Abstract published In:
Sign Language & Linguistics: Online-First ArticlesDissertation abstract
Exploiting Association Rules Mining to inform the use of non-manual features in sign language processing
Article outline
- Motivation and context
- Method
- Results
- Conclusions
- Note
-
References
Published online: 23 January 2025
https://doi.org/10.1075/sll.00092.smi
https://doi.org/10.1075/sll.00092.smi
References (17)
Agrawal, Rakesh, Tomasz Imieliński & Arun Swami. 1993. Mining
association rules between sets of items in large
databases. In Proceedings of the ACM SIGMOD International Conference
on Management of Data, 207–216.
Cooper, Helen, Brian Holt & Richard Bowden. 2011. Sign
language recognition. In Thomas B. Moeslund, Adrian Hilton, Volker Krüger & Leonid Sigal (eds.), Visual
analysis of humans: Looking at
people, 539–562. London: Springer.
Fayyad, Usama M., Gregory Piatetsky-Shapiro & Padhraic Smyth. 1996a. Knowledge
discovery and data mining: towards a unifying
framework. In Proceedings of the 2nd International Conference on
Knowledge Discovery and Data Mining, 82–88.
Fayyad, Usama, Gregory Piatetsky-Shapiro & Padhraic Smyth. 1996b. From
data mining to knowledge discovery in databases. AI
Magazine 17(3). 37–37.
Geng, Liqiang & Howard J. Hamilton. 2006. Interestingness
measures for data mining: a survey. ACM Computing Surveys
(CSUR) 38(3). 9–9.
Johnston, Trevor. 2019. Auslan
corpus annotation guidelines. Centre for Language Sciences, Department of Linguistics, Macquarie University.
Larose, Daniel T. & Chantal D. Larose. 2014. Discovering
knowledge in data: an introduction to data mining. John Wiley & Sons.
Leeson, Lorraine & John Saeed. 2012. Irish
Sign Language: a cognitive linguistic
account. Edinburgh: Edinburgh University Press.
Leeson, Lorraine, John Saeed, Deirdre Byrne-Dunne, Alison Macduff & Cormac Leonard. 2006. Moving
heads and moving hands: developing a digital corpus of Irish Sign Language. Information
Technology and Telecommunications. Carlow,
Ireland, 25–36.
Mohr, Susanne. 2011. Mouth
actions in Irish Sign Language — their system and
functions. Cologne: University of Cologne PhD dissertation.
Stokoe, William C. 1960. Sign language structure: an
outline of the visual communication systems of the American deaf. Studies in Linguistics
Occasional
Papers 8. Buffalo: University of Buffalo Press [Re-issued 2005, Journal of Deaf
Studies and Deaf
Education 10(1). 3–37].
Sudarsanam, Nandan, Nishanth Kumar, Abhishek Sharma & Balaraman Ravindran. 2020. Rate
of change analysis for interestingness measures. Knowledge and Information
Systems 62(1). 239–258.
Tan, Pang-Ning, Vipin Kumar & Jaideep Srivastava. 2002. Selecting
the right interestingness measure for association
patterns. In Proceedings of the 8th ACM SIGKDD International
Conference on Knowledge Discovery and Data Mining, 32–41.
Wilbur, Ronnie B. 2000. Phonological and prosodic
layering of nonmanuals in American Sign Language. In Karen Emmorey & Harlan Lane (eds.), The
signs of language revisited. An anthology to honor Ursula Bellugi and Edward
Klima, 213–244. Mahwah, NJ: Lawrence Erlbaum.
Wilbur, Ronnie. 2015. When
old claims meet new data: a corpus study on wh-nonmanuals in
ASL. In Proceedings of the Workshop on Nonmanuals at the GestureISign
Interface (NaNGSI), Georg-August-Universität Göttingen.
Wilcox, Sherman, Phyllis Perrin Wilcox & Maria Josep Jarque. 2003. Mappings
in conceptual space: metonymy, metaphor and iconicity in two signed
languages. Jezikoslovlje 4(1). 139–156.
Wolfe, Rosalee, John McDonald, Ronan Johnson, Robyn Moncrief, Andrew Alexander, Ben Sturr, Sydney Klinghoffer, Fiona Conneely, Maria Saenz & Shatabdi Choudhry. 2021. State
of the art and future challenges of the portrayal of facial nonmanual signals by signing
avatar. In Proceedings of the International Conference on
Human-Computer Interaction, 639–655. Springer International Publishing.