A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian

Rashel Fam; Yves Lepage

doi:10.1109/ICACSIS47736.2019.8979864

A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian

Rashel Fam, Yves Lepage

Graduate School of Information, Production and Systems

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

Abstract

Indonesian as an agglutinating language is known for its derivative morphological richness. Word forms are constructed by combining stem and affixes. In this paper, we study the influence of surface form and morphological information in analogical grids extracted from a set of word forms with varying sizes. Each word form is represented as a feature vector. In the experiment setting, we consider three features: characters, affixes, and morphosyntactic definition. The sizes and saturation are then observed to characterize the extracted grids.

Original language	English
Title of host publication	2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	255-260
Number of pages	6
ISBN (Electronic)	9781728152929
DOIs	https://doi.org/10.1109/ICACSIS47736.2019.8979864
Publication status	Published - 2019 Oct
Event	11th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019 - Bali, Indonesia Duration: 2019 Oct 12 → 2019 Oct 13

Publication series

Name	2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019

Conference

Conference	11th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019
Country/Territory	Indonesia
City	Bali
Period	19/10/12 → 19/10/13

Keywords

Analogical grid
Analogy
Morphology
Word Form

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Computer Vision and Pattern Recognition
Information Systems
Health Informatics
Education
Communication

Access to Document

10.1109/ICACSIS47736.2019.8979864

Cite this

Fam, R., & Lepage, Y. (2019). A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian. In 2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019 (pp. 255-260). Article 8979864 (2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICACSIS47736.2019.8979864

A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian. / Fam, Rashel; Lepage, Yves.
2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 255-260 8979864 (2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019).

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

Fam, R & Lepage, Y 2019, A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian. in 2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019., 8979864, 2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019, Institute of Electrical and Electronics Engineers Inc., pp. 255-260, 11th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019, Bali, Indonesia, 19/10/12. https://doi.org/10.1109/ICACSIS47736.2019.8979864

Fam R, Lepage Y. A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian. In 2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 255-260. 8979864. (2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019). doi: 10.1109/ICACSIS47736.2019.8979864

Fam, Rashel ; Lepage, Yves. / A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian. 2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 255-260 (2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019).

@inproceedings{34804b83313646fc9419944a821387a7,

title = "A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian",

abstract = "Indonesian as an agglutinating language is known for its derivative morphological richness. Word forms are constructed by combining stem and affixes. In this paper, we study the influence of surface form and morphological information in analogical grids extracted from a set of word forms with varying sizes. Each word form is represented as a feature vector. In the experiment setting, we consider three features: characters, affixes, and morphosyntactic definition. The sizes and saturation are then observed to characterize the extracted grids.",

keywords = "Analogical grid, Analogy, Morphology, Word Form",

author = "Rashel Fam and Yves Lepage",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 11th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019 ; Conference date: 12-10-2019 Through 13-10-2019",

year = "2019",

month = oct,

doi = "10.1109/ICACSIS47736.2019.8979864",

language = "English",

series = "2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "255--260",

booktitle = "2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019",

}

TY - GEN

T1 - A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian

AU - Fam, Rashel

AU - Lepage, Yves

PY - 2019/10

Y1 - 2019/10

N2 - Indonesian as an agglutinating language is known for its derivative morphological richness. Word forms are constructed by combining stem and affixes. In this paper, we study the influence of surface form and morphological information in analogical grids extracted from a set of word forms with varying sizes. Each word form is represented as a feature vector. In the experiment setting, we consider three features: characters, affixes, and morphosyntactic definition. The sizes and saturation are then observed to characterize the extracted grids.

AB - Indonesian as an agglutinating language is known for its derivative morphological richness. Word forms are constructed by combining stem and affixes. In this paper, we study the influence of surface form and morphological information in analogical grids extracted from a set of word forms with varying sizes. Each word form is represented as a feature vector. In the experiment setting, we consider three features: characters, affixes, and morphosyntactic definition. The sizes and saturation are then observed to characterize the extracted grids.

KW - Analogical grid

KW - Analogy

KW - Morphology

KW - Word Form

UR - http://www.scopus.com/inward/record.url?scp=85081092470&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85081092470&partnerID=8YFLogxK

U2 - 10.1109/ICACSIS47736.2019.8979864

DO - 10.1109/ICACSIS47736.2019.8979864

M3 - Conference contribution

AN - SCOPUS:85081092470

T3 - 2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019

SP - 255

EP - 260

BT - 2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 11th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019

Y2 - 12 October 2019 through 13 October 2019

ER -

A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this