Using Emotions and Topics to Understand Online MisinformationChuai, Yuwei ; Rossi, Arianna ; Lenzini, Gabriele ![]() in Web Engineering. ICWE 2023. Lecture Notes in Computer Science, vol 13893. Springer, Cham. (2023, June 16) Misinformation has become one of the most pressing social issues in the twenty-first century. How the combinations of emotions and topics trigger the spread of misinformation, however, still remains to be ... [more ▼] Misinformation has become one of the most pressing social issues in the twenty-first century. How the combinations of emotions and topics trigger the spread of misinformation, however, still remains to be revealed. This study comprehensively examines misinformation and its diffusion by correlating emotions and topics. First, we examine how specific emotions and topics are combined in misinformation. Second, we identify the effects of emotions and topics on the virality of misinformation. Finally, we further explore how to employ users’ topic preferences and emotion reactions to detect and analyze echo chambers in misinformation cascades. The findings can help construct a detailed and consistent understanding on misinformation diffusion in terms of emotions and topics. Potential practical implications are also provided to prevent the spread of misinformation online. [less ▲] Detailed reference viewed: 97 (7 UL) Undetermined: A semi-academic exploration of the future of European data spaces via science fictionRossi, Arianna ![]() in First Monday: Peer-reviewed Journal on the Internet (2023) Detailed reference viewed: 221 (0 UL) Undetermined: A short storyRossi, Arianna ![]() in First Monday: Peer-reviewed Journal on the Internet (2023) Detailed reference viewed: 242 (0 UL) A backcasting exerciseRossi, Arianna ![]() in First Monday: Peer-reviewed Journal on the Internet (2023) Detailed reference viewed: 100 (0 UL) The Hitchhiker’s Guide to the Social Media Data Research Galaxy - A PrimerRossi, Arianna ![]() in Bieker, F.; Meyer, J.; Pape, S. (Eds.) et al Privacy and Identity Management. Privacy and Identity 2022. IFIP Advances in Information and Communication Technology (2023) This short paper is a primer for early career researchers that collect and analyze social media data. It provides concise, practical instructions on how to address personal data protection concerns and ... [more ▼] This short paper is a primer for early career researchers that collect and analyze social media data. It provides concise, practical instructions on how to address personal data protection concerns and implement research ethics principles. [less ▲] Detailed reference viewed: 79 (0 UL) Data Protection and Consenting Communication Mechanisms: Current Proposals and Challenges; ; et al in IEEE eXplore (2022, June 06) Data Protection and Consenting Communication Mechanisms (DPCCMs) have the potential of becoming one of the most fundamental means of protecting humans’ privacy and agency. However, they are yet to be ... [more ▼] Data Protection and Consenting Communication Mechanisms (DPCCMs) have the potential of becoming one of the most fundamental means of protecting humans’ privacy and agency. However, they are yet to be improved, adopted and enforced. In this paper, based on the results of a technical document analysis and an expert study, we we identify some of the main technical factors that can be comparison factors between some of the main interdisciplinary challenges of a Human-centric, Accountable, Lawful, and Ethical practice of personal data processing on the Internet and discuss whether the current DPCCMs proposal can contribute towards their resolution. In particular, we discuss the two current open specifications, i.e. the Advanced Data Protection Control (ADPC) and the Global Privacy Control (GPC) based on the identified challenges. [less ▲] Detailed reference viewed: 171 (12 UL) Feedback to the Guidelines 3/2022 on “Dark patterns in social media platform interfaces: How to recognise and avoid them”Botes, Wilhelmina Maria ; ; Rossi, Arianna et alReport (2022) Detailed reference viewed: 109 (1 UL) Context, Prioritization, and Unexpectedness: Factors Influencing User Attitudes About Infographic and Comic ConsentDoan, Xengie Cheng ; ; Rossi, Arianna et alin Web Conference Companion Volume (ACM) (2022, April 26) Being asked to consent to data sharing is a ubiquitous experience in digital services - yet it is very rare to encounter a well designed consent experience. Considering the momentum and importance of a ... [more ▼] Being asked to consent to data sharing is a ubiquitous experience in digital services - yet it is very rare to encounter a well designed consent experience. Considering the momentum and importance of a European data space where personal information freely and easily flows across organizations, sectors and Member States, solving the long-discussed thorny issue of "how to get consent right" cannot be postponed any further. In this paper, we describe