TY - GEN
T1 - Generating a logical structure for virtualizing physiotherapy instructions through NLP
AU - Dash, Sandeep Kumar
AU - Pakray, Partha
AU - Gelbukh, Alexander
N1 - Publisher Copyright:
© Springer International Publishing AG 2017.
PY - 2017
Y1 - 2017
N2 - We describe a framework for virtualizing the documented physiotherapy instructions. This paper tries to bridge the gap between human understanding and the written manuals of instructions for physiotherapy through a pipeline of language processing techniques. As mapping of text to action needs accurate synchronization between the sequence of commands and generation of action, a structure has been developed that reflects the modeling techniques followed by some of the important action rendering systems. The idea is to put the semantic information into the proposed structure and add the implicit knowledge related to the domain. It eases the process of manual mapping of wearable sensor data of human body movements to rather a simple analysis of textual instructions. The Natural Language Processing pipeline will involve among others some of the main concepts as semantic and spatial information processing as these carries vital importance in this approach.
AB - We describe a framework for virtualizing the documented physiotherapy instructions. This paper tries to bridge the gap between human understanding and the written manuals of instructions for physiotherapy through a pipeline of language processing techniques. As mapping of text to action needs accurate synchronization between the sequence of commands and generation of action, a structure has been developed that reflects the modeling techniques followed by some of the important action rendering systems. The idea is to put the semantic information into the proposed structure and add the implicit knowledge related to the domain. It eases the process of manual mapping of wearable sensor data of human body movements to rather a simple analysis of textual instructions. The Natural Language Processing pipeline will involve among others some of the main concepts as semantic and spatial information processing as these carries vital importance in this approach.
UR - http://www.scopus.com/inward/record.url?scp=85028450740&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-62428-0_42
DO - 10.1007/978-3-319-62428-0_42
M3 - Contribución a la conferencia
SN - 9783319624273
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 513
EP - 523
BT - Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings
A2 - Pichardo-Lagunas, Obdulia
A2 - Miranda-Jimenez, Sabino
PB - Springer Verlag
T2 - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016
Y2 - 23 October 2016 through 28 October 2016
ER -