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International IEEE Conference on Signal-Image Technologies and Internet-Based System

作者： Kantapat Kwansomkid Hataichanok Pankaew Thaweesak Yingthawornsuk Department of Media Technology School of Architecture and Design King Mongkut’s University of Technology Thonburi (KMUTT) Bangkok Thailand

This research uses deep learning techniques to create a highly accurate model for identifying audio recordings, with an emphasis on female speakers and their mental health difficulties. Based on gender, the audio recordings are categorized into three categories: Remitted, Depressed and High-risk for suicide. We studied and compared different deep learning algorithms in depth. Neural networks include 1D and 2D Convolutional Neural Networks (CNNs), Support Vector Machines (SVMs), and Recurrent Neural Networks with Long Short-Term Memory (RNN-LSTM). Specifically, between Remitted vs. Depressed and Remitted vs. High risk for suicide, utilizing 45-second and 2 -minute speech segmented data, respectively. In this category, the CNN1D model achieved an accuracy of 0.92 and 0.98, accompanied by robust precision-recall scores of $0.92-0.98$ and $0.92-0.98$, respectively. The CNN2D model performed even better with an accuracy of 0.95 and 0.99, along with equally commendable robust precision-recall scores of $0.95-0.99$ and $0.95-0.99$, respectively. However, the LSTM model struggled in this category, managing only an accuracy of 0.98 and 0.95 with a precision of 0.89 and 0.85 and a recall of 0.89 and 0.85. Conversely, the SVM model excelled with an accuracy of 0.83 and 0.98, boasting a precision of 0.93 and 0.95 and a recall of 0.93 and 0.97. All precision and recall accuracy of the model were calculated from each number of FN and FP. We are excited to publish our findings and hope to make a substantial contribution to the knowledge and treatment of female depression. We are glad to provide the outcomes of our study.

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Liquefaction performances of the mixture of paper fibre and LDPE in subcritical water 4

Liquefaction performances of the mixture of paper fibre and ...

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2021 4th International Symposium on Hydrogen Energy and Energy Technologies, HEET 2021

作者： Guan, Chunxing Wang, Ying Zong, Xiuyu Zhang, Pu Hui, Fan Gong, Hao Wang, Yuzhen Shaanxi Modern Architecture Design And Research Institute Shaanxi Xi'an710021 China Faculty Of Printing Packaging Engineering And Digital Media Technology Xi'an University Of Technology Shaanxi Xi'an710048 China

The waste Tetra pack impose a great pressure on environment. In this paper, we use hydrothermal liquefaction technique to convert it into valuable crude oil. The paper fibre and LDPE were studied in supercritical water at 420 °C, 25 MPa and residence time of 30 min. Effect of paper fibre: LDPE on the crude oil yield, components distribution and high heat value were investigated in depth. Results showed that maximum crude oil yield of 27.33 wt% was obtained at paper fibre to LDPE of 8:2, minimum O/C of 0.094 was obtained at paper fibre to LDPE of 5:5, which reflect that HTL of paper fibre and LDPE had a synergetic effect. And the highest high heat value of the crude oil reach 37.7 MJ/kg at the ratio of 5:5•The CH radicals produced from LDPE chain can promote the hydrogenation reaction that then decrease the production of oxygen-containing groups, and also the broken of C-C bond in lignin will be accelerate, which increased the diesel (C16-C47) compound. © Published under licence by IOP Publishing Ltd.

关键词： Fibers

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Co-design of virtual reality exergames for balance rehabilitation

Co-design of virtual reality exergames for balance rehabilit...

