A Cognition Knowledge Representation Model Based on Multidimensional Heterogeneous Data by Dong Zhong, Yi-An Zhu, Lanqing Wang, Junhua Duan, Jiaxuan He

“…Aiming at the problem that the data sources of the knowledge base for constructing the cognitive knowledge graph are wide and heterogeneous, and there are entity semantic differences and knowledge system differences among different data sources, a multimodal entity semantic fusion model based on vector features and a system fusion framework based on HowNet are designed, and the environment description information such as object semantics, attributes, relations, spatial location, and context acquired by industrial robots and their own state information are unified and standardized. …”
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CLEAR: Cross-Document Link-Enhanced Attention for Relation Extraction with Relation-Aware Context Filtering by Yihan She, Tian Tian, Junchi Zhang

“…To address these challenges, we propose CLEAR (Cross-document Link-Enhanced Attention for Relations), a novel framework integrating three key components: (1) the Relation-aware Context Filter that incorporates relation type descriptions to preserve critical relation-specific evidence; (2) the Path Distance-Weighted Attention mechanism that dynamically adjusts attention weights based on semantic distances between document paths; and (3) a cross-path entity matrix that leverages inner- and inter-path relations to enrich target entity representations. …”
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INTEGRATING EDUCATIONAL VALUES OF THE MINANGKABAU MATRILINEAL SYSTEM INTO THE SOCIAL SCIENCE EDUCATION CURRICULUM by Suryadi Fajri, Asnimawati Asnimawati, Sari Febrianti Febrianti, Nisa Ulaini, Aulia Rahmi Putri

“…It advocates for the integration of local wisdom as a foundational source for contextualizing Social Science instruction. …”
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Estimating the trend of COVID-19 in Norway by combining multiple surveillance indicators. by Gunnar Rø, Trude Marie Lyngstad, Elina Seppälä, Siri Nærland Skodvin, Lill Trogstad, Richard Aubrey White, Arve Paulsen, Trine Hessevik Paulsen, Trine Skogset Ofitserova, Petter Langlete, Elisabeth Henie Madslien, Karin Nygård, Birgitte Freisleben de Blasio

“…Combining estimates of growth rates from multiple surveillance indicators provides a useful description of the COVID-19 pandemic in Norway. This is a powerful technique for a holistic understanding of the trends of new COVID-19 infections and the technique can easily be adapted to new data sources and situations.…”
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A novel acute medicine virtual ward managing multiple acute medical pathologies: a pilot study in the district general hospital setting by Caroline Dawson, Rahul Sethi, Rosemary Ho, Usman Ahmed, Tahira Adnan

“…This included demographic data, source of referral, the primary acute medical problem being monitored, length of stay, number of contacts and whether each patient required escalation of care. …”
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Implementasi Kebijakan Pengembangan Pariwisata Pada Objek Wisata Alam Goa Akbar Di Kabupaten Tuban by Irdina Iffata Qottrunnada, Ananta Prathama

“…The Goa Akbar tourist site, managed by the Tuban Regency Government, holds significant potential as a key source of local revenue in the tourism sector due to its strategic location in the heart of Tuban city. …”
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Implementation research on noncommunicable disease prevention and control interventions in low- and middle-income countries: A systematic review. by Celestin Hategeka, Prince Adu, Allissa Desloge, Robert Marten, Ruitai Shao, Maoyi Tian, Ting Wei, Margaret E Kruk

“…Approximately 72% of studies reported funding, with international funding being the predominant source. The majority of studies were proof of concept or pilot (88%) and targeted the micro level of health system (79%). …”
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Characterising the outcomes, impacts and implementation challenges of advanced clinical practice roles in the UK: a scoping review by Catrin Evans, Jeanette Eldridge, Roger Knaggs, Paul Hendrick, Peter Harris, Brenda Poku, Ruth Pearce, John McLuskey, Philippa Tomczak, Ruaridh Thow, Joy Conway, Richard Collier, Gowsika Yogeswaran

“…This review was undertaken to establish a baseline of evidence on ACP roles and their outcomes, impacts and implementation challenges across the UK.Design A scoping review was undertaken following JBI methodological guidance.Methods 13 online databases (Medline, CINAHL, ASSIA, Embase, HMIC, AMED, Amber, OT seeker, PsycINFO, PEDro, SportDiscus, Osteopathic Research and PenNutrition) and grey literature sources were searched from 2005 to 2020. Data extraction, charting and summary was guided by the PEPPA-Plus framework. …”
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Phenomenological Analysis of the Representation of Abnormal Bodies in Plays: House, Winter 66, Honeymoon, and Dog's Heart by Zahra Kashfi, Sadreddin Taheri

