Machine learning for holistic evaluation of scientific essays

Simon Hughes; Peter Hastings; Mary Anne Britt; Patricia Wallace; Dylan Blaum

doi:10.1007/978-3-319-19773-9_17

Machine learning for holistic evaluation of scientific essays

Simon Hughes
, Peter Hastings
, Mary Anne Britt
, Patricia Wallace
, Dylan Blaum

DePaul University
Northern Illinois University

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

Original language	English
Title of host publication	Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings
Editors	Cristina Conati, Neil Heffernan, Antonija Mitrovic, M. Felisa Verdejo
Publisher	Springer Verlag
Pages	165-175
Number of pages	11
ISBN (Print)	9783319197722
DOIs	https://doi.org/10.1007/978-3-319-19773-9_17
State	Published - 2015
Event	17th International Conference on Artificial Intelligence in Education, AIED 2015 - Madrid, Spain Duration: Jun 22 2015 → Jun 26 2015

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	9112
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	17th International Conference on Artificial Intelligence in Education, AIED 2015
Country/Territory	Spain
City	Madrid
Period	6/22/15 → 6/26/15

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Argumentation
Causal relation
Machine learning
Natural language inference
Natural language processing
NLP
Reading

Access to Document

10.1007/978-3-319-19773-9_17

Cite this

Hughes, S., Hastings, P., Britt, M. A., Wallace, P., & Blaum, D. (2015). Machine learning for holistic evaluation of scientific essays. In C. Conati, N. Heffernan, A. Mitrovic, & M. Felisa Verdejo (Eds.), Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings (pp. 165-175). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9112). Springer Verlag. https://doi.org/10.1007/978-3-319-19773-9_17

Machine learning for holistic evaluation of scientific essays. / Hughes, Simon; Hastings, Peter; Britt, Mary Anne et al.
Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings. ed. / Cristina Conati; Neil Heffernan; Antonija Mitrovic; M. Felisa Verdejo. Springer Verlag, 2015. p. 165-175 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9112).

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

Hughes, S, Hastings, P, Britt, MA, Wallace, P & Blaum, D 2015, Machine learning for holistic evaluation of scientific essays. in C Conati, N Heffernan, A Mitrovic & M Felisa Verdejo (eds), Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9112, Springer Verlag, pp. 165-175, 17th International Conference on Artificial Intelligence in Education, AIED 2015, Madrid, Spain, 6/22/15. https://doi.org/10.1007/978-3-319-19773-9_17

Hughes S, Hastings P, Britt MA, Wallace P, Blaum D. Machine learning for holistic evaluation of scientific essays. In Conati C, Heffernan N, Mitrovic A, Felisa Verdejo M, editors, Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings. Springer Verlag. 2015. p. 165-175. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-19773-9_17

Hughes, Simon ; Hastings, Peter ; Britt, Mary Anne et al. / Machine learning for holistic evaluation of scientific essays. Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings. editor / Cristina Conati ; Neil Heffernan ; Antonija Mitrovic ; M. Felisa Verdejo. Springer Verlag, 2015. pp. 165-175 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{4c66cb2ebcf8481da766ee09d451a0dc,

title = "Machine learning for holistic evaluation of scientific essays",

keywords = "Argumentation, Causal relation, Machine learning, Natural language inference, Natural language processing, NLP, Reading",

author = "Simon Hughes and Peter Hastings and Britt, \{Mary Anne\} and Patricia Wallace and Dylan Blaum",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015.; 17th International Conference on Artificial Intelligence in Education, AIED 2015 ; Conference date: 22-06-2015 Through 26-06-2015",

year = "2015",

doi = "10.1007/978-3-319-19773-9\_17",

language = "English",

isbn = "9783319197722",

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

publisher = "Springer Verlag",

pages = "165--175",

editor = "Cristina Conati and Neil Heffernan and Antonija Mitrovic and \{Felisa Verdejo\}, M.",

booktitle = "Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings",

}

TY - GEN

T1 - Machine learning for holistic evaluation of scientific essays

AU - Hughes, Simon

AU - Hastings, Peter

AU - Britt, Mary Anne

AU - Wallace, Patricia

AU - Blaum, Dylan

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2015.

PY - 2015

Y1 - 2015

KW - Argumentation

KW - Causal relation

KW - Machine learning

KW - Natural language inference

KW - Natural language processing

KW - NLP

KW - Reading

UR - https://www.scopus.com/pages/publications/84948955014

UR - https://www.scopus.com/pages/publications/84948955014#tab=citedBy

U2 - 10.1007/978-3-319-19773-9_17

DO - 10.1007/978-3-319-19773-9_17

M3 - Conference contribution

AN - SCOPUS:84948955014

SN - 9783319197722

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

SP - 165

EP - 175

BT - Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings

A2 - Conati, Cristina

A2 - Heffernan, Neil

A2 - Mitrovic, Antonija

A2 - Felisa Verdejo, M.

PB - Springer Verlag

T2 - 17th International Conference on Artificial Intelligence in Education, AIED 2015

Y2 - 22 June 2015 through 26 June 2015

ER -

Machine learning for holistic evaluation of scientific essays

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Cite this