the first findings from a study based on 24 semi-structured interviews investigating participants’ expectations and opinions toward consent in a data sharing scenario with a data trustee. We analyzed various dimensions of a consent form redesigned as a comic and an infographic, including language, information design, content and the writer-reader relationship. The results provide insights into the complexity of elements that should be considered when asking individuals to freely and mindfully disclose their data, especially sensitive information. [less ▲] Detailed reference viewed: 209 (41 UL) Unwinding a Legal and Ethical Ariadne’s Thread Out of the Twitter Scraping MazeRossi, Arianna ; ; Lenzini, Gabriele ![]() in Schiffner, Stefan; Ziegler, Sebastien; Quesada Rodriguez, Adrian (Eds.) Data Protection Law International Convergence and Compliance with Innovative Technologies (DPLICIT) (2022) Social media data is a gold mine for research scientists, but such type of data carries unique legal and ethical implications while there is no checklist that can be followed to effortlessly comply with ... [more ▼] Social media data is a gold mine for research scientists, but such type of data carries unique legal and ethical implications while there is no checklist that can be followed to effortlessly comply with all the applicable rules and principles. On the contrary, academic researchers need to find their way in a maze of regulations, sectoral and institutional codes of conduct, interpretations and techniques of compliance. Taking an autoethnographic approach combined with desk research, we describe the path we have paved to find the answers to questions such as: what counts as personal data on Twitter and can it be anonymized? How may we inform Twitter users of an ongoing data collection? Is their informed consent necessary? This article reports practical insights on ethical, legal, and technical measures that we have adopted to scrape Twitter data and discusses some solutions that should be envisaged to make the task of compliance less daunting for academic researchers. The subject matter is relevant for any social computing research activity and, more in general, for all those that intend to gather data of EU social media users. [less ▲] Detailed reference viewed: 98 (4 UL) What if data protection embraced foresight and speculative design?Rossi, Arianna ; ; et alin DRS2022: Bilbao (2022) Due to rapid technological advancements and the growing “datafication” of our societies, individuals’ privacy constitutes an increasingly explored speculative space for regulators, researchers ... [more ▼] Due to rapid technological advancements and the growing “datafication” of our societies, individuals’ privacy constitutes an increasingly explored speculative space for regulators, researchers, practitioners, designers and artists. This article reports two experiences at a national and an international data protection authority (i.e., the Commission Nationale de l'Informatique et des Libertés - CNIL - and the European Data Protection Supervisor - EDPS - respectively), where foresight methods and speculative design are employed in policy-making with the goal of anticipating technological trends, their implications for society and their impact on regulations, as well as the effects of existing and upcoming laws on emerging technologies. Such initiatives can enhance strategic proactive abilities, raise public awareness of privacy issues and engender a participatory approach to the design of policies. They can also inspire the research, education and practice of legal design. [less ▲] Detailed reference viewed: 63 (5 UL) An (Un)Necessary Evil - Users’ (Un)Certainty about Smartphone App Permissions and Implications for Privacy EngineeringBongard, Kerstin ; ; Rossi, Arianna et alin 2022 7th IEEE European Symposium on Security and Privacy Workshops (EuroSPW) (2022) App permission requests are a control mechanism meant to help users oversee and safeguard access to data and resources on their smartphones. To decide whether to accept or deny such requests and make this ... [more ▼] App permission requests are a control mechanism meant to help users oversee and safeguard access to data and resources on their smartphones. To decide whether to accept or deny such requests and make this consent valid, users need to understand the underlying reasons and judge the relevance of disclosing data in line with their own use of an app. This study investigates people’s certainty about app permission requests via an online survey with 400 representative participants of the UK population. The results demonstrate that users are uncertain about the necessity of granting app permissions for about half of the tested permission requests. This implies substantial privacy risks, which are discussed in the paper, resulting in a call for user-protecting interventions by privacy engineers. [less ▲] Detailed reference viewed: 255 (20 UL) Cookie