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- research-articleDecember 2024JUST ACCEPTED
Browsing Linked Open Data in Cultural Heritage: a shareable visual configuration approach
Over the last decade Cultural Heritage (CH) organizations have been exploring new ways to make their content available and browsable using the Semantic Web and Linked Open Data (LOD). The objective of the present study was to introduce a framework to ...
- research-articleNovember 2024
Impact of interaction technique in interactive data visualisations: A study on lookup, comparison, and relation-seeking tasks
International Journal of Human-Computer Studies (IJHC), Volume 192, Issue Chttps://doi.org/10.1016/j.ijhcs.2024.103359AbstractThis paper presents an analysis of different interaction techniques used in interactive data visualisations to support end-users in visual analytics tasks. Our selection of interaction techniques is based on prior work and consists of the ...
Highlights- We present an analysis of seven interaction techniques as used for data analytics.
- Interaction technique significantly impacts correctness and participant confidence.
- Enabling users to conceal information increases performance and ...
- research-articleSeptember 2024JUST ACCEPTED
Automating Government Report Generation: A Generative AI Approach for Efficient Data Extraction, Analysis, and Visualization
This application paper introduces a transformative solution to address the labour-intensive manual report generation, data searching & report revision process in government entities. Traditional methods of data extraction, analysis, and graph creation for ...
- research-articleMay 2024
Data Storytelling in Data Visualisation: Does it Enhance the Efficiency and Effectiveness of Information Retrieval and Insights Comprehension?
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 195, Pages 1–21https://doi.org/10.1145/3613904.3643022Data storytelling (DS) is rapidly gaining attention as an approach that integrates data, visuals, and narratives to create data stories that can help a particular audience to comprehend the key messages underscored by the data with enhanced efficiency ...
- research-articleMay 2024
Design Study of a Data Analysis Tool for Lead Climbing
IHM '24: Proceedings of the 35th Conference on l'Interaction Humain-MachineArticle No.: 6, Pages 1–12https://doi.org/10.1145/3649792.3649798Nous présentons une étude de conception d’un outil d’analyse de données de performances d’escalade de difficulté créé en collaboration avec la Fédération Française Montagne Escalade (FFME). Son but est de faciliter l’exploration d’un jeu de données pour ...
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- research-articleOctober 2023
AI-based decision support system for public procurement
AbstractTenders are powerful means of investment of public funds and represent a strategic development resource. Thus, improving the efficiency of procuring entities and developing evaluation models turn out to be essential to facilitate e-procurement ...
Highlights- A Decision Support System integrating structured/unstructured data about tenders.
- Semantic search engine for tenders documentation to allow information retrieval.
- Search engine based on OIE (Open Information Extraction) techniques.
- ArticleSeptember 2023
iplot: Web-First Visualisation Platform for Multidimensional Data
- research-articleMay 2023
Information visualisation for industrial process monitoring
IDEAS '23: Proceedings of the 27th International Database Engineered Applications SymposiumPages 107–114https://doi.org/10.1145/3589462.3595631In the context of process monitoring and predictive maintenance, an adapted visualisation of sensor data is essential in order to help the domain experts to make the right maintenance decision. The large volume and diversity of data leads us to ...
- ArticleJune 2022
Research on the Construction of Graphical Data Intelligence Education Driven by Digital Intelligence Integration
HCI International 2022 - Late Breaking Papers. Interaction in New Media, Learning and GamesPages 221–230https://doi.org/10.1007/978-3-031-22131-6_16AbstractWith the development and application of technologies such as 5G and big data artificial intelligence, humanity has entered the era of digital intelligence convergence (BD + AI), which has enabled the future of education and learning to move into a ...
- ArticleDecember 2021
Interactive Curation of Semantic Representations in Digital Libraries
Towards Open and Trustworthy Digital SocietiesPages 219–229https://doi.org/10.1007/978-3-030-91669-5_18AbstractDigital libraries often contain many heterogeneous documents and cover a variety of topics. Computer generated virtual maps of such collections can help to get an overview and explore the data. The position of each document from the corpus on this ...
- research-articleNovember 2021
Investigating Malware Propagation and Behaviour Using System and Network Pixel-Based Visualisation
AbstractMalicious software, known as malware, is a perpetual game of cat and mouse between malicious software developers and security professionals. Recent years have seen many high profile cyber attacks, including the WannaCry and NotPetya ransomware ...
- ArticleJuly 2021
A Python Hands-on Tutorial on Network and Topological Neuroscience
- Eduarda Gervini Zampieri Centeno,
- Giulia Moreni,
- Chris Vriend,
- Linda Douw,
- Fernando Antônio Nóbrega Santos
AbstractNetwork neuroscience investigates brain functioning through the prism of connectivity, and graph theory has been the main framework to understand brain networks. Recently, an alternative framework has gained attention: topological data analysis. ...
- research-articleSeptember 2020
Using tours to visually investigate properties of new projection pursuit indexes with application to problems in physics
Computational Statistics (CSTAT), Volume 35, Issue 3Pages 1171–1205https://doi.org/10.1007/s00180-020-00954-8AbstractProjection pursuit is used to find interesting low-dimensional projections of high-dimensional data by optimizing an index over all possible projections. Most indexes have been developed to detect departure from known distributions, such as ...
- ArticleAugust 2020
Online News Monitoring for Enhanced Reuse of Audiovisual Archives
AbstractDigital publication platforms and social media have opened possibilities for cultural heritage institutions to share their content online, in particular favouring audiovisual content. To better valorise large-scale digital collections and increase ...
- research-articleAugust 2020
Tracking changes in user activity from unlabelled smart home sensor data using unsupervised learning methods
Neural Computing and Applications (NCAA), Volume 32, Issue 16Pages 12351–12362https://doi.org/10.1007/s00521-020-04737-6AbstractThis paper investigates the utility of unsupervised machine learning and data visualisation for tracking changes in user activity over time. This is done through analysing unlabelled data generated from passive and ambient smart home sensors, such ...
- research-articleJuly 2020
Literature Explorer: effective retrieval of scientific documents through nonparametric thematic topic detection
The Visual Computer: International Journal of Computer Graphics (VISC), Volume 36, Issue 7Pages 1337–1354https://doi.org/10.1007/s00371-019-01721-7AbstractScientific researchers are facing a rapidly growing volume of literatures nowadays. While these publications offer rich and valuable information, the scale of the datasets makes it difficult for the researchers to manage and search for desired ...
- ArticleMay 2023
Data Visualisation: World Happiness at a Glance!
AbstractThe paper aims to visualise the world happiness scores that are reported by the United Nations. Relationship between factors that affect happiness of a country is being identified by performing a clustering analysis on the happiness score. This ...
- research-articleAugust 2019
Smart Energy Monitoring System for Residential in Malaysia
- Syamsul Syafiq,
- Marshima Mohd Rosli,
- Maslina Daud,
- Abdul Fuad Abdul Rahman,
- Mohd Nasrul Taufiq Salleh,
- Farhan Arif Mohamad
BDIOT '19: Proceedings of the 3rd International Conference on Big Data and Internet of ThingsPages 18–22https://doi.org/10.1145/3361758.3361766Energy efficiency play an important role in addressing the issue of inadequacy of electrical consumption. In Malaysia, residential users have been identified as one of major contributor towards high electricity consumption. Due to this issue, government ...
- ArticleJuly 2019
Investigating Visualisation Techniques for Rapid Triage of Digital Forensic Evidence
AbstractThis study investigates the feasibility of a tool that allows digital forensics (DF) investigators to efficiently triage device datasets during the collection phase of an investigation. This tool utilises data visualisation techniques to display ...