Context-Enabled Visualization Strategies for Automation Enabled Human-in-the-loop Inspection Systems to Enhance the Situation Awareness of Windstorm Risk Engineers

Insurance loss prevention survey, specifically windstorm risk inspection survey is the process of investigating potential damages associated with a building or structure in the event of an extreme weather condition such as a hurricane or tornado. Traditionally, the risk inspection process is highly subjective and depends on the skills of the engineer performing it. This dissertation investigates the sensemaking process of risk engineers while performing risk inspection with special focus on various factors influencing it. This research then investigates how context-based visualizations strategies enhance the situation awareness and performance of windstorm risk engineers. An initial study investigated the sensemaking process and situation awareness requirements of the windstorm risk engineers. The data frame theory of sensemaking was used as the framework to carry out this study. Ten windstorm risk engineers were interviewed, and the data collected were analyzed following an inductive thematic approach. The themes emerged from the data explained the sensemaking process of risk engineers, the process of making sense of contradicting information, importance of their experience level, internal and external biases influencing the inspection process, difficulty developing mental models, and potential technology interventions. More recently human in the loop systems such as drones have been used to improve the efficiency of windstorm risk inspection. This study provides recommendations to guide the design of such systems to support the sensemaking process and situation awareness of windstorm visual risk inspection. The second study investigated the effect of context-based visualization strategies to enhance the situation awareness of the windstorm risk engineers. More specifically, the study investigated how different types of information contribute towards the three levels of situation awareness. Following a between subjects study design 65 civil/construction engineering students completed this study. A checklist based and predictive display based decision aids were tested and found to be effective in supporting the situation awareness requirements as well as performance of windstorm risk engineers. However, the predictive display only helped with certain tasks like understanding the interaction among different components on the rooftop. For remaining tasks, checklist alone was sufficient. Moreover, the decision aids did not place any additional cognitive demand on the participants. This study helped us understand the advantages and disadvantages of the decision aids tested. The final study evaluated the transfer of training effect of the checklist and predictive display based decision aids. After one week of the previous study, participants completed a follow-up study without any decision aids. The performance and situation awareness of participants in the checklist and predictive display group did not change significantly from first trial to second trial. However, the performance and situation awareness of participants in the control condition improved significantly in the second trial. They attributed this to their exposure to SAGAT questionnaire in the first study. They knew what issues to look for and what tasks need to be completed in the simulation. The confounding effect of SAGAT questionnaires needs to be studied in future research efforts

Dramatistic User Experience Design: The Usability Testing of an e-Government System in A Non-Western Setting

This dissertation investigates rhetorical situatedness as a factor that culturally designates users’ motives in adopting a new technology. The application of Kenneth Burke’s dramatism extends the discussion about the situation where an interaction takes place to include acting and meaning-making in Non-Western settings as contextual and situated. This expansion is essential to reinforce the understanding of how cultural contexts impact users’ motives, specifically users from Non-Western settings, to adopt a technology. The traditional Human-Computer Interaction (HCI) research stresses mechanical and technical aspects between a user (agent) and a technology device (agency) in order to reduce user errors. This approach isolates the rhetorical situation of interaction in a computer interface, thus eliding the cultural situatedness by regarding the situation as something fixed, such as in a laboratory. Adding a cultural context provides a fuller picture of this interaction. Using a civic records online system called e-Lampid, which is administered by Surabaya City Government in Indonesia as a case study, I discover five elements of situatedness that contribute significantly to weave acting and meaning-making into a culturally informed interaction. User motives are shaped by internal and external situations that are collective, local, and both onsite and off. Dramatism is a tool for analysis and production that prioritizes cultural awareness. Dramatistic User Experience (UX) design offers analytical, comprehensive, and systematic perspectives on the design process. Dramatistic UX integrates three different approaches: usability testing, rhetorical awareness of situations, and needs analysis. The synergy of dramatism, user experience, and design thinking provides a holistic approach to construct a rhetorically grounded and culturally contingent user experience design

A context-based building security alarm through power and sensors analysis

Proceedings of the 7th DACH+ Conference on Energy InformaticsThe great technology advance over the last few years has led to a great increase in the quantity and availability of information. Having the means to obtain the required information, the main challenge is to make the best use of such information, by extracting as much knowledge as possible. The building security management process is no exception. With the emergence of IoT and the mature approach of SCADA, it is possible to guarantee a higher level of security, by analyzing the data that they are able to provide. However, a careful analysis is required to make the system able to correctly distinguish a normal situation from an undesired one. A given situation can be normal in a given context but reason for alarm in another. For this purpose, this paper presents a building security alarm enhanced with context-awareness which allows it to correctly identify an undesired situation in a given context.This work has received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 641794 (project DREAM-GO) and from FEDER Funds through COMPETE program and from National Funds through FCT under the project UID/EEA/00760/2013.info:eu-repo/semantics/publishedVersio

