Abstract
In this chapter, an ontology-driven application (ODapp) that offers multilingual speech language therapy (SLT) services – for maternal, neonatal and child health (MNCH) cases, is proposed. The chapter is organized as follows: Section 3.1 provides background on SLT and the use of ontology to drive its processes. Section 3.2 dwells on ODapps with a documentation of recent developments in the field. Section 3.3 discusses ontology evaluation and useful metrics for achieving this. Section 3.4 highlights the challenges and prospects of SLT. Section 3.5 presents the proposed MNCH information system with detailed procedure on domain data collection and classification, and the proposed SLT framework. Section 3.6 discusses the societal implications of the SLT framework. Section 3.7 attempts the implementation of the MNCH ontology from a derived taxonomy with inputs obtained from MNCH infrastructure within the Uyo metropolis of Akwa Ibom State, Nigeria – using Protégé-OWL v5.2.0 – ontology development software. The chapter concludes with pointers to future research direction.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Barrett, H., & Marshall, J. (2013). Implementation of the world report on disability: Developing human resource capacity to meet the needs of people with communication disability in Uganda. International Journal of Speech-Language Pathology, 15(1), 48–52.
Berners-Lee, T., Hendler, J., & Lassila, O. (2001). The semantic web. Scientific American, 284(5), 28–37.
Bickmore, T. W., Schulman, D., & Sidner, C. L. (2011). A reusable framework for health counseling dialogue systems based on a behavioral medicine ontology. Journal of Biomedical Informatics, 44(2), 183–197.
Brank, J., Grobelnik, M., & Mladenić, D. (2005). A survey of ontology evaluation techniques. In Proceedings of conference on data mining and data warehouses, Ljubljana, (pp. 166–170).
Brewster, C., Alani, H., Dasmahapatra, S., & Wilks, Y. (2004): Data driven ontology evaluation. In Proceedings of international conference on language resources and evaluation, Lisbon.
Chourabi, O., Pollet, Y., & Ahmed, M. B. (2010). An ontological framework for knowledge management in systems engineering processes. In Proceedings of I-know, Graz, (pp. 472–482).
Chowdhury, G. G. (2003). Natural language processing. Annual Review of Information Science and Technology, 37(1), 51–89.
Chuchuca-Méndez, F., Robles-Bykbaev, V., Vanegas-Peralta, P., Lucero-Saldaña, J., López-Nores, M., & Pazos-Arias, J. (2016). An educative environment based on ontologies and e-learning for training on design of speech-language therapy plans for children with disabilities and communication disorders. In: IEEE Congreso Argentino de Ciencias de la Informática y Desarrollos de Investigación (CACIDI), (pp. 1–6), Buenos Aires, Argentina.
Crosbie, S., Holm, A., & Dodd, B. (2005). Intervention for children with severe speech disorder: A comparison of two approaches. International Journal of Language & Communication Disorders, 40(4), 467–491.
Dockrell, J. E., Lindsay, G., Letchford, B., & Mackie, C. (2006). Educational provision for children with specific speech and language difficulties: Perspectives of speech and language therapy service managers. International Journal of Language & Communication Disorders, 41(4), 423–440.
Domingue, J., Roman, D., & Stollberg, M. (2005). Web Service Modeling Ontology (WSMO) – an ontology for semantic web services. Position paper at the W3C Workshop on Frameworks for Semantics in Web Services, Innsbruck.
Ehren, B. J. (2000). Maintaining a therapeutic focus and sharing responsibility for student success: Keys to in-classroom speech-language services. Language Speech and Hearing Services in Schools, 31(3), 219–229.
Fernandez, M., Cantador, I., & Castells, P. (2006). CORE: A tool for collaborative ontology reuse and evaluation. In: 4th international workshop on evaluation of ontologies for the web (EON 2006), 23–26 May 2006, Edinburgh.
Fox, M. S., & Gruninger, M. (1998). Enterprise Modeling. AI Magazine, 19(3), 109–121.
Frakes, W., & Baeza-Yates, R. (Eds.). (1992). Information retrieval, data structures and algorithms. New York/Englewood Cliffs: Prentice Hall.
Frensel, D., Hendler, J., Liebeman, H., & Wahlster, W. (Eds.). (2003). Spinning the semantic web. Cambridge, MA: MIT Press.
Goldbart, J., Marshall, J., & Evans, I. R. (2005). International students of speech and language therapy in the UK: Choices about where to study and whether to return. Higher Education, 50(1), 89–109.
Gregory, J., & Bryan, K. (2011). Speech and language therapy intervention with a group of persistent and prolific young offenders in a noncustodial setting with previously undiagnosed speech, language and communication difficulties. International Journal of Language & Communication Disorders, 46(2), 202–215.
Gruber, T. (1993). A translation approach to portable ontology specifications. Knowledge Acquisition, 5, 199–220.
Hlomani, H., & Stacey, D. (2014). Approaches, methods, metrics, measures, and subjectivity in ontology evaluation: A survey. Semantic Web Journal, 1(2014), 1–5.
Ide, N., & Romary, L. (2003). Outline of the international standard linguistic annotation framework. In Proceedings of the ACL 2003 workshop on Linguistic annotation: getting the model right (Vol. 19, pp. 1–5). Japan: Association for Computational Linguistics.
Law, J., Dennis, J. A., & Charlton, J. J. (2017). Speech and language therapy interventions for children with primary speech and/or language disorders. The Cochrane Library, 1(2017), 1–21.
Lewis, W., Scott, F., & Langendoen D. T. (2001). Building a knowledge base of morphosyntactic terminology. In Proceedings of IRCS workshop, Pennsylvania.
