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- ArticleJanuary 2025
Enhancing Stance Classification on Social Media Using Quantified Moral Foundations
- Hong Zhang,
- Quoc-Nam Nguyen,
- Prasanta Bhattacharya,
- Wei Gao,
- Liang Ze Wong,
- Brandon Siyuan Loh,
- Joseph J. P. Simons,
- Jisun An
AbstractThis study enhances stance detection on social media by incorporating deeper psychological attributes, specifically individuals’ moral foundations. These theoretically-derived dimensions aim to provide an interpretable profile of an individual’s ...
- research-articleMay 2024
A Tool for Capturing Smartphone Screen Text
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 938, Pages 1–24https://doi.org/10.1145/3613904.3642347Context sensing on smartphones is often used to understand user behaviour. Amongst the many available sensors, the collection of text is crucial due to its richness. However, previous work has been limited to collecting text only from keyboard input, or ...
- research-articleApril 2023
TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification
WWW '23: Proceedings of the ACM Web Conference 2023Pages 2066–2075https://doi.org/10.1145/3543507.3583227Encrypted traffic classification is receiving widespread attention from researchers and industrial companies. However, the existing methods only extract flow-level features, failing to handle short flows because of unreliable statistical properties, or ...
- research-articleMarch 2023
Why People Skip Music? On Predicting Music Skips using Deep Reinforcement Learning
CHIIR '23: Proceedings of the 2023 Conference on Human Information Interaction and RetrievalPages 95–106https://doi.org/10.1145/3576840.3578312Music recommender systems are an integral part of our daily life. Recent research has seen a significant effort around black-box recommender based approaches such as Deep Reinforcement Learning (DRL). These advances have led, together with the ...
- research-articleMarch 2023
How different network disturbances affect route choice of public transport passengers. A descriptive study based on tracking
Expert Systems with Applications: An International Journal (EXWA), Volume 213, Issue PBhttps://doi.org/10.1016/j.eswa.2022.119083Highlights- Route choice in case of disturbances observed from a large-scale survey.
- Metric of degradation to compare a large set of disturbances and their effects.
- Multiple expected behaviours under information assumptions are estimated.
- ...
Public transport networks are affected daily by disturbances with different entities. While big service disturbances (or disruptions) are rare, delays and cancelled runs are more frequent and they affect daily the passengers. Despite this, most ...
- short-paperJanuary 2021
Music Discovery as Differentiation Strategy for Streaming Providers
iiWAS '20: Proceedings of the 22nd International Conference on Information Integration and Web-based Applications & ServicesPages 476–480https://doi.org/10.1145/3428757.3429151Music discovery presents itself in an instant and in a multitude of possible ways. When comparing the user personas of streaming services in the dimension of music discovery, two main differentiation criteria become apparent, namely the degree of ...
- research-articleMarch 2021
How Secure is Home: Assessing Human Susceptibility to IoT Threats
PCI '20: Proceedings of the 24th Pan-Hellenic Conference on InformaticsPages 64–71https://doi.org/10.1145/3437120.3437277The use of Internet of Things (IoT) devices within the home has become more popular in recent years and with the COVID-19 pandemic more employees are working from home. Risk management has become decentralised, which is problematic for organisations ...
- research-articleJuly 2020
Persuasive Synthetic Speech: Voice Perception and User Behaviour
CUI '20: Proceedings of the 2nd Conference on Conversational User InterfacesArticle No.: 6, Pages 1–9https://doi.org/10.1145/3405755.3406120Previous research indicates that synthetic speech can be as persuasive as human speech. However, there is a lack of empirical validation on interactive goal-oriented tasks. In our two-stage study (online listening test and lab evaluation), we compared ...
- ArticleSeptember 2012
Reducing the Incidence of Unintended, Human-Caused Information Flows in Enterprise Systems
- Colin Atkinson,
- Florian Barth,
- Ralph Gerbig,
- Felix Freiling,
- Sebastian Schinzel,
- Frank Hadasch,
- Alexander Maedche,
- Benjamin Muller
EDOCW '12: Proceedings of the 2012 IEEE 16th International Enterprise Distributed Object Computing Conference WorkshopsPages 11–18https://doi.org/10.1109/EDOCW.2012.12Research in enterprise system security has largely focused on the development of theoretical models capable of demonstrating mathematically that they possess desired security properties. However, recent results confirm that many of these models cannot ...
- articleOctober 2009
An Investigation of User Behaviour Consistency for Context-Aware Information Retrieval Systems
International Journal of Advanced Pervasive and Ubiquitous Computing (IJAPUC-IGI), Volume 1, Issue 4Pages 69–90https://doi.org/10.4018/japuc.2009100105Users interact with the Internet in dynamic environments that require the IR system to be context aware. Modern IR systems take advantage of user location, browsing history or previous interaction patterns, but a significant number of contextual factors ...
- ArticleMay 2009
Web Mining Service (WMS), a Public and Free Service for Web Data Mining
ICIW '09: Proceedings of the 2009 Fourth International Conference on Internet and Web Applications and ServicesPages 351–356https://doi.org/10.1109/ICIW.2009.58Companies and web sites store information about the user behaviour which is not shared with other people. A tool for public and free sharing of this information has been developed. This tool is installed as a Firefox Add-on and it stores, in a central ...
- ArticleFebruary 2009
An Expectation-Based Model of Web Search Behaviour
ACHI '09: Proceedings of the 2009 Second International Conferences on Advances in Computer-Human InteractionsPages 49–56https://doi.org/10.1109/ACHI.2009.47An important issue when evaluating a search tool is the satisfaction that is expressed by its users. While there are many factors that affect satisfaction, we believe that users' expectations affect their evaluation of a query's response, and in turn, ...
- ArticleJuly 2008
An Architecture for an Adaptive Run-time Prediction System
ISPDC '08: Proceedings of the 2008 International Symposium on Parallel and Distributed ComputingPages 275–282https://doi.org/10.1109/ISPDC.2008.34This article describes a system for run-time prediction of applications in heterogeneous environments. To exploit the power of computational grids, scheduling systems need profound information about the job to be executed. The run-time of a job is - ...
- ArticleFebruary 2008
Reflecting P2P User Behaviour Models in a Simulation Environment
PDP '08: Proceedings of the 16th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP 2008)Pages 516–523https://doi.org/10.1109/PDP.2008.62In this paper, we detail our experiences with the implementation of a popular P2P file sharing system in a simulation framework. We discuss some of the salient features of our implementation, and compare packet level with application level simulators. ...