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All Outputs (2017)

Engagement in Motion: Exploring Short Term Dynamics in Page-Level Social Media Metrics
Presentation / Conference Contribution
Lucas, B., Arefin, A. S., Vries, N. J. D., Berretta, R., Carlson, J., & Moscato, P. (2014, December). Engagement in Motion: Exploring Short Term Dynamics in Page-Level Social Media Metrics. Presented at 2014 IEEE International Conference on Big Data and Cloud Computing (BdCloud), Sydney, Australia

Using page-level metrics of a randomly selected group of 15,625 among the top 100,000 Facebook check-in locations which rank high in terms of customer engagement, we explore if the short-term dynamical information on these metrics could deliver, via... Read More about Engagement in Motion: Exploring Short Term Dynamics in Page-Level Social Media Metrics.

Vibration Analysis of Permanent-Magnet-Assisted Synchronous Reluctance Machines
Presentation / Conference Contribution
Li, J., Mahmoud, H., Degano, M., & Gerada, C. (2019, August). Vibration Analysis of Permanent-Magnet-Assisted Synchronous Reluctance Machines. Presented at 2019 22nd International Conference on Electrical Machines and Systems, ICEMS 2019, Harbin, China

paper focuses on the NVH response analyses of Permanent Magnet Assisted Synchronous Reluctance (PMaSynRel) machines. This kind of motors has a complex rotor geometry which leads to have high harmonic contents in the electromagnetic excitation. As an... Read More about Vibration Analysis of Permanent-Magnet-Assisted Synchronous Reluctance Machines.

FIMS: Identifying, Predicting and Visualising Food Insecurity
Presentation / Conference Contribution
Lucas, B., Smith, A., Smith, G., Perrat, B., Nica-Avram, G., Harvey, J., & Goulding, J. (2020, April). FIMS: Identifying, Predicting and Visualising Food Insecurity. Presented at The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020, Taipei Taiwan

Food insecurity is a persistent and pernicious problem in the UK. Due to logistical challenges, national food insecurity statistics are unmeasured by government bodies - and this lack of data leads to any local estimates that do exist being routinely... Read More about FIMS: Identifying, Predicting and Visualising Food Insecurity.

Multimodal imaging of fluid transport in living epithelial sheets
Presentation / Conference Contribution
Webb, K. F., Zhang, J., & Somekh, M. (2011, December). Multimodal imaging of fluid transport in living epithelial sheets. Presented at 2011 Functional Optical Imaging, FOI 2011, Ningbo, China

Detailed knowledge on the biophysical mechanisms and local intercompartmental dynamics by which fluid and solute transport is achieved and regulated at the cellular and subcellular level is lacking. In this paper, cultures of immortalised human retin... Read More about Multimodal imaging of fluid transport in living epithelial sheets.

Towards Idea Mining: Problem-Solution Phrase Extraction fromText
Presentation / Conference Contribution
Liu, H., Brailsford, T., Goulding, J., Maul, T., Tan, T., & Chaudhuri, D. (2022, November). Towards Idea Mining: Problem-Solution Phrase Extraction fromText. Presented at 18th International Conference Advanced Data Mining and Applications (ADMA 2022), Brisbane, Australia

This paper investigates the feasibility of problem-solution phrases extraction from scientific publications using neural network approaches. Bidirectional Long Short-Term Memory with Conditional Random Fields (Bi-LSTM-CRFs) and Bidirectional Encoder... Read More about Towards Idea Mining: Problem-Solution Phrase Extraction fromText.

Bundle entropy as an optimized measure of consumers' systematic product choice combinations in mass transactional data
Presentation / Conference Contribution
Mansilla, R., Smith, G., Smith, A., & Goulding, J. (2022, December). Bundle entropy as an optimized measure of consumers' systematic product choice combinations in mass transactional data. Presented at 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan

Understanding and measuring the predictability of consumer purchasing (basket) behaviour is of significant value. While predictability measures such as entropy have been well studied and leveraged in other sectors, their development and application t... Read More about Bundle entropy as an optimized measure of consumers' systematic product choice combinations in mass transactional data.

Gifting the Past in the Present: An Exploration of Evoking Nostalgia through Hybrid Gifts
Presentation / Conference Contribution
Gibson, R., Koleva, B., Flintham, M., & Winklhofer, H. (2023, July). Gifting the Past in the Present: An Exploration of Evoking Nostalgia through Hybrid Gifts. Presented at DIS '23 2023 ACM Designing Interactive Systems Conference, Pittsburgh, USA

This study focuses on the hybrid gifting model, where both physical and digital objects combine to create a single gift. For this in-the-world study, we turn to nostalgic emotions. We aimed to uncover if hybrid gifting can facilitate nostalgic experi... Read More about Gifting the Past in the Present: An Exploration of Evoking Nostalgia through Hybrid Gifts.