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2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2025

作者： Henriksen, Signe Toftgaard Adjorlu, Ali Serafin, Stefania Onofrei, Marius George Fontana, Federico Søndergaard, Kasper Aalborg University Department of Architecture Design and Media Technology Copenhagen Denmark University of Udine Department of Mathematics Computer Science and Physics Udine Italy University Hospital Herlev and Gentofte Department of Occupational and Physical Therapy Hellerup Denmark

ISBN: (纸本)9798331514846

Balance disorders, particularly in the elderly population, pose a significant public health challenge due to the associated risk of falls. Exercise-based therapies are effective for reducing this risk but face limitations like cost, accessibility, and sustaining patient engagement. By enabling personalized rehabilitation through engaging exergames, Virtual Reality (VR) offers a promising, cost-effective solution. This paper presents the collaborative design and preliminary evaluation of two VR-based games targeting specific balance skills. Developed in collaboration with a physiotherapist with extensive experience with patients with balance disorders, the games align with a rehabilitation protocol used by the therapist that categorizes training based on individual balance skills. Inspired by traditional physiotherapy exercises, the gameplay aims to train the same skills. Six health professionals agreed on the games' therapeutic potential, while recommending improvements in usability, difficulty adjustment and monitoring of patient progress. © 2025 IEEE.

关键词： Patient monitoring

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Current Status of Seismic Performance Research on Bamboo Construction and its Prospective Applications in Thailand 9

Current Status of Seismic Performance Research on Bamboo Con...

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Joint 9th International Conference on Digital Arts, media and technology with 7th ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering, ECTI DAMT and NCON 2024

作者： Liu, Jiaxing Rong, Wei Putra, I Nyoman Gede Maha Tah, Joseph Hansapinyo, Chayanon Khamaksorn, Achara Chiang Mai University College of Arts Media and Technology Chiang Mai Thailand Universitas Warmadewa Architecture Department Bali Denpasar Indonesia University Oxford Faculty of Technology Design and Environment Oxford Brookes United Kingdom Chiang Mai University Center of Excellence in Natural Disaster Management Department of Civil Engineering Chiang Mai Thailand

ISBN: (纸本)9798350318241

The purpose of this conference paper is to reveal the current state of seismic performance research on bamboo structural buildings based on a systematic literature review. The significant contribution by China to this domain is highlighted and the scarcity of knowledge management tools in the research of seismic performance for bamboo construction is emphasised. It is demonstrated that the most of the studies are of reconstituted bamboo, while there is relatively little research on raw bamboo. Although these studies unquestionably offer valuable references for establishing seismic standards for bamboo construction consistent with the Thai region, it is important to also consider the native resource conditions of Thailand. It is suggested in this paper that future research endeavours should involve the use of indigenous Thai bamboo materials for a deeper investigation, and that the SNA theory should be applied in order to pinpoint and assimilate expert knowledge within the realm of bamboo construction. © 2024 IEEE.

关键词： Knowledge management

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A research infrastructure for generating and sharing diversity-aware data 2

A research infrastructure for generating and sharing diversi...

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Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI-WS 2023

作者： Busso, Matteo Abente Acosta, Ronald Chenu de Götzen, Amalia Department of Information Engineering and Computer Science University of Trento Via Sommarive 9 Trento30123 Italy Department of Architecture Design and Media Technology Aalborg University A. C. Meyers Vænge 15 København2450 Denmark

The intensive flow of personal data associated with the trend of computerizing aspects of people’s diversity in their daily lives is associated with issues concerning not only people protection and their trust in new technologies, but also bias in the analysis of data and problems in their management and reuse. Faced with a complex problem, the strategies adopted, including technologies and services, often focus on individual aspects, which are difficult to integrate into a broader framework, which can be of effective support for researchers and developers. Therefore, we argue for the development of an end-to-end research infrastructure (RI) that enables trustworthy diversity-aware data within a citizen science community. © 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).

