The concept of human-computer integration (HInt) is entering a new evolutionary phase, that leads to a paradigm shift from interaction to the integration of computing devices with the human body (Farooq & Grudin, 2017). This embodied integration, where a computer tightly integrates with the human body (Mueller, Maes & Grudin, 2019), engages the human being in mutual give-and-take relationships with computational systems. The paradigm shift in human-computer integration might have more to do with ‘becoming-in-the-world’ (Shildrick, 2022) than with ‘being-in-the-world’ requires a rethinking in the philosophy on the human body and its technological intertwining. Our research project starts from the belief that new insight and meanings on bodily understanding in the context of Human-Computer Integration can only be achieved through a creative and artistic exploration of the ‘lived experience’ of disabled bodies. In this project, research activities will be grounded in feminist philosophy and performed into the context of disability, yet the methodological approach of exploring the ‘felt sense’ and ‘kinaesthetics’ of the disability materiality takes place through performative design practice at the intersection of the HCI-related research fields of Soma Design (Höök, 2018) and Somaesthetics (Shusterman, 2008), as well as artistic disciplines, such as Musicology and Music Therapy, Dance and Dance Movement Therapy, Disability Arts and Critical Disability Studies. This paper starts with an explanation of the current research situation, and then provides background information on the different schools of thought that are present in the project. It continues with describing the research goals, methods, and research questions. The final part of the paper consists of an overview of three preliminary studies which explore human-computer relationships through the combination of performative practice and cyber-physical demonstrators, created by bachelor-students ‘Communication and Multimedia Design’ at Amsterdam University of Applied Sciences in The Netherlands and master-students ‘Web, Communication, and Information Systems’ at the Fachhochschule Kufstein in Austria. The takeaway message of this paper is that to advance our understandings of human-computer integration, we must consider a perspectivist viewpoint to develop alternative ways for exploring the bodily complexities of human-computer integration. We further argue that disability can be a catalyst for innovation and life-changing design in health and well-being, as it automatically emphasises the need for engaging with ‘being human’ in the context of the human-computer relationship. This PhD-project is productively looking for new forms of studying the context of disability, to unveil, excavate and expose knowledge for human- computer integration (HInt) that would otherwise be overlooked in the HCI-community.
DOCUMENT
This paper explores the intersection of Human-Comput- er Integration (HInt) and Critical Disability Studies (CDS) to explore how a posthumanistic epistemology in design can produce knowledge and know-how for the application do- mains of Health and Well-being. To use disability as a catalyst for innovation, a rethinking in the philosophy of sciences is necessary to establish knowledge production that emerges from new fluid politics that operate in ‘composition’ instead of ‘organization’. By placing an emphasis on nomadic practic- es that move beyond fixed borders, the encounters between Disability Studies or Human-Computer Integration can pro- duce situated, embodied and contingent design knowledge that study deviant and complex embodiment, and the kinds of alterations of human characteristics and abilities through technology. The first section of this paper explores the re- thinking in the philosophy of sciences. The second section ar- gues for a posthumanistic epistemology in design, which can be seen as the perfect way to produce situated, embodied and contingent design knowledge on the intersection of HInt and CDS. The final section of this paper highlights the poten- tial for the disciplines of Somatechnics and Soma Design to engage in each other’s body of knowledge to produce trans- formative knowledge through a shared focus on deviant em- bodiment and disability. The takeaway message of this paper is that the intersection of HInt and CDS potentially leads to new – otherwise overlooked - insights on the human-technol- ogy relationship, and therefore can take part in the historical strive for man-machine symbiosis. The posthumanist episte- mology allows for alternative ways of thinking that move be- yond the current Humanist perspective, and builds on a plu- ral, relational and expansive foundation for the development of design practices that catalyze innovation in the application domains of Health and Well-being.
DOCUMENT
The objective of this study was to determine if a 3-dimensional computer vision automatic locomotion scoring (3D-ALS) method was able to outperform human observers for classifying cows as lame or nonlame and for detecting cows affected and nonaffected by specific type(s) of hoof lesion. Data collection was carried out in 2 experimental sessions (5 months apart).
MULTIFILE
Prompt and timely response to incoming cyber-attacks and incidents is a core requirement for business continuity and safe operations for organizations operating at all levels (commercial, governmental, military). The effectiveness of these measures is significantly limited (and oftentimes defeated altogether) by the inefficiency of the attack identification and response process which is, effectively, a show-stopper for all attack prevention and reaction activities. The cognitive-intensive, human-driven alarm analysis procedures currently employed by Security Operation Centres are made ineffective (as opposed to only inefficient) by the sheer amount of alarm data produced, and the lack of mechanisms to automatically and soundly evaluate the arriving evidence to build operable risk-based metrics for incident response. This project will build foundational technologies to achieve Security Response Centres (SRC) based on three key components: (1) risk-based systems for alarm prioritization, (2) real-time, human-centric procedures for alarm operationalization, and (3) technology integration in response operations. In doing so, SeReNity will develop new techniques, methods, and systems at the intersection of the Design and Defence domains to deliver operable and accurate procedures for efficient incident response. To achieve this, this project will develop semantically and contextually rich alarm data to inform risk-based metrics on the mounting evidence of incoming cyber-attacks (as opposed to firing an alarm for each match of an IDS signature). SeReNity will achieve this by means of advanced techniques from machine learning and information mining and extraction, to identify attack patterns in the network traffic, and automatically identify threat types. Importantly, SeReNity will develop new mechanisms and interfaces to present the gathered evidence to SRC operators dynamically, and based on the specific threat (type) identified by the underlying technology. To achieve this, this project unifies Dutch excellence in intrusion detection, threat intelligence, and human-computer interaction with an industry-leading partner operating in the market of tailored solutions for Security Monitoring.
