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A Mechanism for Nominating Video Clips to Provide Assistance for Instrumental Activities of Daily Living

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Ambient Assisted Living. ICT-based Solutions in Real Life Situations (IWAAL 2015)

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Abstract

Current assistive smart homes have adopted a relatively rigid approach to modeling activities. The use of these activity models have introduced factors which block adoption of smart home technology. To address this, goal driven smart homes have been proposed, these are based upon more flexible activity structures. However, this goal-driven approach does have a disadvantage where flexibility in this activity modeling can lead to difficulty providing illustrative guidance. To address this, a video analysis and nomination mechanism is required to provide suitable assistive clips for a given goal. This paper introduces a novel mechanism for nominating a suitable video clip given a pool of automatically generated metadata. This mechanism was then evaluated using a voice based assistant application and a tool emulating assistance requests by a goal-driven smart home. The initial evaluation produced promising results.

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Notes

  1. 1.

    Personal IADL Assistant, PIA – EU AAL Funded Research Project (AAL-2012-5-033), available at: http://www.pia-project.org/.

  2. 2.

    NFC, Near Field Communication – a short range wireless communication technology.

References

  1. United Nations: World Population Ageing 2009. Population Studies Series (2010)

    Google Scholar 

  2. United Nations: Concise Report on the World Population Situation in 2014 (2014)

    Google Scholar 

  3. De Luca, A.E., Bonacci, S., Giraldi, G.: Aging populations: the health and quality of life of the elderly. Clin. Ter. 162, e13 (2011)

    Google Scholar 

  4. Acampora, G., Cook, D.J., Rashidi, P., Vasilakos, A.V.: A survey on ambient intelligence in health care. Proc. IEEE. Inst. Electr. Electron. Eng. 101, 2470–2494 (2013)

    Article  Google Scholar 

  5. Katz, S., Ford, A., Moskowitz, R.: Studies of illness in the aged: the index of ADL: a standardized measure of biological and psychosocial function. JAMA 185, 914–919 (1963)

    Article  Google Scholar 

  6. Lawton, M., Brody, E.: Instrumental Activities of Daily Living Scale (IADL) (1988)

    Google Scholar 

  7. Chen, L., Hoey, J., Nugent, C.D., Cook, D.J., Yu, Z.: Sensor-based activity recognition. IEEE Trans. Syst. Man, Cybern. Part C (Appl. Rev.) 1–19 (2012)

    Google Scholar 

  8. Lapointe, J., Bouchard, B., Bouchard, J.: Smart homes for people with Alzheimer’s disease: adapting prompting strategies to the patient’s cognitive profile. In: Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, vol. 3 (2012)

    Google Scholar 

  9. Rafferty, Joseph, Chris Nugent, L.C., Qi, J., Dutton, R., Zirk, A., Boye, L.T., Kohn, M., Hellman, R.: NFC based provisioning of instructional videos to assist with instrumental activities of daily living. In: Engineering in Medicine and Biology Society (2014)

    Google Scholar 

  10. Cook, D.J., Das, S.K.: How smart are our environments? An updated look at the state of the art. Pervasive Mob. Comput. 3, 53–73 (2007)

    Article  Google Scholar 

  11. Chan, M., Estève, D., Escriba, C., Campo, E.: A review of smart homes- present state and future challenges. Comput. Methods Programs Biomed. 91, 55–81 (2008)

    Article  Google Scholar 

  12. Poland, M.P., Nugent, C.D., Wang, H., Chen, L.: Smart home research: projects and issues. Int. J. Ambient Comput. Intell. 1, 32–45 (2009)

    Article  Google Scholar 

  13. Rashidi, P., Mihailidis, A.: A survey on ambient-assisted living tools for older adults. IEEE J. Biomed. Heal. Inf. 17, 579–590 (2013)

    Article  Google Scholar 

  14. Rafferty, J., Chen, L., Nugent, C., Liu, J.: Goal lifecycles and ontological models for intention based assistive living within smart environments. Comput. Syst. Sci. Eng. 30, 7–18 (2015)

    Google Scholar 

  15. Kerssens, C., Kumar, R., Adams, A.E., Knott, C.C., Matalenas, L., Sanford, J.A., Rogers, W.A.: Personalized technology to support older adults with and without cognitive impairment living at home. Am. J. Alzheimers. Dis. Other Demen. 30, 85–97 (2015)

    Article  Google Scholar 

  16. Hoey, J., Poupart, P., Bertoldi, A.Von, Craig, T., Boutilier, C., Mihailidis, A.: Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process. Comput. Vis. Image Underst. 114, 503–519 (2010)

    Article  Google Scholar 

  17. Cleland, I., Nugent, C.D., McClean, S.I., Hartin, P.J., Sanders, C., Donnelly, M., Zhang, S., Scotney, B., Smith, K., Norton, M.C., Tschanz, J.T.: Predicting technology adoption in people with dementia; initial results from the TAUT project. In: Pecchia, L., Chen, L.L., Nugent, C., Bravo, J. (eds.) IWAAL 2014. LNCS, vol. 8868, pp. 266–274. Springer, Heidelberg (2014)

    Google Scholar 

  18. Meiland, F., Reinersmann, A., Bergvall-Kareborn, B., Craig, D., Moelaert, F., Mulvenna, M., Nugent, C.D., Scully, T., Bengtsson, J., Dröes, R.-M.: COGKNOW: Development of an ICT device to support people with dementia. J. Inf. Technol. Healthc. 5, 324–334 (2007)

    Google Scholar 

  19. Burrows, M., Dutton, R., Schulze, E., Zirk, A.: PIA – Practical Support for Everyday Life Results of the User Tests. In: 2014 Conference on eChallenges e-2014, pp. 1–7 (2014)

    Google Scholar 

  20. Rafferty, J., Nugent, C.D., Liu, J., Chen, L.: Automatic summarization of activities depicted in instructional videos by use of speech analysis. In: Pecchia, L., Chen, L.L., Nugent, C., Bravo, J. (eds.) IWAAL 2014. LNCS, vol. 8868, pp. 123–130. Springer, Heidelberg (2014)

    Google Scholar 

  21. Chandrasekaran, B., Josephson, J.R., Benjamins, V.R.: What are ontologies, and why do we need them? IEEE Intell. Syst. 14, 20–26 (1999)

    Article  Google Scholar 

  22. Che, H.: A semantic web primer. J. Am. Soc. Inf. Sci. Technol. 57, 1132 (2006)

    Article  Google Scholar 

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Acknowledgments

This work has been conducted in the context of the EU AAL PIA project (AAL-2012-5-033).The authors gratefully acknowledge the contributions from all members of the PIA consortium.

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Correspondence to Joseph Rafferty .

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Rafferty, J., Nugent, C., Liu, J., Chen, L. (2015). A Mechanism for Nominating Video Clips to Provide Assistance for Instrumental Activities of Daily Living. In: Cleland, I., Guerrero, L., Bravo, J. (eds) Ambient Assisted Living. ICT-based Solutions in Real Life Situations. IWAAL 2015. Lecture Notes in Computer Science(), vol 9455. Springer, Cham. https://doi.org/10.1007/978-3-319-26410-3_7

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  • DOI: https://doi.org/10.1007/978-3-319-26410-3_7

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