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View article: DJ-Fam: Using Favorite Songs as a Catalyst for Fostering Communication between Parents and Young Adult Children Living Apart
DJ-Fam: Using Favorite Songs as a Catalyst for Fostering Communication between Parents and Young Adult Children Living Apart Open
This paper aims to foster social interaction between parents and young adult children living apart via music. Our approach transforms their music-listening moment into an opportunity to listen to others' favorite songs and enrich interacti…
View article: Analyzing and Mitigating Bias for Vulnerable Road Users by Addressing Class Imbalance in Datasets
Analyzing and Mitigating Bias for Vulnerable Road Users by Addressing Class Imbalance in Datasets Open
sponsorship: This work was supported in part by the European Union's Horizon 2020 Research and Innovation Programme under the Marie Sklodowska Curie Grant under Agreement 956090 (APROPOS);in part by the SPATIAL Project under Grant No 10102…
View article: CRAYON: Exploration on Community-based Relayed Online Education Approach for Rural Children in South Korean EFL Context
CRAYON: Exploration on Community-based Relayed Online Education Approach for Rural Children in South Korean EFL Context Open
Rural children in South Korea exhibit higher foreign language anxiety and lower English competency. For such marginalized contexts where local communities cannot support children's learning, we propose and explore a new pedagogical approac…
View article: Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset Open
The accuracy and fairness of perception systems in autonomous driving are essential, especially for vulnerable road users such as cyclists, pedestrians, and motorcyclists who face significant risks in urban driving environments. While main…
View article: Bias Detection and Generalization in AI Algorithms on Edge for Autonomous Driving
Bias Detection and Generalization in AI Algorithms on Edge for Autonomous Driving Open
A machine learning model can often produce biased outputs for a familiar group or similar sets of classes during inference over an unknown dataset. The generalization of neural networks have been studied to resolve biases, which has also s…
View article: A Large-scale Examination of ”Socioeconomic” Fairness in Mobile Networks
A Large-scale Examination of ”Socioeconomic” Fairness in Mobile Networks Open
Internet access is a special resource of which needs has become universal\nacross the public whereas the service is operated in the private sector. Mobile\nNetwork Operators (MNOs) put efforts for management, planning, and\noptimization; h…
View article: Green space accessibility helps buffer declined mental health during the COVID-19 pandemic
Green space accessibility helps buffer declined mental health during the COVID-19 pandemic Open
Accumulating evidence has highlighted a negative effect of COVID-19 pandemic on public mental health. By using data from 2 million mobile phone users within London over the period of January 2019–December 2020, as well as the multi-wave da…
View article: Dynamic-IMD (D-IMD): Introducing activity spaces to deprivation measurement in London, Birmingham and Liverpool
Dynamic-IMD (D-IMD): Introducing activity spaces to deprivation measurement in London, Birmingham and Liverpool Open
Indicators of deprivation intersect a variety of disciplinary contexts. In this article, we build a multi-space measure of deprivation by introducing urban mobilities derived from location footprints of nearly three million mobile phone us…
View article: Audience Analysis for Competing Memes in Social Media
Audience Analysis for Competing Memes in Social Media Open
Existing tools for exploratory analysis of information diffusion in social media focus on the message senders who actively diffuse the meme. We develop a tool for audience analysis, focusing on the people who are passively exposed to the m…
View article: Tracking Knowledge Propagation Across Wikipedia Languages
Tracking Knowledge Propagation Across Wikipedia Languages Open
In this paper, we present a dataset of inter-language knowledge propagation in Wikipedia. Covering the entire 309 language editions and 33M articles, the dataset aims to track the full propagation history of Wikipedia concepts, and allow f…
View article: Tracking Knowledge Propagation Across Wikipedia Languages
Tracking Knowledge Propagation Across Wikipedia Languages Open
In this paper, we present a dataset of inter-language knowledge propagation in Wikipedia. Covering the entire 309 language editions and 33M articles, the dataset aims to track the full propagation history of Wikipedia concepts, and allow f…
View article: Tracking Knowledge Propagation Across Wikipedia Languages
Tracking Knowledge Propagation Across Wikipedia Languages Open
We present a dataset of inter-language knowledge propagation in Wikipedia. Covering the entire 309 language editions and 33M articles, the dataset aims to track the full propagation history of Wikipedia concepts, and allow follow up resear…
View article: Tracking Knowledge Propagation Across Wikipedia Languages
Tracking Knowledge Propagation Across Wikipedia Languages Open
We present a dataset of inter-language knowledge propagation in Wikipedia. Covering the entire 309 language editions and 33M articles, the dataset aims to track the full propagation history of Wikipedia concepts, and allow follow up resear…
View article: Impact of Response Latency on User Behaviour in Mobile Web Search
Impact of Response Latency on User Behaviour in Mobile Web Search Open
Traditionally, the efficiency and effectiveness of search systems have both\nbeen of great interest to the information retrieval community. However, an\nin-depth analysis of the interaction between the response latency and users'\nsubjecti…
View article: Are we breaking bubbles as we move? Exploring the relationship between urban mobility and segregation
Are we breaking bubbles as we move? Exploring the relationship between urban mobility and segregation Open
Segregation often dismantles common activity spaces and isolates people of different backgrounds, leading toirreconcilable inequalities that disfavour the poor and minorities and intensifies societal fragmentation. Therefore,segregation ha…
View article: Tiger:Wearable Glasses for the 20-20-20 Rule to Alleviate Computer Vision Syndrome
Tiger:Wearable Glasses for the 20-20-20 Rule to Alleviate Computer Vision Syndrome Open
We propose Tiger, an eyewear system for helping users follow the 20-20-20 rule to alleviate the Computer Vision Syndrome symptoms. It monitors user's screen viewing activities and provides real-time feedback to help users follow the rule. …
View article: Measuring, understanding, and classifying news media sympathy on Twitter after crisis events
Measuring, understanding, and classifying news media sympathy on Twitter after crisis events Open
This paper investigates bias in coverage between Western and Arab media on Twitter after the November 2015 Beirut and Paris terror attacks. Using two Twitter datasets covering each attack, we investigate how Western and Arab media differed…
View article: Measuring, Understanding, and Classifying News Media Sympathy on Twitter after Crisis Events
Measuring, Understanding, and Classifying News Media Sympathy on Twitter after Crisis Events Open
This paper investigates bias in coverage between Western and Arab media on Twitter after the November 2015 Beirut and Paris terror attacks. Using two Twitter datasets covering each attack, we investigate how Western and Arab media differed…
View article: MobInsight: A Framework Using Semantic Neighborhood Features for Localized Interpretations of Urban Mobility
MobInsight: A Framework Using Semantic Neighborhood Features for Localized Interpretations of Urban Mobility Open
Collective urban mobility embodies the residents' local insights on the city. Mobility practices of the residents are produced from their spatial choices, which involve various considerations such as the atmosphere of destinations, distanc…
View article: When Simpler Data Does Not Imply Less Information: A Study of User Profiling Scenarios with Constrained View of Mobile HTTP(S) Traffic
When Simpler Data Does Not Imply Less Information: A Study of User Profiling Scenarios with Constrained View of Mobile HTTP(S) Traffic Open
The exponential growth in smartphone adoption is contributing to the availability of vast amounts of human behavioral data. This data enables the development of increasingly accurate data-driven user models that facilitate the delivery of …