“…The goal is to explore how sick or abnormal bodies are portrayed in contemporary Iranian performing arts and to propose ways to address negative attitudes toward these bodies in artistic creation.This qualitative research was conducted using a descriptive-analytical method and relied on documentary sources for data collection. …”
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Issues in Grounded Cognition and How to Solve Them – the Minimalist Account by Jannis Friedrich, Martin H. Fischer, Markus Raab

“…It postulates that concepts are represented by simulation, re-activating mental states that were active when experiencing this concept, and by metaphoric mapping, when concrete representations are sourced to represent abstract concepts. This enables incremental theory development without uncertain assumptions because it allows for descriptive research while nonetheless enabling falsification of theories. …”
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MetaLo: metabolic analysis of Logical models extracted from molecular interaction maps by Aghakhani Sahar, Niarakis Anna, Soliman Sylvain

“…We present MetaLo, an open-source Python package that enables the coupling of Boolean models inferred from process description MIMs with generic core metabolic networks. …”
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Investigating the Location-Spatial Effects of Urban Tourism on the Stability of the Urban Spatial System (Case Study: Region 3 of Isfahan City) by Mina Kazemi, Aboozar Vafaei, Rasool Heydari Sureshjani

“…Initially, a review of relevant texts, sources, and theoretical framework was conducted. …”
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The Conceptual Domain of Hunting and Its Negative Representation in Love: A Cognitive-Cultural Analysis by Raheleh Gandomkar, Masoomeh Hashemi

“…Methodology and Theoretical Framework This descriptive-analytical study utilizes a corpus of Persian language data extracted from 30 contemporary Persian works. …”
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Legislative Means Aimed at Stimulating Green Procurement in the Public Sector. A Critical Case Study of Romania by Ionel Bostan, Cristina Mihaela Lazăr, Nicoleta Asaloș

“…Lastly, we saved an important part, that of the description of the special legal source intended to regulate the GPP in the national public sector, which is characterized by sluggishness, loopholes, post-adoption deadlocks. …”
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Patient and public involvement in academic clinical research in Switzerland – a mixed methods study by Deborah Eberle, Annina Baur, Cordula Landgraf, Joëlle Roos, Regina Grossmann

“…Further needed are training opportunities in “PPI in clinical research” for all stakeholders as well as sustainable sources of funding. …”
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Multimodal approach to public health interventions using EGG and mobile health technologies by Xiao Zhang, Han Liu, Mingyang Sun, Shuangyi Feng

“…IntroductionPublic health interventions increasingly integrate multimodal data sources, such as Electroencephalogram (EEG) data, to enhance monitoring and predictive capabilities for mental health conditions. …”
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Phonosemantic Interference: Multiple Motivation in the Imitative Word Coinage (on the Material of Invented Languages) by V. A. Davydova

“…The objective of this article is to attempt to formulate the definition of this term and to describe the mechanisms of phonosemantic interference using new linguistic material (artificially constructed lexis).Methodology and sources. The study is conducted within the framework of the phonosemantic approach developed by Stanislav Voronin on the material of artificially constructed words from well-known fictional languages Lapin, Klingon, Elvish, and Navi. …”
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Transhumanism and New Challenges in Political Theories by Matin Anjomrooz, Mohammad Khezri

“…Data were gathered from credible academic sources, including the works of thinkers such as Nick Bostrom, Francis Fukuyama, and Julian Huxley, as well as from classical texts by Plato, Aristotle, and Hobbes. …”
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SPELLING PROBLEMS OF TOPONYMS (ON THE MATERIAL OF THE SYSTEM OF PLACE NAMES IN ZAPORIZHZHIAN-NADAZOVIA REGION) by Valentina M. Pacheva

“…The materials for analysis are the names of water bodies and population aggregates recorded in “Atlas of the Zaporizhzhia Region”, toponymic dictionaries, web sources and other sources. The results suggest a framework for some geographical names functions under the influence of regional dialects, Russian language or other factors, reducing the cultural level of the Ukrainian literary language. …”
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Podcasts in Mental, Physical, or Combined Health Interventions for Adults: Scoping Review by Elizabeth M Dascombe, Philip J Morgan, Ryan J Drew, Casey P Regan, Gabrielle M Turner-McGrievy, Myles D Young

“…To address this, a standardized approach would be valuable in guiding researchers and practitioners through both the development and reporting phases of future podcast research, including aspects such as theoretical framework, a description of podcast development (eg, co-design and end-user engagement), objective podcast use, and process evaluation data.…”
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