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GoodIT '24: Proceedings of the 2024 International Conference on Information Technology for Social Good
ACM2024 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
GoodIT '24: International Conference on Information Technology for Social Good Bremen Germany September 4 - 6, 2024
ISBN:
979-8-4007-1094-0
Published:
04 September 2024
Sponsors:

Reflects downloads up to 24 Oct 2024Bibliometrics
Work in Progress
Personal Data Transfers to Non-EEA Domains: A Tool for Citizens and An Analysis on Italian Public Administration Websites

Six years after the entry into force of the GDPR, European companies and organizations still have difficulties complying with it: the amount of fines issued by the European data protection authorities is continuously increasing. Personal data transfers ...

research-article
Open Access
JoinDetect: A Data-Led Machine Learning Approach to Detection of Coinjoin Transactions

CoinJoin is a privacy-enhancing technique used in cryptocurrency transactions, designed to obfuscate the ownership of funds by amalgamating multiple inputs, thereby complicating the task of linking identities to addresses. While traditional methods for ...

research-article
Open Access
Raising Awareness for Inertial Sensors-based Keylogging on Smartphones

Nowadays, inertial sensors are embedded in almost every smartphone and are a key enabler for a wide variety of applications that build on motion. However, in the context of major mobile operating systems, these sensors do not require any permission to ...

extended-abstract
Best Student Paper
Best Student Paper
Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets

The complex system of life on Earth, biodiversity, provides the essential resources for human survival. However, humanity is the primary driver of species extinction, accelerating the extinction rate to 100-1000 times higher than pre-industrial times. ...

Work in Progress
Towards Citizen-Centric Multiagent Systems Based on Large Language Models

The rapid evolution of Large Language Models (LLMs), exemplified by GPT-4, has ushered in a transformative era in artificial intelligence (AI). This paper introduces the concept of Citizen-Centric Multiagent Systems based on Large Language Models (C-...

Work in Progress
DuneSA: A SAM-based Approach with Domain-Specific Knowledge for Aeolian Dune Segmentation

Dune segmentation is a fundamental task for geographers’ efforts in tackling the global desertification problems. Geographers often use visual interpretation to segment dunes, thus developing valuable insights into the ever-changing conditions that ...

research-article
Open Access
Estimating the People Density in Restricted Spaces Using Probe Requests for Wi-Fi Connections

Estimating the density of people in a restricted space (such as a classroom, a waiting room, or a carriage of a train or subway) aids both users and administrations in understanding the dynamics within their spaces and managing and organising them ...

research-article
Open Access
Domain-Adaptive TinyML Model for Efficient Pest and Disease Detection in Domestic Crops: A Practical Approach for Developing Countries

Artificial intelligence (AI) is a disruptive technology that has achieved remarkable breakthroughs across various domains and is reshaping our daily lives. However, AI’s resource-intensive, time-consuming, and domain-specific nature creates a ...

Work in Progress
Dialogues with Digital Wisdom: Can LLMs Help Us Put Down the Phone?

The use of Large Language Models (LLMs) to counter problematic smartphone use and support users’ digital wellbeing has recently gained research interest. Yet, such an approach is still in its infancy, particularly when compared to traditional digital ...

Work in Progress
A Literature Review: Problem Definition and Identification Donation Blockchain

This literature review addresses the challenges of traditional donation systems which are intended to be solved through the use of blockchain technology. The study examines existing literature that aim to improve donation processes by leveraging ...

research-article
Open Access
Democratising Research Practices through Community Citizen Science

The involvement of the general public or volunteers in research has evolved over time. Terms such as ‘subjects’ have been replaced by ‘participants’ and are accompanied by an aspiration to actively engage people in research. Under the banner of Community ...

research-article
Ensuring Child Rights in the Age of AI: A Multidimensional Analysis of Existing Frameworks

This paper examines three existing frameworks developed by IEEE, UNICEF, and the World Economic Forum (WEF) that provide guidance on age-appropriate services and AI systems for children. We conduct a multidimensional analysis across several dimensions: ...

Work in Progress
Quantization with Gate Disclosure for Embedded Artificial Intelligence Applied to Fall Detection

Fall detection in the elderly population is a typical application of pattern recognition, where machine learning algorithms have shown good performance results in the scientific literature. Nevertheless, the usual large dimension of the networks ...

Work in Progress
Best Short Paper
Best Short Paper
Towards A Unifying Human-Centered AI Fairness Framework

Achieving fairness in AI systems is a critical yet challenging task due to conflicting metrics and their underlying societal assumptions, e.g., the extent to which racist and sexist societal processes are presumed to cause harm and the extent to which ...

research-article
Open Access
AI-GFA: Applied Framework for Producing Responsible Artificial Intelligence

In the landscape of rapidly evolving Artificial Intelligence (AI) technologies and growing associated ethical concerns, we propose integrating ethical considerations into daily practices of the AI development teams, to address ethical concerns early, at ...

