Outputs (4)

The impact of algorithmic decision-making processes on young people’s well-being (Preprint) (2019)
Preprint / Working Paper
Perez Vallejos, E., Dowthwaite, L., Creswich, H., Portillo, V., Koene, A., Jirotka, M., McCarthy, A., & McAuley, D. The impact of algorithmic decision-making processes on young people’s well-being (Preprint)

Background:
Algorithms rule the online environments and are essential for performing data processing, filtering, personalisation and other tasks. Research has shown that children and young people make up a significant proportion of Internet users, h... Read More about The impact of algorithmic decision-making processes on young people’s well-being (Preprint).

Dual memory network model for sentiment analysis of review text (2019)
Journal Article
Shen, J., Ma, M. D., Xiang, R., Lu, Q., Vallejos, E. P., Xu, G., Long, Y., & Huang, C.-R. (2019). Dual memory network model for sentiment analysis of review text. Knowledge-Based Systems, 188, Article 105004. https://doi.org/10.1016/j.knosys.2019.105004

In sentiment analysis of product reviews, both user and product information are proven to be useful. Current works handle user profile and product information in a unified model which may not be able to learn salient features of users and products ef... Read More about Dual memory network model for sentiment analysis of review text.

MeMa: Designing the Memory Machine (2019)
Presentation / Conference Contribution
Price, D., Jacobs, R., Darzentas, D., Perez Vallejos, E., Chadborn, N., Martindale, S., & Urquhart, L. (2019, June). MeMa: Designing the Memory Machine. Presented at DIS '19: Designing Interactive Systems Conference 2019, San Diego CA USA

The Memory Machine is an ambitious project that aims to develop a device to capture people's memories to create a blend of personal and factual data that builds identities, and contextualizes personal recollections. The Memory Machine has been guided... Read More about MeMa: Designing the Memory Machine.

Citizens’ juries: when older adults deliberate on the benefits and risks of smart health and smart homes (2019)
Journal Article
Chadborn, N., Blair, K., Creswick, H., Perez Vallejos, E., Hughes, N., Dowthwaite, L., & Adenekan, O. (2019). Citizens’ juries: when older adults deliberate on the benefits and risks of smart health and smart homes. Healthcare, 7(2), Article 54. https://doi.org/10.3390/healthcare7020054

Background: Technology-enabled healthcare or smart health has provided a wealth of products and services to enable older people to monitor and manage their own health conditions at home, thereby maintaining independence, whilst also reducing healthca... Read More about Citizens’ juries: when older adults deliberate on the benefits and risks of smart health and smart homes.