Banners, What’s the Purpose? Analyzing Cookie Banner Text Through a Legal Lens; Rossi, Arianna ; Sanchez Chamorro, Lorena et alin Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security (CCS '21) (2021, November 15) A cookie banner pops up when a user visits a website for the first time, requesting consent to the use of cookies and other trackers for a variety of purposes. Unlike prior work that has focused on ... [more ▼] A cookie banner pops up when a user visits a website for the first time, requesting consent to the use of cookies and other trackers for a variety of purposes. Unlike prior work that has focused on evaluating the user interface (UI) design of cookie banners, this paper presents an in-depth analysis of what cookie banners say to users to get their consent. We took an interdisciplinary approach to determining what cookie banners should say. Following the legal requirements of the ePrivacy Directive (ePD) and the General Data Protection Regulation (GDPR), we manually annotated around 400 cookie banners presented on the most popular English-speaking websites visited by users residing in the EU. We focused on analyzing the purposes of cookie banners and how these purposes were expressed (e.g., any misleading or vague language, any use of jargon). We found that 89% of cookie banners violated applicable laws. In particular, 61% of banners violated the purpose specificity requirement by mentioning vague purposes, including “user experience enhancement”. Further, 30% of banners used positive framing, breaching the freely given and informed consent requirements. Based on these findings, we provide recommendations that regulators can find useful. We also describe future research directions. [less ▲] Detailed reference viewed: 189 (24 UL) Which Properties has an Icon? A Critical Discussion on Evaluation Methods for Standardised Data Protection IconographyRossi, Arianna ; Lenzini, Gabriele ![]() in Proceedings of the 8th Workshop on Socio-Technical Aspects in Security and Trust (STAST) (2021) Following GDPR's Article12.7's proposal to use standardized icons to inform data subject in "an easily visible, intelligible and clearly legible manner," several icon sets have been developed. In this ... [more ▼] Following GDPR's Article12.7's proposal to use standardized icons to inform data subject in "an easily visible, intelligible and clearly legible manner," several icon sets have been developed. In this paper, we firstly critically review some of those proposals. We then examine the properties that icons and icon sets should arguably fulfill according to Art.12's transparency provisions. Lastly, we discuss metrics and evaluation procedures to measure compliance with the Article. [less ▲] Detailed reference viewed: 299 (30 UL) Proactive Legal Design for Health Data Sharing based on Smart ContractsRossi, Arianna ; in Corrales Compagnucci, Marcelo; Fenwick, Mark; Wrbka, Stefan (Eds.) Smart Contracts. Technological, Business and Legal Perspectives (2021) Detailed reference viewed: 106 (14 UL) Back to the Future with Icons and Images: "Low-Tech" to Communicate and Protect Privacy and DataBotes, Wilhelmina Maria ; Rossi, Arianna ![]() in Ducato, Rossana; Strowel, Alain (Eds.) Legal Design Perspectives. Theoretical and Practical Insights from the Field (2021) Detailed reference viewed: 111 (7 UL) Visualisation Techniques for Consent: Finding Common Ground in Comic Art with Indigenous PopulationsBotes, Wilhelmina Maria ; Rossi, Arianna ![]() in 2021 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (2021) With emerging technologies such as genome research and the digitization of health records comes the need for new models of informed consent. In this climate of innovation people are often prone to explore ... [more ▼] With emerging technologies such as genome research and the digitization of health records comes the need for new models of informed consent. In this climate of innovation people are often prone to explore the latest technological advancement as possible solutions, including for informed consent. In this paper, we present the design and evaluation of a so-called low-tech informed consent solution that was designed specifically for the informational and cultural needs of a vulnerable indigenous population, i.e., the San of South Africa. This low-tech solution took the form of a comic and, although it could enhance understanding and identification, the costs and labour intensity of comic design and the deriving limitations on its scalability should be critically considered in the light of a digitised and more standardized solution. [less ▲] Detailed reference viewed: 270 (6 UL) "I am definitely manipulated, even when I am aware of it. It’s ridiculous!" - Dark Patterns from the End-User PerspectiveBongard-Blanchy, Kerstin ; Rossi, Arianna ; Rivas, Salvador et alin Proceedings of ACM DIS Conference on Designing Interactive Systems (2021) Online services pervasively employ manipulative