, Munoz, M & Astudillo, H 2013, Web metadata extraction and semantic indexing for learning objects extraction. in Recent Trends in Applied Artificial Intelligence - 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7906 LNAI, pp. 131-140, 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Amsterdam, Netherlands, 17/06/13. https://doi.org/10.1007/978-3-642-38577-3_14

Web metadata extraction and semantic indexing for learning objects extraction. / Atkinson, John; Gonzalez, Andrea; Munoz, Mauricio et al.
Recent Trends in Applied Artificial Intelligence - 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Proceedings. 2013. p. 131-140 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7906 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Web metadata extraction and semantic indexing for learning objects extraction

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AU - Gonzalez, Andrea

AU - Munoz, Mauricio

AU - Astudillo, Hernan

N1 - Funding Information: This research was partially supported by the National Council for Scientific and Technological Research (FONDECYT, Chile) under grant number 1130035: “An Evolutionary Computation Approach to Natural-Language Chunking for Biological Text Mining Applications”.

PY - 2013

Y1 - 2013

N2 - In this work, a new approach to automatic metadata extraction and semantic indexing for educational purposes is proposed to identify learning objects that may assist educators to prepare pedagogical materials from the Web. The model combines natural language processing techniques and machine learning methods to deal with semi-structured information on the web from which metadata are extracted. Experiments show the promise of the approach to effectively extract metadata web resources containing educational materials.

AB - In this work, a new approach to automatic metadata extraction and semantic indexing for educational purposes is proposed to identify learning objects that may assist educators to prepare pedagogical materials from the Web. The model combines natural language processing techniques and machine learning methods to deal with semi-structured information on the web from which metadata are extracted. Experiments show the promise of the approach to effectively extract metadata web resources containing educational materials.

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DO - 10.1007/978-3-642-38577-3_14

M3 - Conference contribution

AN - SCOPUS:84881384492

SN - 9783642385766

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Recent Trends in Applied Artificial Intelligence - 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Proceedings

T2 - 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013

Y2 - 17 June 2013 through 21 June 2013

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Atkinson J, Gonzalez A, Munoz M, Astudillo H. Web metadata extraction and semantic indexing for learning objects extraction. In Recent Trends in Applied Artificial Intelligence - 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Proceedings. 2013. p. 131-140. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-38577-3_14

Web metadata extraction and semantic indexing for learning objects extraction

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