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Privacy challenges of automated vehicles: Merging contextual integrity and responsible innovation frameworks
Published 2025-07-01“…This study broadens the understanding of privacy challenges for AVs by introducing a multilevel contextual integrity (MCI) model. MCI considers contextual integrity (CI) in tandem with societal preferences and individual level preferences, which is captured using demographic data. …”
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Contextual Comparative Analysis of Dar es Salaam and Mombasa Port Performance by Using a Hybrid DEA(CVA) Model
Published 2024-01-01“…<i>Background:</i> This research conducts a contextual comparative analysis between Dar es Salaam and Mombasa ports, employing a hybrid data envelopment analysis (DEA) model that integrates the contextual value-added approach (CVA). …”
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Semantic Reasoning with Contextual Ontologies on Sensor Cloud Environment
Published 2014-04-01“…The acquired sensor events are to be used to immediately detect a certain abnormal situation within the framework. Accordingly, we integrated our existing context-aware collaboration framework with Hadoop cluster framework by interfacing data collection and context-aware reasoning parts of the existing framework with the Hadoop cluster framework. …”
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Integration of deep learning and railway big data for environmental risk prediction models and analysis of their limitations
Published 2025-05-01“…To address these gaps, we propose a novel framework leveraging deep learning techniques tailored to railway big data. Our method integrates temporal encoders and spatial graph neural networks, combined with domain-specific knowledge and contextual awareness, to achieve robust anomaly detection, predictive maintenance, and passenger demand forecasting. …”
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EFL teachers’ practices and perspectives on self- and collaborative contextualized reflective practice
Published 2025-07-01“…This study reports the implementation of a contextualized RP model that integrates the Lesson Study (LS) principles by Indonesian English as a Foreign Language (EFL) teachers. …”
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BlindFG: Learning Contextual Fishing Trajectories for Unreported Fishing Gear Classification
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Exploring contextual adaptations in caregiver interventions for families raising children with developmental disabilities.
Published 2022-01-01“…Participants were caregivers of children with DDs and professionals involved in adapting or implementing the CST across five continents and different income settings. Data were analysed thematically. Four main themes were developed: 1) Setting the scene for adaptations; 2) Integrating an intervention into local public services; 3) Understanding the reality of caregivers; 4) Challenges of sustaining an intervention. …”
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Link-State-Aware Proactive Data Delivery in Integrated Satellite–Terrestrial Networks for Multi-Modal Remote Sensing
Published 2025-05-01“…This paper proposes multi-modal-MAPPO, a novel multi-modal deep reinforcement learning (MDRL) framework designed for a proactive data push in large-scale integrated satellite–terrestrial networks (ISTNs). …”
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Contextual factors in value-based decision support to enhance health technologies adoption: the case of biosimilars
Published 2025-08-01“…A Multi-Criteria Decision Analysis (MCDA) framework was proposed as a tool to systematically integrate measurable outcomes and intangible factors such as trust, perceived quality, and cultural acceptance.ResultsKey barriers identified included regulatory uncertainties, limited local evidence, regional data protection constraints, and patient preferences for originator biologics. …”
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Digital competence of faculty members in health sciences measured via self-reflection: current status and contextual aspects
Published 2024-11-01“…This descriptive study aims to determine the digital competence level of faculty members who teach in the health sciences, empirically considering possible contextual aspects. Two data collection instruments were used: a self-reflection questionnaire to assess digital competence, and a survey querying demographics and aspects of teaching and learning context. …”
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RAG-Driven Memory Architectures in Conversational LLMs—A Literature Review With Insights Into Emerging Agriculture Data Sharing
Published 2025-01-01“…We analyze how vector databases and Retrieval-Augmented Generation (RAG) address fundamental challenges in storing and retrieving conversational context, maintaining system responsiveness, managing user-specific data ethically, and integrating domain-specific information. …”
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Interaction of contextual, setting and implementation factors on a podoconiosis intervention in Rural Ethiopia: Results from a qualitative study.
Published 2025-01-01“…We conducted a qualitative evaluation of a podoconiosis intervention in Northwestern Ethiopia, and collected data on intervention implementation, context, setting and relations among these elements between 10/04/2022 and 29/07/2022. …”
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The contextual adaptation and educational impacts of the mhGAP-IG to address child mental and behavioral disorder treatment gap in China: A mixed-method study
Published 2025-06-01“…This study identified barriers and facilitators to mhGAP implementation and documented a contextual adaptation process, offering insights into integrating contextual adaptation methods with implementation science. …”
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Toward Standardised Construction Pipeline Data: Conceptual Minimum Dataset Framework
Published 2025-08-01“…The analysis examines four dimensions of data quality: accessibility, intrinsic quality, contextual relevance, and representational clarity. …”
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