designs (i.e., dark patterns) to influence users to purchase goods and subscriptions, spend more time on-site, or mindlessly accept the harvesting of their ... [more ▼] Online services pervasively employ manipulative designs (i.e., dark patterns) to influence users to purchase goods and subscriptions, spend more time on-site, or mindlessly accept the harvesting of their personal data. To protect users from the lure of such designs, we asked: are users aware of the presence of dark patterns? If so, are they able to resist them? By surveying 406 individuals, we found that they are generally aware of the influence that manipulative designs can exert on their online behaviour. However, being aware does not equip users with the ability to oppose such influence. We further find that respondents, especially younger ones, often recognise the "darkness" of certain designs, but remain unsure of the actual harm they may suffer. Finally, we discuss a set of interventions (e.g., bright patterns, design frictions, training games, applications to expedite legal enforcement) in the light of our findings. [less ▲] Detailed reference viewed: 398 (34 UL) All in one stroke? Intervention Spaces for Dark PatternsRossi, Arianna ; Bongard, Kerstin ![]() E-print/Working paper (2021) This position paper draws from the complexity of dark patterns to develop arguments for differentiated interventions. We propose a matrix of interventions with a \textit{measure axis} (from user-directed ... [more ▼] This position paper draws from the complexity of dark patterns to develop arguments for differentiated interventions. We propose a matrix of interventions with a \textit{measure axis} (from user-directed to environment-directed) and a \textit{scope axis} (from general to specific). We furthermore discuss a set of interventions situated in different fields of the intervention spaces. The discussions at the 2021 CHI workshop "What can CHI do about dark patterns?" should help hone the matrix structure and fill its fields with specific intervention proposals. [less ▲] Detailed reference viewed: 253 (10 UL) Transparency by Design in Data-Informed Research: a Collection of Information Design PatternsRossi, Arianna ; Lenzini, Gabriele ![]() in Computer Law & Security Review (2020), 37(105402), Oftentimes information disclosures describing personal data-gathering research activities are so poorly designed that participants fail to be informed and blindly agree to the terms, without grasping the ... [more ▼] Oftentimes information disclosures describing personal data-gathering research activities are so poorly designed that participants fail to be informed and blindly agree to the terms, without grasping the rights they can exercise and the risks derived from their cooperation. To respond to the challenge, this article presents a series of operational strategies for transparent communication in line with legal-ethical requirements. These "transparency-enhancing design patterns" can be implemented by data controllers/researchers to maximize the clarity, navigability, and noticeability of the information provided and ultimately empower data subjects/research subjects to appreciate and determine the permissible use of their data. [less ▲] Detailed reference viewed: 417 (45 UL) Can Visual Design Provide Legal Transparency? The Challenges for Successful Implementation of Icons for Data ProtectionRossi, Arianna ; in Design Issues (2020), 36(3), 82-96 Design is a key player in the future of data privacy and data protection. The General Data Protection Regulation (GDPR) established by the European Union aims to rebalance the information asymmetry ... [more ▼] Design is a key player in the future of data privacy and data protection. The General Data Protection Regulation (GDPR) established by the European Union aims to rebalance the information asymmetry between the organizations that process personal data and the individuals to which that data refers. Machine-readable, standardized icons that present a “meaningful overview of the intended processing” are suggested by the law as a tool to enhance the transparency of information addressed to data subjects. However, no specific guidelines have been provided, and studies on privacy iconography are very few. This article describes research conducted on the creation and evaluation of icons representing data protection concepts. First, we introduce the methodology used to design the Data Protection Icon Set (DaPIS): participatory design methods combined with legal ontologies and machine-readable representations. Second, we discuss some of the challenges that have been faced in the development and evaluation of DaPIS and similar icon sets. Third, we provide some tentative responses and indicate a way forward for evaluation of the effectiveness of privacy icons and their widespread adoption. [less ▲] Detailed reference viewed: 510 (12 UL) |
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