A software development framework for context-aware systems

The beginning of the new century has been characterised by the miniaturisation and accessibility of electronics, which has enabled its widespread usage around the world. This technological background is progressively materialising the future of the remainder of the century, where industry-based societies have been moving towards information-based societies. Information from users and their environment is now pervasively available, and many new research areas have born in order to shape the potential of such advancements. Particularly, context-aware computing is at the core of many areas such as Intelligent Environments, Ambient Intelligence, Ambient Assisted Living or Pervasive Computing. Embedding contextual awareness into computers promises a fundamental enhancement in the interaction between computers and humans. While traditional computers require explicit commands in order to operate, contextually aware computers could also use information from the background and the users to provide services according to the situation. But embedding this contextual awareness has many unresolved challenges. The area of context-aware computing has attracted the interest of many researchers that have presented different approaches to solve particular aspects on the implementation of this technology. The great corpus of research in this direction indicates that context-aware systems have different requirements than those of traditional computing. Approaches for developing context-aware systems are typically scattered or do not present compatibility with other approaches. Existing techniques for creating context-aware systems also do not focus on covering all the different stages of a typical software development life-cycle. The contribution of this thesis is towards the foundation layers of a more holistic approach, that tries to facilitate further research on the best techniques for developing these kinds of systems. The approach presents a framework to support the development not only with methodologies, but with open-source tools that facilitate the implementation of context-aware systems in mobile and stationary platforms

Distributed collaborative context-aware content-centric workflow management for mobile devices

Ubiquitous mobile devices have become a necessity in today’s society, opening new opportunities for interaction and collaboration between geographically distributed people. With the increased use of mobile phones, people can collaborate while on the move. Collaborators expect technologies that would enhance their teamwork and respond to their individual needs. Workflow is a widely used technology that supports collaboration and can be adapted for a variety of collaborative scenarios. Although the originally computer-based workflow technology has expanded also on mobile devices, there are still research challenges in the development of user-focused device-oriented collaborative workflows. As opposed to desktop computers, mobile devices provide a different, more personalised user experience and are carried by their owners everywhere. Mobile devices can capture user context and behave as digitalised user complements. By integrating context awareness into the workflow technology, workflow decisions can be based on local, context information and therefore, be more adapted to individual collaborators’ circumstances and expectations. Knowing the current context of collaborators and their mobile devices is useful, especially in mobile peer-topeer collaboration where the workflow process execution can be driven by devices according to the situation. In mobile collaboration, team workers share pictures, videos, or other content. Monitoring and exchanging the information on the current state of the content processed on devices can enhance the overall workflow execution. As mobile devices in peer-to-peer collaboration are not aware of a global workflow state, the content state information can be used to communicate progress among collaborators. However, there is still a lack of integrating content lifecycles in process-oriented workflows. The aim of this research was therefore to investigate how workflow technology can be adapted for mobile peer-to-peer collaboration, in particular, how the level of context awareness in mobile collaborative workflows can be increased and how the extra content lifecycle management support can be integrated. The collaborative workflow technology has been adapted for mobile peerto- peer collaboration by integrating context and content awareness. In the first place, a workflow-specific context management approach has been developed that allows defining workflow-specific context models and supports the integration of context models with collaborative workflows. Workflow process has been adapted to make decisions based on context information. Secondly, extra content management support has been added to the workflow technology. A representation for content lifecycles has been designed, and content lifecycles have been integrated with the workflow process. In this thesis, the MobWEL workflow approach is introduced. The Mob- WEL workflow approach allows defining, managing and executing mobile context-aware content-centric workflows. MobWEL is a workflow execution language that extends BPEL, using constructs from existing workflow approaches, Context4BPEL and BPELlight, and adopting elements from the BALSA workflow model. The MobWEL workflow management approach is a technology-based solution that has been designed to provide workflow management support to a specific class of mobile applications

Interdisciplinary education in the context of protection of water resources: A case study in Vietnam

