The effectiveness of using the dependency relations approach in recognizing the head modifier for malay compound nouns

Suhaimi Ab Rahman, Nazlia Omar, Mohd Juzaidin Ab Aziz

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

This paper addresses the approach named dependency relations to identify the position of words located in compound noun as a head modifier or modifier head. To identify correctly the head modifier in the words, the type of relationships needs to be used. Currently, there are a few outstanding parsers available to analyze the input sentence in the structure of dependency triples, hierarchy of typed dependencies and syntactic level of words. All these kinds of structures are useful in our research work. However, the output generated is in an English form. Extensive research and development are needed to adopt them in our localized data. The data gathered need to be analyzed before being executed in the next process of checking the head and modifier relations between words. In this situation, not all the relations used in the three structures above are used in our research work. We have to choose only the most relevant relations, those which can assist us to solve the problems. The effectiveness of the relations used in our study can be measured using recall, precision and F1-score techniques. The comparison of the baseline values is important, so that whether or not there has been an improvement in a result can be seen.

Original languageEnglish
Title of host publication2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781479943913
DOIs
Publication statusPublished - 30 Jul 2014
Event2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - Kuala Lumpur, Malaysia
Duration: 03 Jun 201405 Jun 2014

Publication series

Name2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings

Other

Other2014 International Conference on Computer and Information Sciences, ICCOINS 2014
CountryMalaysia
CityKuala Lumpur
Period03/06/1405/06/14

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Syntactics

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Environmental Engineering
  • Renewable Energy, Sustainability and the Environment
  • Computer Science Applications

Cite this

Ab Rahman, S., Omar, N., & Aziz, M. J. A. (2014). The effectiveness of using the dependency relations approach in recognizing the head modifier for malay compound nouns. In 2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings [6868828] (2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCOINS.2014.6868828
Ab Rahman, Suhaimi ; Omar, Nazlia ; Aziz, Mohd Juzaidin Ab. / The effectiveness of using the dependency relations approach in recognizing the head modifier for malay compound nouns. 2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2014. (2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings).
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Ab Rahman, S, Omar, N & Aziz, MJA 2014, The effectiveness of using the dependency relations approach in recognizing the head modifier for malay compound nouns. in 2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings., 6868828, 2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2014 International Conference on Computer and Information Sciences, ICCOINS 2014, Kuala Lumpur, Malaysia, 03/06/14. https://doi.org/10.1109/ICCOINS.2014.6868828

The effectiveness of using the dependency relations approach in recognizing the head modifier for malay compound nouns. / Ab Rahman, Suhaimi; Omar, Nazlia; Aziz, Mohd Juzaidin Ab.

2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2014. 6868828 (2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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N2 - This paper addresses the approach named dependency relations to identify the position of words located in compound noun as a head modifier or modifier head. To identify correctly the head modifier in the words, the type of relationships needs to be used. Currently, there are a few outstanding parsers available to analyze the input sentence in the structure of dependency triples, hierarchy of typed dependencies and syntactic level of words. All these kinds of structures are useful in our research work. However, the output generated is in an English form. Extensive research and development are needed to adopt them in our localized data. The data gathered need to be analyzed before being executed in the next process of checking the head and modifier relations between words. In this situation, not all the relations used in the three structures above are used in our research work. We have to choose only the most relevant relations, those which can assist us to solve the problems. The effectiveness of the relations used in our study can be measured using recall, precision and F1-score techniques. The comparison of the baseline values is important, so that whether or not there has been an improvement in a result can be seen.

AB - This paper addresses the approach named dependency relations to identify the position of words located in compound noun as a head modifier or modifier head. To identify correctly the head modifier in the words, the type of relationships needs to be used. Currently, there are a few outstanding parsers available to analyze the input sentence in the structure of dependency triples, hierarchy of typed dependencies and syntactic level of words. All these kinds of structures are useful in our research work. However, the output generated is in an English form. Extensive research and development are needed to adopt them in our localized data. The data gathered need to be analyzed before being executed in the next process of checking the head and modifier relations between words. In this situation, not all the relations used in the three structures above are used in our research work. We have to choose only the most relevant relations, those which can assist us to solve the problems. The effectiveness of the relations used in our study can be measured using recall, precision and F1-score techniques. The comparison of the baseline values is important, so that whether or not there has been an improvement in a result can be seen.

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Ab Rahman S, Omar N, Aziz MJA. The effectiveness of using the dependency relations approach in recognizing the head modifier for malay compound nouns. In 2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2014. 6868828. (2014 International Conference on Computer and Information Sciences, ICCOINS 2014 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2014 - Proceedings). https://doi.org/10.1109/ICCOINS.2014.6868828