关键词： Data privacy

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Tectonics of human well-being: describing architecture in terms of constructed spatial gestures and their impact

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architecture, Structures and Construction 2022年第4期2卷 599-612页

作者： Sántha, Eszter Hvejsel, Marie Frier Entwistle, Johanne Mose Krämer Department of Architecture Design and Media Technology Aalborg University Aalborg Denmark AART architects Aarhus Denmark

Understanding the long-term consequences of architecture on human well-being is essential to inform the underexposed social dimension of sustainability. In this context, architects are generally required to maximize the spatial capacities of architecture towards enhanced social quality and value. Consequently, we need to improve our methods for describing the impact of architecture across disciplines. It is our hypothesis, that tectonic theory provides a potential framework towards such interdisciplinary description by implying a critical discussion of the interrelations between architecture’s impact on people’s well-being by means of spatial gestures and the detailed prioritisation of resources in construction. As part of a research project investigating the social and socio-economic value of architecture by juxtaposing architectural, anthropological, and economic analysis, this paper investigates the anthropological dimension of those gestures. Using anthropological analysis, the paper critically evaluates whether and how the key intended spatial gestures identified by the architects (in our previous analysis of the architectural dimension) are experienced by the occupants of the building in the form of lived spatial gestures. Data collection involved 8 semi-structured interviews with the occupants of a mixed-use building complex in Denmark. In conclusion, the paper contributes to the understanding of architecture’s role and impact on human well-being, through the discussion of a tectonic framework describing the interaction between architecture and people as a spatial dialogue, in the form of constructed ‘gestures’ across the disciplines of architecture and anthropology. Hereby paving the way for positioning the question of human well-being related to the economic prioritisation of resources in construction.

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Stories of structures, spaces and bodies: towards a tectonics of well-being

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architecture, Structures and Construction 2022年第4期2卷 661-674页

作者： Tvedebrink, Tenna Doktor Olsen Jelić, Andrea Robinson, Sarah Department of Architecture Design and Media Technology AAU Aalborg Denmark Department of Architecture & Department of Civil Engineering KU Leuven Leuven Belgium

Architect Jørn Utzon is known for his devotion to human well-being and his ability to integrate architectural and structural ideas. Yet, discussions in scholarly circles often emphasise his tectonic genius related to sublime formgiving and structural-material experiments. Less attention is given to how his sense of empathy and concern for the well-being of users influenced his design process. To address this absence, we explored how training students in a user empathic design process can be integrated in an architectural and engineering design approach. First, we outline a theoretical framework grounded in the 1) scholarship on tectonic thinking by Jonathan Hale and Marco Frascari and 2) cognitive-neuroscientific understanding of how human beings interact with their surroundings in an embodied and emotional manner. Architectural experience is thus co-produced in an on-going meeting between structures, spaces, and human bodies. Secondly, we present a case study of an experiment with storyboarding as a technique to visualize the intangible aspects of designing for well-being and emotional experience. Placing the ‘body’ and ‘experience’ at the center of the design process calls for greater sensitivity to diversities within user groups. We argue for an adjusted tectonic design toolbox focused around translating experiences, emotions, and behaviors as a means of joining user-oriented, architectural, and engineering principles in the early design phases. This paper intends to spark a debate about ‘tectonics of well-being’ and to discuss whether storyboarding as a narrative design tool can help join structural-material genius with socio-cultural realms of human experience in tectonic design.

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Explainable AI and Law: An Evidential Survey

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Digital Society 2023年第1期3卷 1-33页

作者： Richmond, Karen McGregor Muddamsetty, Satya M. Gammeltoft-Hansen, Thomas Olsen, Henrik Palmer Moeslund, Thomas B. Faculty of Law Copenhagen University Copenhagen Denmark Department of Architecture Design and Media Technology (CREATE) Visual Analysis and Perception Lab Aalborg University Aalborg Denmark

