Search results for "järjestelmäsuunnittelu"
showing 10 items of 24 documents
A quick review of ethics, design thinking, gender, and AI development
2022
Ethics, artificial intelligence (AI), and design thinking are current buzz words. The threat of bias-riddled machine learning algorithms is represented media-wide. Research and development initiatives are endeavoring to ‘translate’ ethics into processes and machine logic and design thinking as a method is adopted to gauge the interests and values of a vast range of stakeholders. Gender, its framing, reflection, and critical evaluation in relation to design thinking as a means for developing ethical AI appear to be less represented in scholarly discourse. Against a background of critical theory and gender studies that describe and problematize gender, its construction and norms in socio-tech…
AI Ethics - Critical Reflections on Embedding Ethical Frameworks in AI Technology
2021
Embedding ethical frameworks in artificial intelligence (AI) technologies has been a popular topic for academic research for the past decade [1, 2, 3, 4, 5, 6, 7]. The approaches of the studies differ in how AI technology, ethics, role of technical artefacts and socio-technical aspects of AI are perceived. In addition, most studies define insufficiently what the connection between the process of embedding ethical frameworks to AI technology and the larger framework of AI ethics is. These deficiencies have caused that the concept of AI ethics and the construct of embedding ethical parameters into AI are used in an ambiguous, rather than in a complementary manner. One reason for the ambiguity…
Human Research in Technology Design
2021
Modern technology design processes in intelligent societies are different from the classic electromechanical technology design processes. Future technology design must be based as much on human research as on natural scientific thinking. Today one can find technologies such as social media applications which are created with minimal technical effort. Thus, understanding the human dimension of technologies is becoming much more important today than in the time of electromechanical technologies. The change in focus motivates to pay attention to the foundational differences between natural science and human research in technology design. The differences between the two traditions have been dis…
Evaluating End-user Support : Validating the Use of Multiple Media in a CSCW Application
2006
Human-centred views on information systems are gaining more and more attention in IS community. The need to evaluate information systems from such a perspective is thus evident. In this paper, we exploit our earlier developed theoretical framework for evaluating end-user support in information systems, and demonstrate its usage in validating the use of multiple communication and collaboration media in a CSCW application. The evaluation is performed in terms of user perception in ISD process, users’ role in organizational information processing, and users’ behavioural nuances. Our study shows that a context specific theoretical framework is useful in validating the empirical results of syste…
Social welfare professionals willing to participate in client information system development - Results from a large cross-sectional survey.
2021
Human-centered design methods should be implemented throughout the client information system (CIS) development process to understand social welfare professionals’ needs, tasks, and contexts of use. The aim of this study was to examine Finnish social welfare professionals’ experiences of participating in CIS development. A national cross-sectional web-based survey on the CIS experiences of social welfare professionals (1145 respondents) was conducted in Finland in spring 2019. This study focused on statements concerning the experiences of end users with CIS development and participation. The results are reported by professional and age groups. Half (50%) of the 1145 respondents had participa…
Cognitive Mimetics for AI Ethics : Tacit Knowledge, Action Ontologies and Problem Restructuring
2020
Ethics and ethical information processing are an important problem for AI development. It is important for self-evident reasons, but also challenging in its’ implications and should be welcomed by designers and developers as an interesting technical challenge. This article explores AI ethics as a design problem and lays out how cognitive mimetics could be used a method for its design. AI ethics is conceptualized as a problem of implementation on the one hand, and as a problem of ethical contents on the other. From the viewpoint of human information processing, ethics becomes a special case of ethical information processing - one that has deep implications in terms of AI abilities and inform…
Towards Practical Cybersecurity Mapping of STRIDE and CWE — a Multi-perspective Approach
2021
Software vulnerabilities are identified during their whole life-cycle; some vulnerabilities may be caused by flaws on the design while other appear due to advances on the technologies around the systems. Frameworks such as OWASP are well- known and are used for testing a systems security before or after implementation, and such testing is carried out against the existing system. Threat modeling however focuses on the early stages of the system design when it is feasible and easy to fix security-related flaws and prevent possible damage caused by them. For example, STRIDE is one very popular threat modeling framework. A STRIDE threat modelling specialist deals with abstract categorizations o…
How Do Software Companies Deal with Artificial Intelligence Ethics? : A Gap Analysis
2022
The public and academic discussion on Artificial Intelligence (AI) ethics is accelerating and the general public is becoming more aware AI ethics issues such as data privacy in these systems. To guide ethical development of AI systems, governmental and institutional actors, as well as companies, have drafted various guidelines for ethical AI. Though these guidelines are becoming increasingly common, they have been criticized for a lack of impact on industrial practice. There seems to be a gap between research and practice in the area, though its exact nature remains unknown. In this paper, we present a gap analysis of the current state of the art by comparing practices of 39 companies that …
Towards a Great Design of Conceptual Modelling
2020
Humankind faces a most crucial mission; we must endeavour, on a global scale, to restore and improve our natural and social environments. This is a big challenge for global information systems development and for their modelling. In this paper, we discuss on different aspects of conceptual modelling in global environmental context. The paper is the summary of the panel session “The Future of Conceptual Modelling” in the 29th International Conference on Information Modelling and Knowledge Bases. peerReviewed
Development of an Agile Requirements Risk Prioritization Method : A Design Science Research Study
2023
The practice of information systems development (ISD) has changed during the past two decades from very structured approaches to agile ISD methods. However, many methods available for managing requirements-related risks in the literature follow the structured way of doing ISD. If any, few methods offer solutions to prioritize requirements risks for agile ISD projects based on recognizing requirements-related risks and patterns to mitigate these. To fill this gap in the literature, we apply the design science research methodology to develop an agile requirements risk prioritization method together with industry experts (n=54) in Finland and New Zealand in a multi-year study. The method was d…