Emotion and sentiment enriched decision transformer for personalized recommendations by Sana Abakarim, Sara Qassimi, Said Rakrak

“…Thereby, we propose the Emotion and Sentiment-Enriched Decision Transformer (ESE-DT), a novel framework that integrates sentiment and emotion analysis into sequential recommendation modeling. …”
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Basic concepts and definitions of the PAS design and decision system by Monique Arkesteijn

“…In chapter 2 the existing alignment models were assessed on eight different assessment criteria and it has become clear that decision making receives very little attention in the models. …”
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Conceptual framework of coaches’ decision-making in conventional sports by Edvard Kolar, Roberto Biloslavo, Rado Pišot, Saša Veličković, Matej Tušak

“…This ensures the alignment of decision-making styles with the requirements of specific training situations, thereby enhancing the effectiveness and outcomes of the coaching process.…”
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Cleavage Referendums: Ideological Decisions and Transformational Political Change by Theresa Reidy

“…Voting in these referendums will often exhibit first‐order effects, as voters make decisions that align with their fundamental values and beliefs. …”
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THE INFLUENCE OF DECISIONS ON INCREASING SOCIAL STANDARDS ON MONETARY POLICY by S. Kolodii, M. Rudenko, L. Gariaga, I. Kochuma, S. Kolodii

“…However, to ensure the neutrality of such a decision for fiscal and monetary policy, it needs to be aligned with its objectives and strategies. …”
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Legal Reform the Meaning of Final and Binding Decisions of the Consumer Dispute Resolution Agency (Review of the Consumer Protection Act and Supreme Court Cassation Decision) by Nayila Rehman, M. Hamidi Masykur, Setiawan Wicaksono

“…This research seeks to clarify the true nature of final and binding as applied to BPSK decisions under Article 54(3) of Law 8/1999. Utilizing a normative juridical approach with both statute and case law analysis, the study highlights a critical inconsistency: the finality of BPSK decisions does not align with the finality of Constitutional Court decisions. …”
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“Get Well Enough to Make the Right Decision for Themselves”—Experiences and Perspectives of Clinicians Working with People with Serious Mental Illness and Their Substitute Decision... by Samuel Law, Vicky Stergiopoulos, Juveria Zaheer, Arash Nakhost

“…Seven key themes emerged: Clinicians (1) appreciate hardships and challenges in lives of SDMs and patients—including the challenging emotions and experiences on both sides, and the risks and relational changes from being an SDM; (2) have an understanding of the patient’s situation and respect for patient autonomy and wishes—they are promoter of autonomy and mindful of patients’ prior wishes amidst patients’ fluctuating capacity, facilitating communication, keeping patients informed and promoting transitioning from SDM to self-determination; (3) have a special working relationship with family SDMs—including supporting SDMs, avoiding harm from delayed or denied treatment, and educating and collaborating with SDMs while maintaining professional boundaries; (4) at times find it difficult working with SDMs—stemming from working with over-involved or uninterested family SDMs, coping with perceived poor SDM decisions, and they sometimes ponder if SDMs are necessary; (5) delineate differences between family and Public Guardian and Trustee (PGT) SDMs—they see PGT as closely aligned with medical decision makers, while family SDMs are more intimately involved and more likely to disagree with a physician’s recommendation; (6) recognize the importance of the SDM role in various contexts—through seeing social values in having SDMs, and acknowledging that having SDMS help them to feel better about their actions as they work to protect the patients; and (7) express ideas on how to improve the current system—at public, societal, and family SDM levels. …”
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Balancing Environmental and Economic Considerations in Horizontal Alignment Optimization of a Ring Road near Anzali International Wetland by Saeid Aftabi Hossein, Kamran Rahimov

“…This alignment is compatible with the environment and has significantly lower greenhouse gas emissions, resulting in a cost savings of 3.7 million dollars compared to the initial alignment. …”
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Evaluating acute image ordering for real-world patient cases via language model alignment with radiological guidelines by Michael S. Yao, Allison Chae, Piya Saraiya, Charles E. Kahn, Walter R. Witschey, James C. Gee, Hersh Sagreiya, Osbert Bastani