The incorporation of interdisciplinary education, a topic of significant global interest, is increasingly being recognized as a key aspect of educational innovation in Vietnam. This recognition extends to several fields, including STEM (Science, Technology, Engineering, and Mathematics) education.This research aims to design and implement a STEM situation associated with the context of water protection in Vietnam for 10th-grade students in which students mobilize the knowledge of Physics (specific gravity, Archimedes' principle) and Mathematics (volume) to design a salinometer. This device measures the salinity of the water. The research methodology is based on the observed increase in saline levels in the coastal regions of Vietnam in recent years, which has had a substantial impact on agriculture and the livelihoods of millions of people. This methodology aims to provide realistic scenarios for students to address and resolve these problems. A total of forty students in the 10th grade were involved in a teaching situation that consisted of five distinct phases. Forty 10th-grade students participated in a teaching situation conducted in five phases. The results showed that the situation helped students strengthen and connect their physics and mathematics knowledge, create a vibrant learning atmosphere, enhance communication, and develop problem-solving competency. Furthermore, the teaching situation also needs to be revised regarding the measurement practices of Vietnamese students. The situation contributes to educating students' awareness of current events, protecting Vietnamese water resources, and the importance of sustainable development. In addition, we can use the same teaching process as in this research to develop other STEM teaching situations

Self-organized Data Ecologies for Pervasive Situation-Aware Services: the Knowledge Networks Approach

Pervasive computing services exploit information about the physical world both to adapt their own behavior in a context-aware way and to deliver to users enhanced means of interaction with their surrounding environment. The technology to acquire digital information about the physical world is increasingly available, making services at risk of being overwhelmed by such growing amounts of data. This calls for novel approaches to represent and automatically organize, aggregate, and prune such growing amounts of data before delivering it to services. In particular, individual data items should form a sort of self-organized ecology in which, by linking and combining with each other into sorts of “knowledge networks”, they can be able to provide to services compact and easy to be managed higher-level knowledge about situations occurring in the environment. In this context, the contribution of this paper is twofold. First, with the help of a simple case study, we motivate the need to evolve from models of “context-awareness” towards models of “situation-awareness” via proper self-organized “knowledge networks” tools, and introduce a general reference architecture for knowledge networks. Second, we describe the design and implementation of a knowledge network toolkit we have developed, and exemplify algorithms for knowledge self-organization integrated within it. Open issues and future research directions are also discussed

Current Trends in Small Unmanned Aircraft Systems: Implications for U.S. Special Operations Forces

This paper assesses current trends in small unmanned aircraft systems (sUAS) technology and its applications to the Special Operations Forces (SOF) community. Of critical concern to SOF is that commercial-off-the-shelf (COTS) sUAS technologies are relatively inexpensive, improving at a dramatic rate, and widely available throughout the world. Insurgents, terrorists, violent extremist organizations (VEOs) and other nefarious actors have used COTS sUAS to conduct offensive attacks as well as to develop battlefield situation awareness; these technological improvements combined with their widespread availability will require enhanced and rapidly adaptive counter-sUAS measures in the future. To understand the most current trends in the unmanned aircraft systems (UAS) technology and their applicability to SOF, this paper analyzes the definition and classification of sUAS, their major applications, and characteristics. In the military context, UAS are principally used for intelligence, surveillance, and reconnaissance (ISR), border security, counterinsurgency, attack and strike, target identification and designation, communications relay, electronic attack, remote sensing, and aerial mapping. As technology improves, smaller versions of sUAS will be used by both friendly operators and maligned actors (insurgents, terrorists, VEOs, nation states) as force multipliers for military operations. As armed forces around the world continue to invest in research and development of sUAS technologies, there will be tremendous potential to revolutionize warfare, particularly in context of special operations. Consequently, the use of sUAS technology by SOF is likely to escalate over the next decade, as is the likelihood of sUAS countermeasures due to the availability of the technology within nefarious organizations

Mit i oralność w świetle diagnoz kryzysu kultury nowoczesnej

A category of secondary orality appeared in debate over the condition of contemporary culture by dint of Walter Jackson Ong’s research on influence of technology of word over an awareness of western man. Its concept designates a specific type of communicational situation, which is created by a twentieth-century ways of transmission of informations, like radio, television, telephone and another electronic voice-devices. In Ong’s works the perspective of secondary orality functions in context of the model of Greek culture, which preceded a beginning of the characterstic type of mentality, connected with the interiorization of script. The original oral awareness was dipped in world of mythical stories, which was created a cultural identity by dint of the acts of memorization and oral transmission of poetic experience. Analogies and differences between secondary and primary orality tease to ask about function and understanding the category of myth in perspective the first of them, which didn't appear in Ong’s works. A response to this question must connect with consideration of understanding the myth in contemporary reflection about the culture and with a search of symptoms of its presence in middle-class and consumerist societies, in which have appeared the technology of secondary orality. In my paper I'd like to try to recreate this elements of cultural background of contemporariness, which relate the age of twentieth-century orality to its ancient mythical grounding but equally indulge in transformations by dint of evolution of human condition in western cultur