Lozano-Tello, A., & Gómez-Pérez, A. (2004). Ontometric: A method to choose the appropriate ontology. Journal of Database Management, 15(2), 1–18.
Maedche, A., & Staab, S. (2002). Measuring similarity between ontologies. Proceedings of CIKM, LNAI, 2473, 251–263.
Maynard, D., Peters, W., & Li, Y. (2006). Metrics for Evaluation of Ontology-based Information extraction. In Proceedings of the EON workshop. Edinburgh.
McCartney, E., Boyle, J., Bannatyne, S., Jessiman, E., Campbell, C., Kelsey, C., Smith, J., & O'Hare, A. (2004). Becoming a manual occupation? The construction of a therapy manual for use with language impaired children in mainstream primary schools. International Journal of Language & Communication Disorders, 39(1), 135–148.
Milward, D., & Beveridge, M. (2003). Ontology-based dialogue systems. In Proceedings of 3rd workshop on knowledge and reasoning in practical dialogue systems (IJCAI03), (pp. 9–18).
Ouyang, L., Zou, B., Qu, M., & Zhang, C. (2011). A method of ontology evaluation based on coverage, cohesion and coupling. In Proceedings of 18th international conference on fuzzy systems.
Paraiso, E. C., & Barthès, J. P. A. (2006). An intelligent speech interface for personal assistants in R&D projects. Expert Systems with Applications, 31(4), 673–683.
Patel, C., Supekar, K., Lee, Y., & Park, E. K. (2003). Ontokhoj: A semantic web portal for ontology searching, ranking and classification. In Proceedings of the 5th ACM International Workshop on Web Information and Data Management (pp. 58–61).
Poli, R., Healy, M., & Kameas, A. (Eds.). (2010). Theory and applications of ontology: Computer applications. New York: Springer.
Porzel, R., & Malaka, R. (2004). A task-based approach for ontology evaluation. In ECAI 2004 workshop ontology learning and population. Valencia: Spain.
Robles-Bykbaev, V. E., Guamán-Murillo, W., Quisi-Peralta, D., López-Nores, M., Pazos-Arias, J. J., & García-Duque, J. (2016). An ontologybased expert system to generate therapy plans for children with disabilities and communication disorders. In Ecuador technical chapters meeting (ETCM), IEEE (Vol. 1, pp. 1–6). Guayaquil, Ecuador.
Robles-Bykbaev, V., López-Nores, M., Ochoa-Zambrano, J., García-Duque, J., & Pazos-Arias, J. J. (2015). SPELTRA: A robotic assistant for speech-and-language therapy. In Proceedings of international conference on universal access in human-computer interaction (pp. 525–534). Cham: Springer.
Saktheeswari, M. R., & Devi, M. N. (2014). Ontology based contextual intent recognition for speech gesture utterances. International Journal on Recent and Innovation Trends in Computing and Communication (IJRITCC), 2(4), 782–788. ISSN: 2321-8169.
Saz, O., Yin, S. C., Lleida, E., Rose, R., Vaquero, C., & Rodríguez, W. R. (2009). Tools and technologies for computer-aided speech and language therapy. Speech Communication, 51(10), 948–967.
Spyns, P. (2005). EvaLexon: Assessing triples mined from texts. Technical Report, Star Lab, Brussels.
Tan, T. S., Ariff, A. K., Ting, C. M., & Salleh, S. H. (2007). Application of Malay speech technology in Malay speech therapy assistance tools. In Proceedings of international conference on intelligent and advanced systems, 2007. ICIAS 2007, (pp. 330–334), Kuala Lumpur, Malaysia.
Tejedor, J., García, R., Fernández, M., López-Colino, F.J., Perdrix, F., Macías, J.A., Gil, R.M., Oliva, M., Moya, D., Colás, J., & Castells, P. (2007). Ontology-based retrieval of human speech. In Proceedings of database and expert systems applications, 2007. DEXA’07, (pp. 485–489), Regensburg, Germany.
Udayashankara, V., & Havalgi, S. (2016). Speech therapy system to Kannada language. In Proceedings of 2nd international conference on cognitive computing and information processing (CCIP) (pp. 1–4). Mysuru, India.
Uschold, M. F., & Jasper, R. J. (1999). A framework for understanding and classifying ontology applications. In Proceedings of the IJCAI-99 workshop on ontologies and problem-solving methods, Stockholm.
Verdon, S., McLeod, S., & McDonald, S. (2014). A geographical analysis of speech-language pathology services to support multilingual children. International Journal of Speech-Language Pathology, 16(3), 304–316.
Vrandecic, V. (2009). Ontology evaluation. In S. Staab & R. Studer (Eds.), Handbook on Ontologies (2nd ed., pp. 293–313). Berlin/Heidelberg: Springer.
Wennerberg, P. O. (2005). Ontology based knowledge discovery in social networks. Final technical report, JRC Joint Research Center, http://langtech.jrc.it/Documents/0509_Oezden_OntologyBasedKnowledgeDiscovery_JRC-FinalReport.pdf
Yandell, M. D., & Majoros, W. H. (2002). Genomics and natural language processing. Nature Reviews. Genetics, 3(8), 601.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 The Author(s)
About this chapter
Cite this chapter
Usip, P.U., Ekpenyong, M.E. (2018). Towards Ontology-Driven Application for Multilingual Speech Language Therapy. In: Ekpenyong, M. (eds) Human Language Technologies for Under-Resourced African Languages. SpringerBriefs in Electrical and Computer Engineering(). Springer, Cham. https://doi.org/10.1007/978-3-319-69960-8_3
Download citation
DOI: https://doi.org/10.1007/978-3-319-69960-8_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-69958-5
Online ISBN: 978-3-319-69960-8
eBook Packages: EngineeringEngineering (R0)