“It’s not just for the Past but it’s for the Here and Now”: Gift-Giver Perspectives on the Memory Machine to Gift Digital Memories
Presentation / Conference Contribution
Gibson, R., Babbage, C. M., Wagner, H. G., Price, D. J., Martindale, S., Chadborn, N. H., Ito-Jaeger, S., Darzentas, D. P., Webb, H., Jacobs, R., Atabey, A., Koleva, B., Flintham, M., Winklhofer, H., Urquhart, L. D., & Perez Vallejos, E. (2023, July). “It’s not just for the Past but it’s for the Here and Now”: Gift-Giver Perspectives on the Memory Machine to Gift Digital Memories. Presented at DIS '23: Designing Interactive Systems Conference, Pittsburgh, USA

We present the design of the Memory Machine (MeMa), a technology probe that can store, contextualise, and document media to represent memories. We accumulate vast physical and digital possessions throughout our lives, making it difficult to distingui... Read More about “It’s not just for the Past but it’s for the Here and Now”: Gift-Giver Perspectives on the Memory Machine to Gift Digital Memories.

Assessing relative contribution of Environmental, Behavioural and Social factors on Life Satisfaction via mobile app data
Presentation / Conference Contribution
Milligan, G., Harvey, J., Dowthwaite, L., Vallejos, E. P., Nica-Avram, G., & Goulding, J. (2023, December). Assessing relative contribution of Environmental, Behavioural and Social factors on Life Satisfaction via mobile app data. Presented at 2023 IEEE International Conference on Big Data, Sorrento, Italy

Life satisfaction significantly contributes to wellbe-ing and is linked to positive outcomes for individual people and society more broadly. However, previous research demonstrates that many factors contribute to the life satisfaction of an individua... Read More about Assessing relative contribution of Environmental, Behavioural and Social factors on Life Satisfaction via mobile app data.

Who consumes anthocyanins and anthocyanidins? Mining national retail data to reveal the influence of socioeconomic deprivation and seasonality on polyphenol dietary intake
Presentation / Conference Contribution
Harvey, J., Long, G., Welham, S., Mansilla, R., Rose, P., Thomas, M., Milligan, G., Dolan, E., Parkes, J., Makokoro, K., & Goulding, J. (2023, December). Who consumes anthocyanins and anthocyanidins? Mining national retail data to reveal the influence of socioeconomic deprivation and seasonality on polyphenol dietary intake. Presented at 2023 IEEE International Conference on Big Data (BigData), Sorrento, Itlay

Anthocyanins are a class of polyphenols that have received widespread recent attention due to their potential health benefits. However, estimating the dietary intake of anthocyanins at a population level is a challenging task, due to the difficulty o... Read More about Who consumes anthocyanins and anthocyanidins? Mining national retail data to reveal the influence of socioeconomic deprivation and seasonality on polyphenol dietary intake.

Utilising User Data from a Food-Sharing App to Evidence the "Heat-or-Eat" Dilemma
Presentation / Conference Contribution
Semple, T., Harvey, J., Rodrigues, L., Gillott, M., Figueredo, G., & Nica-Avram, G. (2024, May). Utilising User Data from a Food-Sharing App to Evidence the "Heat-or-Eat" Dilemma. Presented at 2nd Digital Footprints Conference: Linking Digital Data for Social Impact, Bristol, UK

Introduction & Background
Previous literature has found that financially vulnerable households often make involuntary spending trade-offs between necessities, particularly energy and food. This effect is especially pronounced during winter, when hom... Read More about Utilising User Data from a Food-Sharing App to Evidence the "Heat-or-Eat" Dilemma.

Foodinsecurity.london: Developing a food-insecurity prevalence map for London - a machine learning from food-sharing footprints
Presentation / Conference Contribution
Milligan, G., Nica-Avram, G., Harvey, J., & Goulding, J. (2024, May). Foodinsecurity.london: Developing a food-insecurity prevalence map for London - a machine learning from food-sharing footprints. Presented at 2nd Digital Footprints Conference: Linking Digital Data for Social Impact, Bristol, UK

Introduction & Background
The ability of policymakers to positively transform food environments requires robust empirical evidence that can inform decisions. At present, there is limited data on food-insecurity in the UK that can be used to inform i... Read More about Foodinsecurity.london: Developing a food-insecurity prevalence map for London - a machine learning from food-sharing footprints.

Designing Outside of the Classroom: Branding Design for Thai Traditional Pottery
Presentation / Conference Contribution
Tiwasing, W., Ames, B., & Tiwasing, P. (2022, January). Designing Outside of the Classroom: Branding Design for Thai Traditional Pottery. Presented at The IAFOR International Conference on Education, Honolulu, Hawaii (online)

This research aims to develop branding for pottery products in Maha Sarakham, Thailand and to generate the collaboration between the local community and university. Ban Mo village, which is the community dedicated to pottery making, is used as the ca... Read More about Designing Outside of the Classroom: Branding Design for Thai Traditional Pottery.