Work in Progress
CuLao - Constructing Utilities of Large Language Models in Resource-Constrained Environments

The increasing development and utilization of Large Language Model (LLM) services have demonstrated many benefits in different contexts. However, LLM services are mainly available in the public cloud and require huge computing resources to operate, thus ...

research-article
Open Access
UAV-Assisted Municipal Solid Waste Monitoring for Informed Disposal Decisions

The population growth and urbanisation trend in Africa has exacerbated municipal solid waste (MSW) generation, posing significant environmental pollution and health hazards - effecting the United Nations Sustainable Development Goals 3, 6, 14 and 15. ...

extended-abstract
Stress DeTech-tion: Revolutionizing Wellbeing in Future Networks

As healthcare is becoming increasingly digitally connected, the use of wearable technologies for self-monitoring of overall health and mental well-being has become ubiquitous, bringing new challenges related to the data transmission and processing. This ...

research-article
Being Accountable is Smart: Navigating the Technical and Regulatory Landscape of AI-based Services for Power Grid

The emergence of artificial intelligence and digitization of the power grid introduced numerous effective application scenarios for AI-based services for the smart grid. Nevertheless, adopting AI in critical infrastructures presents challenges due to ...

research-article
Open Access
An AI-infused Educational Technology to Cultivate Self-directed Learning in Sustainable Waste Management

Proper waste management is a critical aspect of sustainable living. Many sustainable communities have implemented various initiatives to support sustainability through better waste management. However, the knowledge required for proper waste management ...

research-article
Open Access
Adequate Prompting Improves Performance of Regression Models of Emotional Content

Regression models of natural language content are widely popular in many applications, such as sentiment analysis, stance detection and emotion detection. The multidimensional Russell and Mehrabian’s Valence-Arousal-Dominance (VAD) model has been ...

research-article
Good Technology Requires a Good Environment: The Role of Parenting Practices in Adolescent Internet Addiction

Studies over the past decade have shown that Internet Addiction (IA), can impact adolescents’ health across physical, mental, and social domains. While extensive research has explored adolescents' vulnerability to IA, the role of parental influence ...

research-article
“Signifier” Video Sharing Platform and Accessible Media Player for Deaf Users

With technology for social good at the forefront of this work, we present a platform demonstrating the use of inclusive and accessible IT for education and other domains. The design and development of video sharing platform, “Signifier” is discussed, ...

extended-abstract
Exploring Regulatory Sandboxes: Safeguarding AI-Based Software for Minors

The online safety of minors is a complex issue that legislators are striving to address. Numerous initiatives aim to define policies and best practices to mitigate the risks associated with the use of technologies and applications by young individuals, ...

research-article
Preparing for the Clinical Stage : Lab Development and Testing of Socially Assistive Robot for Physical Health Assessments

The integration of socially assistive robots (SARs) in healthcare has the potential to revolutionize physical health assessments by providing standardized, reliable, and engaging methods for evaluating functional mobility and muscle strength. This paper ...

research-article
Open Access
Best Paper
Best Paper
A Night Out: Designing a Transformational Video Game to Promote Awareness Towards LGBTQ+ Violence

’A Night Out’ is a transformational video game designed and developed with the aim of raising awareness of hate crimes towards the LGBTQ+ population in Denmark. With the goal of contributing to the United Nations Sustainable Development Goal of equality, ...

research-article
Open Access
A Federated Architecture for Digital Twins in Automotive: An Integrated Solution for Vehicles, Drivers and Road Environments

In the rapidly transforming automotive sector, the adoption of the Digital Twin technology marks a significant evolution, offering real-time interactions within the vehicle ecosystem. This technology not only enhances the personalization of driving ...

research-article
Open Access
Fair Inference for Discrete Latent Variable Models: An Intersectional Approach

It is now widely acknowledged that machine learning models, trained on data without due care, often exhibit discriminatory behavior. Traditional fairness research has mainly focused on supervised learning tasks, particularly classification. While ...

research-article
Altruistic Bandit Learning For One-to-Many Matching Markets

The decision-making of the agents in a matching is led by their preferences. Two-sided matching with known preferences of the agents has been studied for a long time. Present-day matching applications require considering stochastic environments where ...

research-article
Bridging the Digital Inequality: An Evaluation of Digital Competence Training Program (DCTP) for Older Women

Older women represent the disadvantaged side of digital inequality as an extension of social, economic, and cultural inequalities. This research aims to explore the Digital Competence Training Program (DCTP) designed as a model to overcome the lack of ...

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