Decisions made by legal adjudicators and administrative decision-makers often found upon a reservoir of stored experiences, from which is drawn a tacit body of expert knowledge. Such expertise may be implicit and opaque, even to the decision-makers themselves, and generates obstacles when implementing AI for automated decision-making tasks within the legal field, since, to the extent that AI-powered decision-making tools must found upon a stock of domain expertise, opacities may proliferate. This raises particular issues within the legal domain, which requires a high level of accountability, thus transparency. This requires enhanced explainability, which entails that a heterogeneous body of stakeholders understand the mechanism underlying the algorithm to the extent that an explanation can be furnished. However, the “black-box” nature of some AI variants, such as deep learning, remains unresolved, and many machine decisions therefore remain poorly understood. This survey paper, based upon a unique interdisciplinary collaboration between legal and AI experts, provides a review of the explainability spectrum, as informed by a systematic survey of relevant research papers, and categorises the results. The article establishes a novel taxonomy, linking the differing forms of legal inference at play within particular legal sub-domains to specific forms of algorithmic decision-making. The diverse categories demonstrate different dimensions in explainable AI (XAI) research. Thus, the survey departs from the preceding monolithic approach to legal reasoning and decision-making by incorporating heterogeneity in legal logics: a feature which requires elaboration, and should be accounted for when designing AI-driven decision-making systems for the legal field. It is thereby hoped that administrative decision-makers, court adjudicators, researchers, and practitioners can gain unique insights into explainability, and utilise the survey as the basis for further research within the

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Can photovoltaic systems' energy harvesting potential inform building design and retrofit decisions? 18

Can photovoltaic systems' energy harvesting potential inform...

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18th IBPSA Conference on Building Simulation, BS 2023

作者： Mahdavi, Ardeshir Wolosiuk, Dawid Berger, Christiane Institute of Building Physics Services and Construction Faculty of Civil Engineering Sciences TU Graz Austria VRVis Zentrum für Virtual Reality und Visualisierung Forschungs-GmbH Vienna Austria Department of Architecture Design and Media Technology Aalborg University Denmark

Simulation methods can support both building design and building-integrated photovoltaic (PV) systems configuration. Related processes in this area typically start with a given building design, which is then considered in view of a fitting PV system configuration (i.e., type, size, orientation, local storage and/or grid export options). Simulation methods can specifically help with matching the temporal profiles of available solar energy and buildings' energy demand, which is especially relevant if a high level of energy self-sufficiency is targeted. However, the computational procedures in this area are rather one-way: Whereas relevant aspects of building designs (e.g., geometry and demand profile) inform the PV systems design, information on electricity generation potential via PV does not usually find its way back to building design decision making (e.g., building shape and orientation, transparent area fraction of the envelope, thermal mass). In this paper, we explore the potential of a bi-directional information flow between building design/retrofit decisions and PV system options. To this end, we illustrate how building design variables (e.g., orientation, glazing fraction) can be fine-tuned based on available PV system installation options. Thus, the proposed approach facilitates the exploration of the implications of PV-based energy generation options for building design decisions. © 2023 *** rights reserved.

关键词： Solar energy

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Research on User Emotion Experience of Short Video Based on Cyclic Interaction Model 1

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25th International Conference on Human-Computer Interaction , HCII 2023

作者： Zhou, Meiyu Cai, Changpeng Cui, Xiaomin Huang, Rui School of Art Design and Media East China University of Science and Technology No. 130 Meilong Road Xuhui District Shanghai China Architecture and Design College of Nanchang University No. 999 Xuefu Road Honggutan New District Jiangxi Nanchang China College of Fashion and Design Donghua University No. 1882 Yanan West Road Changning District Shanghai China

ISBN: (数字)9783031359897

ISBN: (纸本)9783031359880

Purpose In the context of the gradual integration of self media into the life of the public, short videos have become a popular focus of entertainment. The purpose of this paper is to explore how to improve the emotional experience of we-media user interaction, so that we-media can be integrated into the public’s Internet life in a better way. Methodology Based on the schematic energy theory and Hartson’s cyclic interaction model, this paper explores the behavioral cycle of users’ browsing short video works, constructs a user behavior framework of "planning-conversion-execution-result-evaluation", and looks for ways to enhance the emotional experience of short video by combining the influencing elements of users’ emotional experience. Results The construction of a behavioral framework model of user interaction when browsing short videos can provide a more intuitive understanding of the connection between user behavior, media content and interaction and user emotional experience, and provide a reference for self media platforms to realize more comfortable and efficient human-computer interaction. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Human computer interaction

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