Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning

Ștefan Rușeți; R. Lala; Gabriel Gutu-Robu; Mihai Dascălu; J.T. Jeuring; Marcell Van Geest

doi:10.1007/978-3-030-23207-8_45

Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning

Ștefan Rușeți, R. Lala, Gabriel Gutu-Robu, Mihai Dascălu^*, J.T. Jeuring, Marcell Van Geest

^*Corresponding author for this work

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

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Original language	English
Title of host publication	Artificial Intelligence in Education
Subtitle of host publication	20th International Conference, AIED 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part II
Editors	Seiji Isotani, Eva Millán, Amy Ogan, Peter Hastings, Bruce McLaren, Rose Luckin
Place of Publication	Cham
Publisher	Springer
Chapter	45
Pages	242-246
Number of pages	5
Volume	2
ISBN (Electronic)	9783030232078
ISBN (Print)	9783030232061
DOIs	https://doi.org/10.1007/978-3-030-23207-8_45
Publication status	Published - 21 Jun 2019
Event	20th International Conference on Artificial Intelligence in Education - Palmer House Hilton Hotel, Chicago, United States Duration: 25 Jun 2019 → 29 Jun 2019 https://caed-lab.com/aied2019/

Publication series

Series	Lecture Notes in Computer Science
Volume	11626
ISSN	0302-9743

Conference

Conference	20th International Conference on Artificial Intelligence in Education
Abbreviated title	AIED 2019
Country/Territory	United States
City	Chicago
Period	25/06/19 → 29/06/19
Internet address	https://caed-lab.com/aied2019/

Keywords

Neural network
answer matching
natural language processing
semantic similarity

Access to Document

10.1007/978-3-030-23207-8_45

Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based LearningFinal published version, 141 KBLicence: Taverne

Cite this

Rușeți, Ș., Lala, R., Gutu-Robu, G., Dascălu, M., Jeuring, J. T., & Van Geest, M. (2019). Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning. In S. Isotani, E. Millán, A. Ogan, P. Hastings, B. McLaren, & R. Luckin (Eds.), Artificial Intelligence in Education: 20th International Conference, AIED 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part II (Vol. 2, pp. 242-246). Springer. https://doi.org/10.1007/978-3-030-23207-8_45

Rușeți, Ștefan ; Lala, R. ; Gutu-Robu, Gabriel et al. / Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning. Artificial Intelligence in Education: 20th International Conference, AIED 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part II. editor / Seiji Isotani ; Eva Millán ; Amy Ogan ; Peter Hastings ; Bruce McLaren ; Rose Luckin. Vol. 2 Cham : Springer, 2019. pp. 242-246 (Lecture Notes in Computer Science, Vol. 11626).

@inproceedings{44d034bba5a34fe8b7dae58a747b0f70,

title = "Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning",

keywords = "Neural network, answer matching, natural language processing, semantic similarity",

author = "Ștefan Rușeți and R. Lala and Gabriel Gutu-Robu and Mihai Dasc{\u a}lu and J.T. Jeuring and {Van Geest}, Marcell",

year = "2019",

month = jun,

day = "21",

doi = "10.1007/978-3-030-23207-8_45",

language = "English",

isbn = "9783030232061",

volume = "2",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "242--246",

editor = "Seiji Isotani and Eva Mill{\'a}n and Amy Ogan and Peter Hastings and Bruce McLaren and Rose Luckin",

booktitle = "Artificial Intelligence in Education",

note = "20th International Conference on Artificial Intelligence in Education, AIED 2019 ; Conference date: 25-06-2019 Through 29-06-2019",

url = "https://caed-lab.com/aied2019/",

}

Rușeți, Ș, Lala, R, Gutu-Robu, G, Dascălu, M, Jeuring, JT & Van Geest, M 2019, Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning. in S Isotani, E Millán, A Ogan, P Hastings, B McLaren & R Luckin (eds), Artificial Intelligence in Education: 20th International Conference, AIED 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part II. vol. 2, Springer, Cham, Lecture Notes in Computer Science, vol. 11626, pp. 242-246, 20th International Conference on Artificial Intelligence in Education, Chicago, Illinois, United States, 25/06/19. https://doi.org/10.1007/978-3-030-23207-8_45

Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning. / Rușeți, Ștefan; Lala, R.; Gutu-Robu, Gabriel et al.
Artificial Intelligence in Education: 20th International Conference, AIED 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part II. ed. / Seiji Isotani; Eva Millán; Amy Ogan; Peter Hastings; Bruce McLaren; Rose Luckin. Vol. 2 Cham: Springer, 2019. p. 242-246 (Lecture Notes in Computer Science, Vol. 11626).

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

TY - GEN

T1 - Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning

AU - Rușeți, Ștefan

AU - Lala, R.

AU - Gutu-Robu, Gabriel

AU - Dascălu, Mihai

AU - Jeuring, J.T.

AU - Van Geest, Marcell

PY - 2019/6/21

Y1 - 2019/6/21

KW - Neural network

KW - answer matching

KW - natural language processing

KW - semantic similarity

U2 - 10.1007/978-3-030-23207-8_45

DO - 10.1007/978-3-030-23207-8_45

M3 - Conference Article in proceeding

SN - 9783030232061

VL - 2

T3 - Lecture Notes in Computer Science

SP - 242

EP - 246

BT - Artificial Intelligence in Education

A2 - Isotani, Seiji

A2 - Millán, Eva

A2 - Ogan, Amy

A2 - Hastings, Peter

A2 - McLaren, Bruce

A2 - Luckin, Rose

PB - Springer

CY - Cham

T2 - 20th International Conference on Artificial Intelligence in Education

Y2 - 25 June 2019 through 29 June 2019

ER -

Rușeți Ș, Lala R, Gutu-Robu G, Dascălu M, Jeuring JT, Van Geest M. Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning. In Isotani S, Millán E, Ogan A, Hastings P, McLaren B, Luckin R, editors, Artificial Intelligence in Education: 20th International Conference, AIED 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part II. Vol. 2. Cham: Springer. 2019. p. 242-246. (Lecture Notes in Computer Science, Vol. 11626). doi: 10.1007/978-3-030-23207-8_45

Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning

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