“…Conclusions Our work demonstrates and validates a strategy to leverage AI-based software to improve trustworthy clinical decision-making in alignment with expert evidence-based guidelines.…”
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Integrating and retrieving learning analytics data from heterogeneous platforms using ontology alignment: Graph-based approach by Mohd Hafizan Musa, Sazilah Salam, Siti Feirusz Ahmad Fesol, Muhammad Syahmie Shabarudin, Jack Febrian Rusdi, Mohd Adili Norasikin, Ibrahim Ahmad

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Intensity of Judicial Review of the European Central Banks’s Supervisory Decisions by Andrea Magliari

“…Despite the novelty of the issues brought to the attention of the EU judges, it seems possible as a result of this study to envisage, on the one hand, a gradual alignment of the scrutiny of supervisory decisions with those emerged in relation to the Commission’s decisions on competition matters. …”
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Electrophysiological Hyperscanning of Negotiation During Group-Oriented Decision-Making by Laura Angioletti, Katia Rovelli, Carlotta Acconito, Angelica Daffinà, Michela Balconi

“…The participants, selected for their group-oriented decision-making preference, discussed a realistic group decisional scenario while their EEG activity was recorded. …”
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Guiding transdisciplinary synthesis processes for social-ecological policy decisions by Jean Paul Metzger, Carlos Joly, Gerd Sparovek, Renata Pardini, Patricia Ruggiero, Gabriela di Giulio, Cristina Azevedo, Danilo Boscolo, Pedro H.S. Brancalion, Helena Carrascosa, Raquel Carvalho, Luciana Schwandner Ferreira, Alexandre Gerard, Camila Hohlenwerger, Alexandre Igari, Pedro Medrado Krainovic, Eduardo Freitas Moreira, Nathalia Nascimento, Juliana Ortega, Marco Aurelio Nalon, Adriano Pinter, Paula Prist, Ricardo Ribeiro Rodrigues, Lucia Sousa e Silva, Fernando Henrique de Sousa, Luara Tourinho, Rodrigo A.B.M. Victor, Rafael B. Chaves

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Aligning ESG Ratings and SDGs in the MENA Region: Challenges and Insights Through a Fuzzy Delphi Multi-Criteria Approach by Hayet Benhamida, Zoubida Benmamoun, Vernika Agarwal, Youssef Raouf, Arshia Kaul

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Decision Support System for Critical Infrastructure 2050 (BOS Model) by Mario Castro-Gama, Yvonne Hassink-Mulder, Rian Kloosterman

“…This endeavor aligns with the overarching goal of fortifying Vitens’ current and future operational capabilities. …”
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Empowering Psychosomatic Medicine Practice Through Shared Decision-making by Yiming GOU, Zhimin FANG

“…Shared decision-making (SDM) centers on the "person with the illness" as the subject of clinical decisions, upholds "informed consent" as its guiding principle, and adopts "high-quality joint participation" as its clinical practice method. …”
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Trade-Offs in Marine Policy Decisions Through the Lens of Literature by Joyce Dias Gois Rodrigues de Queiroz, Débora Gutierrez, Helena Maria Gregório Pina Calado

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Shared Decision-Making in Solid Organ Transplantation: A Review by Alessandra Agnese Grossi

“…This approach involves patients, caregivers, and healthcare professionals in the decision-making process, ensuring that clinical decisions align with patient preferences, values, and individual circumstances alongside clinical indications. …”
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THE INFLUENCE OF SUSTAINABLE PRACTICES IN THE HOSPITALITY INDUSTRY ON CONSUMER DECISION-MAKING by Julija Mironova, Inguna Zusevica, Zaiga Oborenko

“… Sustainability has become an integral part of business strategies, influencing both operational decisions and customer choices. As people become more aware of environmental and social issues, many are looking for hospitality services that align with their values. …”
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Changing the decision context to enable social learning for climate adaptation by Matthew J. Colloff, Russell Gorddard, Claudia Munera‐Roldán, Bruno Locatelli, Sandra Lavorel, Sandrine Allain, Enora Bruley, James R. A. Butler, Titouan Dubo, Ojongetakah Enokenwa Baa, Alberto González‐García, Lou Lécuyer, Michaela Lo, Jacqueline Loos, Ignacio Palomo, Emeline Topp, Améline Vallet, Gretchen Walters

“…What is important is to align the approach to the adaptation problem. We suggest two directions for improving adaptation initiatives: first, by influencing how they can shift between problem and systems focus and between standard management and novel governance, and secondly, by using methods to diagnose and direct change in the decision context. …”
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